Credit cards are a good source of income for banks because of different kinds of fees charged by the banks like annual fees, balance transfer fees, and cash advance fees, late payment fees, foreign transaction fees, and others. Some fees are charged to every user irrespective of usage, while others are charged under specified circumstances.
The Thera bank recently saw a steep decline in the number of users of their credit card. Customers’ leaving credit cards services would lead bank to loss, so the bank wants to analyze the data of customers and identify the customers who will leave their credit card services and reason for same – so that bank could improve upon those areas.
As a Data scientist at Thera bank, I would like to come up with a classification model that will help the bank improve its services so that customers do not renounce their credit cards. Thus, I need to identify the best possible model that will give the required performance
1. Explore and visualize the dataset.
2. Build a classification model to predict if the customer is going to churn or not
3. Optimize the model using appropriate techniques
4. Generate a set of insights and recommendations that will help the bank
CLIENTNUM: Client number. Unique identifier for the customer holding the account
Attrition_Flag: Internal event (customer activity) variable - if the account is closed then "Attrited Customer" else "Existing Customer"
Customer_Age: Age in Years
Gender: Gender of the account holder
Dependent_count: Number of dependents
Education_Level: Educational Qualification of the account holder - Graduate, High School, Unknown, Uneducated, College(refers to a college student), Post-Graduate, Doctorate.
Marital_Status: Marital Status of the account holder
Income_Category: Annual Income Category of the account holder
Card_Category: Type of Card
Months_on_book: Period of relationship with the bank
Total_Relationship_Count: Total no. of products held by the customer
Months_Inactive_12_mon: No. of months inactive in the last 12 months
Contacts_Count_12_mon: No. of Contacts between the customer and bank in the last 12 months
Credit_Limit: Credit Limit on the Credit Card
Total_Revolving_Bal: The balance that carries over from one month to the next is the revolving balance
Avg_Open_To_Buy: Open to Buy refers to the amount left on the credit card to use (Average of last 12 months)
Total_Trans_Amt: Total Transaction Amount (Last 12 months)
Total_Trans_Ct: Total Transaction Count (Last 12 months)
Total_Ct_Chng_Q4_Q1: Ratio of the total transaction count in 4th quarter and the total transaction count in 1st quarter
Total_Amt_Chng_Q4_Q1: Ratio of the total transaction amount in 4th quarter and the total transaction amount in 1st quarter
Avg_Utilization_Ratio: Represents how much of the available credit the customer spent
# To help with reading and manipulating data
import pandas as pd
import numpy as np
# To help with data visualization
%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns
# To be used for missing value imputation
from sklearn.impute import SimpleImputer
# To help with model building
from sklearn.linear_model import LogisticRegression
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import (
AdaBoostClassifier,
GradientBoostingClassifier,
RandomForestClassifier,
BaggingClassifier,
)
from xgboost import XGBClassifier
# To get different metric scores, and split data
from sklearn import metrics
from sklearn.model_selection import train_test_split, StratifiedKFold, cross_val_score
from sklearn.metrics import (
f1_score,
accuracy_score,
recall_score,
precision_score,
confusion_matrix,
roc_auc_score,
plot_confusion_matrix,
)
# To be used for data scaling and one hot encoding
from sklearn.preprocessing import StandardScaler, MinMaxScaler, OneHotEncoder
# To be used for tuning the model
from sklearn.model_selection import GridSearchCV, RandomizedSearchCV
# To be used for creating pipelines and personalizing them
from sklearn.pipeline import Pipeline
from sklearn.compose import ColumnTransformer
from sklearn.preprocessing import FunctionTransformer
# To define maximum number of columns to be displayed in a dataframe
pd.set_option("display.max_columns", None)
# To supress scientific notations for a dataframe
pd.set_option("display.float_format", lambda x: "%.3f" % x)
# To supress warnings
import warnings
warnings.filterwarnings("ignore")
# This will help in making the Python code more structured automatically (good coding practice)
%load_ext nb_black
import matplotlib
font = {"family": "normal", "weight": "bold", "size": 22}
matplotlib.rc("font", **font)
bc = pd.read_csv("BankChurners.csv")
data = bc.copy() # Copy data for version control
data.head()
| CLIENTNUM | Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 768805383 | Existing Customer | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.000 | 777 | 11914.000 | 1.335 | 1144 | 42 | 1.625 | 0.061 |
| 1 | 818770008 | Existing Customer | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.000 | 864 | 7392.000 | 1.541 | 1291 | 33 | 3.714 | 0.105 |
| 2 | 713982108 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 3418.000 | 2.594 | 1887 | 20 | 2.333 | 0.000 |
| 3 | 769911858 | Existing Customer | 40 | F | 4 | High School | NaN | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.000 | 2517 | 796.000 | 1.405 | 1171 | 20 | 2.333 | 0.760 |
| 4 | 709106358 | Existing Customer | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.000 | 0 | 4716.000 | 2.175 | 816 | 28 | 2.500 | 0.000 |
data.columns
Index(['CLIENTNUM', 'Attrition_Flag', 'Customer_Age', 'Gender',
'Dependent_count', 'Education_Level', 'Marital_Status',
'Income_Category', 'Card_Category', 'Months_on_book',
'Total_Relationship_Count', 'Months_Inactive_12_mon',
'Contacts_Count_12_mon', 'Credit_Limit', 'Total_Revolving_Bal',
'Avg_Open_To_Buy', 'Total_Amt_Chng_Q4_Q1', 'Total_Trans_Amt',
'Total_Trans_Ct', 'Total_Ct_Chng_Q4_Q1', 'Avg_Utilization_Ratio'],
dtype='object')
for col in data.columns:
print(data[col].value_counts())
print("-" * 100)
709920258 1
717171408 1
709372608 1
796336833 1
721433283 1
..
720250158 1
709831983 1
720917808 1
719207733 1
708085458 1
Name: CLIENTNUM, Length: 10127, dtype: int64
----------------------------------------------------------------------------------------------------
Existing Customer 8500
Attrited Customer 1627
Name: Attrition_Flag, dtype: int64
----------------------------------------------------------------------------------------------------
44 500
49 495
46 490
45 486
47 479
43 473
48 472
50 452
42 426
51 398
53 387
41 379
52 376
40 361
39 333
54 307
38 303
55 279
56 262
37 260
57 223
36 221
35 184
58 157
59 157
34 146
33 127
60 127
32 106
65 101
61 93
62 93
31 91
26 78
30 70
63 65
29 56
64 43
27 32
28 29
67 4
68 2
66 2
70 1
73 1
Name: Customer_Age, dtype: int64
----------------------------------------------------------------------------------------------------
F 5358
M 4769
Name: Gender, dtype: int64
----------------------------------------------------------------------------------------------------
3 2732
2 2655
1 1838
4 1574
0 904
5 424
Name: Dependent_count, dtype: int64
----------------------------------------------------------------------------------------------------
Graduate 3128
High School 2013
Uneducated 1487
College 1013
Post-Graduate 516
Doctorate 451
Name: Education_Level, dtype: int64
----------------------------------------------------------------------------------------------------
Married 4687
Single 3943
Divorced 748
Name: Marital_Status, dtype: int64
----------------------------------------------------------------------------------------------------
Less than $40K 3561
$40K - $60K 1790
$80K - $120K 1535
$60K - $80K 1402
abc 1112
$120K + 727
Name: Income_Category, dtype: int64
----------------------------------------------------------------------------------------------------
Blue 9436
Silver 555
Gold 116
Platinum 20
Name: Card_Category, dtype: int64
----------------------------------------------------------------------------------------------------
36 2463
37 358
34 353
38 347
39 341
40 333
31 318
35 317
33 305
30 300
41 297
32 289
28 275
43 273
42 271
29 241
44 230
45 227
27 206
46 197
26 186
47 171
25 165
48 162
24 160
49 141
23 116
22 105
56 103
50 96
21 83
51 80
53 78
20 74
13 70
19 63
52 62
18 58
54 53
55 42
17 39
15 34
16 29
14 16
Name: Months_on_book, dtype: int64
----------------------------------------------------------------------------------------------------
3 2305
4 1912
5 1891
6 1866
2 1243
1 910
Name: Total_Relationship_Count, dtype: int64
----------------------------------------------------------------------------------------------------
3 3846
2 3282
1 2233
4 435
5 178
6 124
0 29
Name: Months_Inactive_12_mon, dtype: int64
----------------------------------------------------------------------------------------------------
3 3380
2 3227
1 1499
4 1392
0 399
5 176
6 54
Name: Contacts_Count_12_mon, dtype: int64
----------------------------------------------------------------------------------------------------
34516.000 508
1438.300 507
15987.000 18
9959.000 18
23981.000 12
...
10587.000 1
15340.000 1
34427.000 1
4975.000 1
3741.000 1
Name: Credit_Limit, Length: 6205, dtype: int64
----------------------------------------------------------------------------------------------------
0 2470
2517 508
1965 12
1480 12
1664 11
...
709 1
637 1
1809 1
613 1
1269 1
Name: Total_Revolving_Bal, Length: 1974, dtype: int64
----------------------------------------------------------------------------------------------------
1438.300 324
34516.000 98
31999.000 26
787.000 8
701.000 7
...
16177.000 1
33791.000 1
5843.000 1
29.000 1
1570.000 1
Name: Avg_Open_To_Buy, Length: 6813, dtype: int64
----------------------------------------------------------------------------------------------------
0.791 36
0.712 34
0.743 34
0.718 33
0.735 33
..
1.585 1
1.198 1
1.430 1
2.275 1
1.787 1
Name: Total_Amt_Chng_Q4_Q1, Length: 1158, dtype: int64
----------------------------------------------------------------------------------------------------
4509 11
4253 11
4518 10
2229 10
4042 9
..
804 1
2869 1
10468 1
15163 1
8192 1
Name: Total_Trans_Amt, Length: 5033, dtype: int64
----------------------------------------------------------------------------------------------------
81 208
75 203
71 203
69 202
82 202
...
11 2
134 1
132 1
138 1
139 1
Name: Total_Trans_Ct, Length: 126, dtype: int64
----------------------------------------------------------------------------------------------------
0.667 171
1.000 166
0.500 161
0.750 156
0.600 113
...
0.859 1
2.083 1
0.473 1
1.075 1
1.074 1
Name: Total_Ct_Chng_Q4_Q1, Length: 830, dtype: int64
----------------------------------------------------------------------------------------------------
0.000 2470
0.073 44
0.057 33
0.048 32
0.060 30
...
0.335 1
0.985 1
0.949 1
0.818 1
0.972 1
Name: Avg_Utilization_Ratio, Length: 964, dtype: int64
----------------------------------------------------------------------------------------------------
The only continuous variables are: Customer_Age,Months_on_book, Credit_Limit, Total_Revolving_Bal,Avg_Open_To_Buy, Total_Amt_Chng_Q4_Q1, Total_Trans_Amt, Total_Trans_Ct, Total_Ct_Chng_Q4_Q1, Avg_Utilization_Ratio
data.duplicated().sum() # check for duplicated observations
0
data.isna().sum() # check for null or missing values
CLIENTNUM 0 Attrition_Flag 0 Customer_Age 0 Gender 0 Dependent_count 0 Education_Level 1519 Marital_Status 749 Income_Category 0 Card_Category 0 Months_on_book 0 Total_Relationship_Count 0 Months_Inactive_12_mon 0 Contacts_Count_12_mon 0 Credit_Limit 0 Total_Revolving_Bal 0 Avg_Open_To_Buy 0 Total_Amt_Chng_Q4_Q1 0 Total_Trans_Amt 0 Total_Trans_Ct 0 Total_Ct_Chng_Q4_Q1 0 Avg_Utilization_Ratio 0 dtype: int64
Education_Level and Marital_Status have missing values
data.shape # determine shape of dataset
(10127, 21)
# let's check the data types of the columns in the dataset
data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 10127 entries, 0 to 10126 Data columns (total 21 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 CLIENTNUM 10127 non-null int64 1 Attrition_Flag 10127 non-null object 2 Customer_Age 10127 non-null int64 3 Gender 10127 non-null object 4 Dependent_count 10127 non-null int64 5 Education_Level 8608 non-null object 6 Marital_Status 9378 non-null object 7 Income_Category 10127 non-null object 8 Card_Category 10127 non-null object 9 Months_on_book 10127 non-null int64 10 Total_Relationship_Count 10127 non-null int64 11 Months_Inactive_12_mon 10127 non-null int64 12 Contacts_Count_12_mon 10127 non-null int64 13 Credit_Limit 10127 non-null float64 14 Total_Revolving_Bal 10127 non-null int64 15 Avg_Open_To_Buy 10127 non-null float64 16 Total_Amt_Chng_Q4_Q1 10127 non-null float64 17 Total_Trans_Amt 10127 non-null int64 18 Total_Trans_Ct 10127 non-null int64 19 Total_Ct_Chng_Q4_Q1 10127 non-null float64 20 Avg_Utilization_Ratio 10127 non-null float64 dtypes: float64(5), int64(10), object(6) memory usage: 1.6+ MB
data.drop(
columns=["CLIENTNUM"], inplace=True, axis=1
) # drop CLIENTNUM, customers' unique ID and not relevant for analysis
# Let's take these variables as categorical data
cat = [
"Attrition_Flag",
"Gender",
"Dependent_count",
"Education_Level",
"Marital_Status",
"Income_Category",
"Card_Category",
"Total_Relationship_Count",
"Months_Inactive_12_mon",
"Contacts_Count_12_mon",
]
for i in cat:
data[i] = data[i].astype("category")
# Continuous variables
Cont = [
"Customer_Age",
"Months_on_book",
"Credit_Limit",
"Total_Revolving_Bal",
"Avg_Open_To_Buy",
"Total_Amt_Chng_Q4_Q1",
"Total_Trans_Amt",
"Total_Trans_Ct",
"Total_Ct_Chng_Q4_Q1",
"Avg_Utilization_Ratio",
]
data.describe(include="all").T # General distribution of the data
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 10127 | 2 | Existing Customer | 8500 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 10127.000 | NaN | NaN | NaN | 46.326 | 8.017 | 26.000 | 41.000 | 46.000 | 52.000 | 73.000 |
| Gender | 10127 | 2 | F | 5358 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 10127.000 | 6.000 | 3.000 | 2732.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 8608 | 6 | Graduate | 3128 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 9378 | 3 | Married | 4687 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 10127 | 6 | Less than $40K | 3561 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 10127 | 4 | Blue | 9436 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 10127.000 | NaN | NaN | NaN | 35.928 | 7.986 | 13.000 | 31.000 | 36.000 | 40.000 | 56.000 |
| Total_Relationship_Count | 10127.000 | 6.000 | 3.000 | 2305.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 10127.000 | 7.000 | 3.000 | 3846.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 10127.000 | 7.000 | 3.000 | 3380.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 10127.000 | NaN | NaN | NaN | 8631.954 | 9088.777 | 1438.300 | 2555.000 | 4549.000 | 11067.500 | 34516.000 |
| Total_Revolving_Bal | 10127.000 | NaN | NaN | NaN | 1162.814 | 814.987 | 0.000 | 359.000 | 1276.000 | 1784.000 | 2517.000 |
| Avg_Open_To_Buy | 10127.000 | NaN | NaN | NaN | 7469.140 | 9090.685 | 3.000 | 1324.500 | 3474.000 | 9859.000 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 10127.000 | NaN | NaN | NaN | 0.760 | 0.219 | 0.000 | 0.631 | 0.736 | 0.859 | 3.397 |
| Total_Trans_Amt | 10127.000 | NaN | NaN | NaN | 4404.086 | 3397.129 | 510.000 | 2155.500 | 3899.000 | 4741.000 | 18484.000 |
| Total_Trans_Ct | 10127.000 | NaN | NaN | NaN | 64.859 | 23.473 | 10.000 | 45.000 | 67.000 | 81.000 | 139.000 |
| Total_Ct_Chng_Q4_Q1 | 10127.000 | NaN | NaN | NaN | 0.712 | 0.238 | 0.000 | 0.582 | 0.702 | 0.818 | 3.714 |
| Avg_Utilization_Ratio | 10127.000 | NaN | NaN | NaN | 0.275 | 0.276 | 0.000 | 0.023 | 0.176 | 0.503 | 0.999 |
More existing customers than attrited customers. More female, graduate, married, blue card, and more income earners less than 40K dollars in the dataset.
# function to plot a boxplot and a histogram along the same scale.
def histogram_boxplot(data, feature, figsize=(12, 7), kde=False, bins=None):
"""
Boxplot and histogram combined
data: dataframe
feature: dataframe column
figsize: size of figure (default (12,7))
kde: whether to show the density curve (default False)
bins: number of bins for histogram (default None)
"""
f2, (ax_box2, ax_hist2) = plt.subplots(
nrows=2, # Number of rows of the subplot grid= 2
sharex=True, # x-axis will be shared among all subplots
gridspec_kw={"height_ratios": (0.25, 0.75)},
figsize=figsize,
) # creating the 2 subplots
sns.boxplot(
data=data, x=feature, ax=ax_box2, showmeans=True, color="violet"
) # boxplot will be created and a star will indicate the mean value of the column
sns.histplot(
data=data, x=feature, kde=kde, ax=ax_hist2, bins=bins, palette="winter"
) if bins else sns.histplot(
data=data, x=feature, kde=kde, ax=ax_hist2
) # For histogram
ax_hist2.axvline(
data[feature].mean(), color="green", linestyle="--"
) # Add mean to the histogram
ax_hist2.axvline(
data[feature].median(), color="black", linestyle="-"
) # Add median to the histogram
# function to create labeled barplots
def labeled_barplot(data, feature, perc=False, n=None):
"""
Barplot with percentage at the top
data: dataframe
feature: dataframe column
perc: whether to display percentages instead of count (default is False)
n: displays the top n category levels (default is None, i.e., display all levels)
"""
total = len(data[feature]) # length of the column
count = data[feature].nunique()
if n is None:
plt.figure(figsize=(count + 1, 5))
else:
plt.figure(figsize=(n + 1, 5))
plt.xticks(rotation=90, fontsize=15)
ax = sns.countplot(
data=data,
x=feature,
palette="Paired",
order=data[feature].value_counts().index[:n].sort_values(),
)
for p in ax.patches:
if perc == True:
label = "{:.1f}%".format(
100 * p.get_height() / total
) # percentage of each class of the category
else:
label = p.get_height() # count of each level of the category
x = p.get_x() + p.get_width() / 2 # width of the plot
y = p.get_height() # height of the plot
ax.annotate(
label,
(x, y),
ha="center",
va="center",
size=12,
xytext=(0, 5),
textcoords="offset points",
) # annotate the percentage
plt.show() # show the plot
Cont = [
"Customer_Age",
"Months_on_book",
"Credit_Limit",
"Total_Revolving_Bal",
"Avg_Open_To_Buy",
"Total_Amt_Chng_Q4_Q1",
"Total_Trans_Amt",
"Total_Trans_Ct",
"Total_Ct_Chng_Q4_Q1",
"Avg_Utilization_Ratio",
]
for i in Cont:
histogram_boxplot(data, i)
findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. findfont: Font family ['normal'] not found. Falling back to DejaVu Sans.
# Let's take these variables as categorical data
cat = [
"Attrition_Flag",
"Gender",
"Dependent_count",
"Education_Level",
"Marital_Status",
"Income_Category",
"Card_Category",
"Total_Relationship_Count",
"Months_Inactive_12_mon",
"Contacts_Count_12_mon",
]
for i in cat:
labeled_barplot(data, i, perc=True)
findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. findfont: Font family ['normal'] not found. Falling back to DejaVu Sans.
plt.figure(figsize=(15, 7))
sns.heatmap(data.corr(), annot=True, vmin=-1, vmax=1, fmt=".2f", cmap="Spectral")
plt.show()
data1 = data.copy() # For version control
# Label encode Attrition_Flag
data1["Attrition_Flag"] = data1["Attrition_Flag"].replace(
{"Existing Customer": 0, "Attrited Customer": 1}
)
plt.figure(figsize=(15, 7))
sns.heatmap(data1.corr(), annot=True, vmin=-1, vmax=1, fmt=".2f", cmap="Spectral")
plt.show()
None of the variables have a strong relationship individually with the Attrition Flag.
## function to plot boxplots w.rt ProdTaken
Cont = [
"Customer_Age",
"Months_on_book",
"Credit_Limit",
"Total_Revolving_Bal",
"Avg_Open_To_Buy",
"Total_Amt_Chng_Q4_Q1",
"Total_Trans_Amt",
"Total_Trans_Ct",
"Total_Ct_Chng_Q4_Q1",
"Avg_Utilization_Ratio",
]
for i in Cont:
plt.figure(figsize=(15, 15))
sns.boxplot(data["Attrition_Flag"], data[i], palette="PuBu")
plt.show()
# Mean of numerical variables grouped by attrition
data.groupby(["Attrition_Flag"])[Cont].mean()
| Customer_Age | Months_on_book | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | ||||||||||
| Attrited Customer | 46.659 | 36.178 | 8136.039 | 672.823 | 7463.216 | 0.694 | 3095.026 | 44.934 | 0.554 | 0.162 |
| Existing Customer | 46.262 | 35.881 | 8726.878 | 1256.604 | 7470.273 | 0.773 | 4654.656 | 68.673 | 0.742 | 0.296 |
The table supports the observations from the boxplots above.
for i in cat:
if i != "Attrition_Flag":
count = data[i].nunique()
sorter = data["Attrition_Flag"].value_counts().index[-1]
tab1 = pd.crosstab(
data[i], data["Attrition_Flag"], normalize="index", margins=True
)
tab2 = pd.crosstab(data[i], data["Attrition_Flag"], margins=True)
print(pd.concat([tab2, tab1]))
print("-" * 100)
# print(tab1)
(pd.crosstab(data[i], data["Attrition_Flag"], normalize="index") * 100).plot(
kind="bar", figsize=(8, 4), stacked=True
)
plt.ylabel("Percentage Customer %")
plt.legend(
loc="lower left", frameon=False,
)
plt.legend(loc="upper left", bbox_to_anchor=(1, 1))
Attrition_Flag Attrited Customer Existing Customer All Gender F 930.000 4428.000 5358.000 M 697.000 4072.000 4769.000 All 1627.000 8500.000 10127.000 F 0.174 0.826 NaN M 0.146 0.854 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Dependent_count 0 135.000 769.000 904.000 1 269.000 1569.000 1838.000 2 417.000 2238.000 2655.000 3 482.000 2250.000 2732.000 4 260.000 1314.000 1574.000 5 64.000 360.000 424.000 All 1627.000 8500.000 10127.000 0 0.149 0.851 NaN 1 0.146 0.854 NaN 2 0.157 0.843 NaN 3 0.176 0.824 NaN 4 0.165 0.835 NaN 5 0.151 0.849 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Education_Level College 154.000 859.000 1013.000 Doctorate 95.000 356.000 451.000 Graduate 487.000 2641.000 3128.000 High School 306.000 1707.000 2013.000 Post-Graduate 92.000 424.000 516.000 Uneducated 237.000 1250.000 1487.000 All 1371.000 7237.000 8608.000 College 0.152 0.848 NaN Doctorate 0.211 0.789 NaN Graduate 0.156 0.844 NaN High School 0.152 0.848 NaN Post-Graduate 0.178 0.822 NaN Uneducated 0.159 0.841 NaN All 0.159 0.841 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Marital_Status Divorced 121.000 627.000 748.000 Married 709.000 3978.000 4687.000 Single 668.000 3275.000 3943.000 All 1498.000 7880.000 9378.000 Divorced 0.162 0.838 NaN Married 0.151 0.849 NaN Single 0.169 0.831 NaN All 0.160 0.840 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Income_Category $120K + 126.000 601.000 727.000 $40K - $60K 271.000 1519.000 1790.000 $60K - $80K 189.000 1213.000 1402.000 $80K - $120K 242.000 1293.000 1535.000 Less than $40K 612.000 2949.000 3561.000 abc 187.000 925.000 1112.000 All 1627.000 8500.000 10127.000 $120K + 0.173 0.827 NaN $40K - $60K 0.151 0.849 NaN $60K - $80K 0.135 0.865 NaN $80K - $120K 0.158 0.842 NaN Less than $40K 0.172 0.828 NaN abc 0.168 0.832 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Card_Category Blue 1519.000 7917.000 9436.000 Gold 21.000 95.000 116.000 Platinum 5.000 15.000 20.000 Silver 82.000 473.000 555.000 All 1627.000 8500.000 10127.000 Blue 0.161 0.839 NaN Gold 0.181 0.819 NaN Platinum 0.250 0.750 NaN Silver 0.148 0.852 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Total_Relationship_Count 1 233.000 677.000 910.000 2 346.000 897.000 1243.000 3 400.000 1905.000 2305.000 4 225.000 1687.000 1912.000 5 227.000 1664.000 1891.000 6 196.000 1670.000 1866.000 All 1627.000 8500.000 10127.000 1 0.256 0.744 NaN 2 0.278 0.722 NaN 3 0.174 0.826 NaN 4 0.118 0.882 NaN 5 0.120 0.880 NaN 6 0.105 0.895 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Months_Inactive_12_mon 0 15.000 14.000 29.000 1 100.000 2133.000 2233.000 2 505.000 2777.000 3282.000 3 826.000 3020.000 3846.000 4 130.000 305.000 435.000 5 32.000 146.000 178.000 6 19.000 105.000 124.000 All 1627.000 8500.000 10127.000 0 0.517 0.483 NaN 1 0.045 0.955 NaN 2 0.154 0.846 NaN 3 0.215 0.785 NaN 4 0.299 0.701 NaN 5 0.180 0.820 NaN 6 0.153 0.847 NaN All 0.161 0.839 NaN ---------------------------------------------------------------------------------------------------- Attrition_Flag Attrited Customer Existing Customer All Contacts_Count_12_mon 0 7.000 392.000 399.000 1 108.000 1391.000 1499.000 2 403.000 2824.000 3227.000 3 681.000 2699.000 3380.000 4 315.000 1077.000 1392.000 5 59.000 117.000 176.000 6 54.000 0.000 54.000 All 1627.000 8500.000 10127.000 0 0.018 0.982 NaN 1 0.072 0.928 NaN 2 0.125 0.875 NaN 3 0.201 0.799 NaN 4 0.226 0.774 NaN 5 0.335 0.665 NaN 6 1.000 0.000 NaN All 0.161 0.839 NaN ----------------------------------------------------------------------------------------------------
for i in cat:
if i != "Income_Category":
count = data[i].nunique()
sorter = data["Income_Category"].value_counts().index[-1]
tab1 = pd.crosstab(
data[i], data["Income_Category"], normalize="index", margins=True,
)
tab2 = pd.crosstab(data[i], data["Income_Category"], margins=True)
print(pd.concat([tab2, tab1]))
print("-" * 100)
# print(tab1)
(pd.crosstab(data[i], data["Income_Category"], normalize="index") * 100).plot(
kind="bar", figsize=(8, 4), stacked=True
)
plt.ylabel("Percentage Customer %")
plt.legend(
loc="lower left", frameon=False,
)
plt.legend(loc="upper left", bbox_to_anchor=(1, 1))
Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Attrition_Flag Attrited Customer 126.000 271.000 189.000 242.000 Existing Customer 601.000 1519.000 1213.000 1293.000 All 727.000 1790.000 1402.000 1535.000 Attrited Customer 0.077 0.167 0.116 0.149 Existing Customer 0.071 0.179 0.143 0.152 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Attrition_Flag Attrited Customer 612.000 187.000 1627.000 Existing Customer 2949.000 925.000 8500.000 All 3561.000 1112.000 10127.000 Attrited Customer 0.376 0.115 NaN Existing Customer 0.347 0.109 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Gender F 0.000 1014.000 0.000 0.000 M 727.000 776.000 1402.000 1535.000 All 727.000 1790.000 1402.000 1535.000 F 0.000 0.189 0.000 0.000 M 0.152 0.163 0.294 0.322 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Gender F 3284.000 1060.000 5358.000 M 277.000 52.000 4769.000 All 3561.000 1112.000 10127.000 F 0.613 0.198 NaN M 0.058 0.011 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Dependent_count 0 29.000 174.000 109.000 81.000 1 116.000 341.000 225.000 255.000 2 242.000 455.000 376.000 404.000 3 201.000 474.000 398.000 473.000 4 108.000 271.000 220.000 266.000 5 31.000 75.000 74.000 56.000 All 727.000 1790.000 1402.000 1535.000 0 0.032 0.192 0.121 0.090 1 0.063 0.186 0.122 0.139 2 0.091 0.171 0.142 0.152 3 0.074 0.173 0.146 0.173 4 0.069 0.172 0.140 0.169 5 0.073 0.177 0.175 0.132 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Dependent_count 0 389.000 122.000 904.000 1 693.000 208.000 1838.000 2 900.000 278.000 2655.000 3 896.000 290.000 2732.000 4 535.000 174.000 1574.000 5 148.000 40.000 424.000 All 3561.000 1112.000 10127.000 0 0.430 0.135 NaN 1 0.377 0.113 NaN 2 0.339 0.105 NaN 3 0.328 0.106 NaN 4 0.340 0.111 NaN 5 0.349 0.094 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Education_Level College 70.000 183.000 132.000 175.000 Doctorate 37.000 70.000 59.000 57.000 Graduate 204.000 553.000 422.000 478.000 High School 147.000 355.000 307.000 308.000 Post-Graduate 30.000 111.000 77.000 81.000 Uneducated 119.000 249.000 195.000 217.000 All 607.000 1521.000 1192.000 1316.000 College 0.069 0.181 0.130 0.173 Doctorate 0.082 0.155 0.131 0.126 Graduate 0.065 0.177 0.135 0.153 High School 0.073 0.176 0.153 0.153 Post-Graduate 0.058 0.215 0.149 0.157 Uneducated 0.080 0.167 0.131 0.146 All 0.071 0.177 0.138 0.153 Income_Category Less than $40K abc All Education_Level College 345.000 108.000 1013.000 Doctorate 158.000 70.000 451.000 Graduate 1139.000 332.000 3128.000 High School 671.000 225.000 2013.000 Post-Graduate 170.000 47.000 516.000 Uneducated 522.000 185.000 1487.000 All 3005.000 967.000 8608.000 College 0.341 0.107 NaN Doctorate 0.350 0.155 NaN Graduate 0.364 0.106 NaN High School 0.333 0.112 NaN Post-Graduate 0.329 0.091 NaN Uneducated 0.351 0.124 NaN All 0.349 0.112 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Marital_Status Divorced 52.000 138.000 108.000 103.000 Married 354.000 816.000 661.000 735.000 Single 274.000 704.000 531.000 561.000 All 680.000 1658.000 1300.000 1399.000 Divorced 0.070 0.184 0.144 0.138 Married 0.076 0.174 0.141 0.157 Single 0.069 0.179 0.135 0.142 All 0.073 0.177 0.139 0.149 Income_Category Less than $40K abc All Marital_Status Divorced 254.000 93.000 748.000 Married 1628.000 493.000 4687.000 Single 1429.000 444.000 3943.000 All 3311.000 1030.000 9378.000 Divorced 0.340 0.124 NaN Married 0.347 0.105 NaN Single 0.362 0.113 NaN All 0.353 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Card_Category Blue 645.000 1675.000 1273.000 1395.000 Gold 18.000 15.000 29.000 21.000 Platinum 4.000 1.000 4.000 2.000 Silver 60.000 99.000 96.000 117.000 All 727.000 1790.000 1402.000 1535.000 Blue 0.068 0.178 0.135 0.148 Gold 0.155 0.129 0.250 0.181 Platinum 0.200 0.050 0.200 0.100 Silver 0.108 0.178 0.173 0.211 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Card_Category Blue 3403.000 1045.000 9436.000 Gold 24.000 9.000 116.000 Platinum 4.000 5.000 20.000 Silver 130.000 53.000 555.000 All 3561.000 1112.000 10127.000 Blue 0.361 0.111 NaN Gold 0.207 0.078 NaN Platinum 0.200 0.250 NaN Silver 0.234 0.095 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Total_Relationship_Count 1 64.000 159.000 124.000 147.000 2 106.000 236.000 164.000 195.000 3 157.000 412.000 312.000 340.000 4 137.000 322.000 279.000 282.000 5 126.000 349.000 267.000 252.000 6 137.000 312.000 256.000 319.000 All 727.000 1790.000 1402.000 1535.000 1 0.070 0.175 0.136 0.162 2 0.085 0.190 0.132 0.157 3 0.068 0.179 0.135 0.148 4 0.072 0.168 0.146 0.147 5 0.067 0.185 0.141 0.133 6 0.073 0.167 0.137 0.171 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Total_Relationship_Count 1 326.000 90.000 910.000 2 399.000 143.000 1243.000 3 819.000 265.000 2305.000 4 686.000 206.000 1912.000 5 696.000 201.000 1891.000 6 635.000 207.000 1866.000 All 3561.000 1112.000 10127.000 1 0.358 0.099 NaN 2 0.321 0.115 NaN 3 0.355 0.115 NaN 4 0.359 0.108 NaN 5 0.368 0.106 NaN 6 0.340 0.111 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Months_Inactive_12_mon 0 1.000 6.000 1.000 2.000 1 147.000 430.000 316.000 338.000 2 270.000 582.000 441.000 502.000 3 253.000 646.000 560.000 594.000 4 38.000 75.000 47.000 63.000 5 11.000 31.000 22.000 20.000 6 7.000 20.000 15.000 16.000 All 727.000 1790.000 1402.000 1535.000 0 0.034 0.207 0.034 0.069 1 0.066 0.193 0.142 0.151 2 0.082 0.177 0.134 0.153 3 0.066 0.168 0.146 0.154 4 0.087 0.172 0.108 0.145 5 0.062 0.174 0.124 0.112 6 0.056 0.161 0.121 0.129 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Months_Inactive_12_mon 0 13.000 6.000 29.000 1 751.000 251.000 2233.000 2 1164.000 323.000 3282.000 3 1357.000 436.000 3846.000 4 151.000 61.000 435.000 5 75.000 19.000 178.000 6 50.000 16.000 124.000 All 3561.000 1112.000 10127.000 0 0.448 0.207 NaN 1 0.336 0.112 NaN 2 0.355 0.098 NaN 3 0.353 0.113 NaN 4 0.347 0.140 NaN 5 0.421 0.107 NaN 6 0.403 0.129 NaN All 0.352 0.110 NaN ---------------------------------------------------------------------------------------------------- Income_Category $120K + $40K - $60K $60K - $80K $80K - $120K \ Contacts_Count_12_mon 0 25.000 51.000 63.000 65.000 1 99.000 280.000 195.000 205.000 2 229.000 582.000 467.000 479.000 3 234.000 604.000 440.000 533.000 4 117.000 228.000 201.000 219.000 5 20.000 33.000 26.000 27.000 6 3.000 12.000 10.000 7.000 All 727.000 1790.000 1402.000 1535.000 0 0.063 0.128 0.158 0.163 1 0.066 0.187 0.130 0.137 2 0.071 0.180 0.145 0.148 3 0.069 0.179 0.130 0.158 4 0.084 0.164 0.144 0.157 5 0.114 0.188 0.148 0.153 6 0.056 0.222 0.185 0.130 All 0.072 0.177 0.138 0.152 Income_Category Less than $40K abc All Contacts_Count_12_mon 0 159.000 36.000 399.000 1 549.000 171.000 1499.000 2 1120.000 350.000 3227.000 3 1181.000 388.000 3380.000 4 485.000 142.000 1392.000 5 55.000 15.000 176.000 6 12.000 10.000 54.000 All 3561.000 1112.000 10127.000 0 0.398 0.090 NaN 1 0.366 0.114 NaN 2 0.347 0.108 NaN 3 0.349 0.115 NaN 4 0.348 0.102 NaN 5 0.312 0.085 NaN 6 0.222 0.185 NaN All 0.352 0.110 NaN ----------------------------------------------------------------------------------------------------
data2 = data1.copy() # For version control
#To rename columns in a dataframe
#data2=data2.rename(columns={'Months_on_book': 'Months_On_Book', 'Dependent_count': 'Dependent_Count', 'Months_Inactive_12_mon'
#: 'Months_Inactive_12_Mon','Contacts_Count_12_mon' : 'Contacts_Count_12_Mon'}, inplace=False)
for i in data.columns:
print(data[i].value_counts(dropna=False).sort_values(ascending=False))
print("*" * 100)
Existing Customer 8500
Attrited Customer 1627
Name: Attrition_Flag, dtype: int64
****************************************************************************************************
44 500
49 495
46 490
45 486
47 479
43 473
48 472
50 452
42 426
51 398
53 387
41 379
52 376
40 361
39 333
54 307
38 303
55 279
56 262
37 260
57 223
36 221
35 184
58 157
59 157
34 146
33 127
60 127
32 106
65 101
61 93
62 93
31 91
26 78
30 70
63 65
29 56
64 43
27 32
28 29
67 4
68 2
66 2
70 1
73 1
Name: Customer_Age, dtype: int64
****************************************************************************************************
F 5358
M 4769
Name: Gender, dtype: int64
****************************************************************************************************
3 2732
2 2655
1 1838
4 1574
0 904
5 424
Name: Dependent_count, dtype: int64
****************************************************************************************************
Graduate 3128
High School 2013
NaN 1519
Uneducated 1487
College 1013
Post-Graduate 516
Doctorate 451
Name: Education_Level, dtype: int64
****************************************************************************************************
Married 4687
Single 3943
NaN 749
Divorced 748
Name: Marital_Status, dtype: int64
****************************************************************************************************
Less than $40K 3561
$40K - $60K 1790
$80K - $120K 1535
$60K - $80K 1402
abc 1112
$120K + 727
Name: Income_Category, dtype: int64
****************************************************************************************************
Blue 9436
Silver 555
Gold 116
Platinum 20
Name: Card_Category, dtype: int64
****************************************************************************************************
36 2463
37 358
34 353
38 347
39 341
40 333
31 318
35 317
33 305
30 300
41 297
32 289
28 275
43 273
42 271
29 241
44 230
45 227
27 206
46 197
26 186
47 171
25 165
48 162
24 160
49 141
23 116
22 105
56 103
50 96
21 83
51 80
53 78
20 74
13 70
19 63
52 62
18 58
54 53
55 42
17 39
15 34
16 29
14 16
Name: Months_on_book, dtype: int64
****************************************************************************************************
3 2305
4 1912
5 1891
6 1866
2 1243
1 910
Name: Total_Relationship_Count, dtype: int64
****************************************************************************************************
3 3846
2 3282
1 2233
4 435
5 178
6 124
0 29
Name: Months_Inactive_12_mon, dtype: int64
****************************************************************************************************
3 3380
2 3227
1 1499
4 1392
0 399
5 176
6 54
Name: Contacts_Count_12_mon, dtype: int64
****************************************************************************************************
34516.000 508
1438.300 507
15987.000 18
9959.000 18
23981.000 12
...
2414.000 1
31258.000 1
8051.000 1
14987.000 1
3741.000 1
Name: Credit_Limit, Length: 6205, dtype: int64
****************************************************************************************************
0 2470
2517 508
1965 12
1480 12
1664 11
...
412 1
2485 1
2501 1
460 1
1269 1
Name: Total_Revolving_Bal, Length: 1974, dtype: int64
****************************************************************************************************
1438.300 324
34516.000 98
31999.000 26
787.000 8
701.000 7
...
2807.000 1
32106.000 1
24462.000 1
7128.000 1
1570.000 1
Name: Avg_Open_To_Buy, Length: 6813, dtype: int64
****************************************************************************************************
0.791 36
0.743 34
0.712 34
0.718 33
0.735 33
..
0.362 1
0.266 1
1.493 1
1.391 1
1.787 1
Name: Total_Amt_Chng_Q4_Q1, Length: 1158, dtype: int64
****************************************************************************************************
4509 11
4253 11
4518 10
2229 10
4042 9
..
15071 1
16369 1
2777 1
16377 1
8192 1
Name: Total_Trans_Amt, Length: 5033, dtype: int64
****************************************************************************************************
81 208
75 203
71 203
69 202
82 202
...
11 2
134 1
132 1
138 1
139 1
Name: Total_Trans_Ct, Length: 126, dtype: int64
****************************************************************************************************
0.667 171
1.000 166
0.500 161
0.750 156
0.600 113
...
0.190 1
1.722 1
1.229 1
1.128 1
1.074 1
Name: Total_Ct_Chng_Q4_Q1, Length: 830, dtype: int64
****************************************************************************************************
0.000 2470
0.073 44
0.057 33
0.048 32
0.060 30
...
0.920 1
0.869 1
0.846 1
0.930 1
0.972 1
Name: Avg_Utilization_Ratio, Length: 964, dtype: int64
****************************************************************************************************
-There are missing values in Education_Level.
-There are missing values in Marital_Status.
abc appears to be input error in Income_Category (but it's behaviour is similar to Income_Category less than 40K dollars based on the cross-tab result).
We would most likely assign abc to Income_Category less than 40K dollars.
We also expect outliers in the following features (attributes) based on the Univariate EDA:
Credit_Limit is right-skewed and outliers are observed above (23,500 dollars).
Avg_Open_To_Buy is right-skewed and outliers are observed above (22,500 dollars)
Total_Amt_Chng_Q4_Q1 appears partially right-skewed, however outliers are observed below 0.3 and above 1.2.
Total_Trans_Amt is right-skewed and outliers are observed above (8500 dollars).
Total_Trans_Ct is left-skewed, however a few outliers are observed above 134.
Total_Ct_Chng_Q4_Q1 appears normally distributed, however outliers are observed below 0.2 and above 1.2.
df1 = data.copy() # For version control
# replace abc with most frequent observation (Less than $40K)
df1["Income_Category"] = df1["Income_Category"].replace({"abc": "Less than $40K"})
df1["Income_Category"].value_counts()
Less than $40K 4673 $40K - $60K 1790 $80K - $120K 1535 $60K - $80K 1402 $120K + 727 Name: Income_Category, dtype: int64
df1[df1["Credit_Limit"] > 23500].describe().T
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Customer_Age | 1004.000 | 46.393 | 6.794 | 26.000 | 42.000 | 47.000 | 51.000 | 65.000 |
| Months_on_book | 1004.000 | 35.970 | 6.832 | 13.000 | 32.000 | 36.000 | 39.000 | 56.000 |
| Credit_Limit | 1004.000 | 31393.333 | 3887.859 | 23502.000 | 27915.750 | 34516.000 | 34516.000 | 34516.000 |
| Total_Revolving_Bal | 1004.000 | 1214.758 | 806.249 | 0.000 | 600.500 | 1338.500 | 1834.500 | 2517.000 |
| Avg_Open_To_Buy | 1004.000 | 30178.575 | 3963.386 | 21290.000 | 26803.500 | 32206.000 | 33219.000 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 1004.000 | 0.760 | 0.208 | 0.000 | 0.633 | 0.742 | 0.863 | 2.204 |
| Total_Trans_Amt | 1004.000 | 5660.980 | 4490.840 | 597.000 | 2152.750 | 3919.000 | 7911.750 | 17350.000 |
| Total_Trans_Ct | 1004.000 | 69.065 | 26.956 | 10.000 | 47.750 | 68.000 | 87.000 | 139.000 |
| Total_Ct_Chng_Q4_Q1 | 1004.000 | 0.707 | 0.232 | 0.000 | 0.582 | 0.704 | 0.798 | 2.429 |
| Avg_Utilization_Ratio | 1004.000 | 0.039 | 0.027 | 0.000 | 0.020 | 0.042 | 0.059 | 0.105 |
print('Percentage of observations for Credit Limit above 23500')
df1[df1["Credit_Limit"] > 23500].count() / df1[
"Credit_Limit"
].count() * 100
Percentage of observations for Credit Limit above 23500
Attrition_Flag 9.914 Customer_Age 9.914 Gender 9.914 Dependent_count 9.914 Education_Level 8.423 Marital_Status 9.025 Income_Category 9.914 Card_Category 9.914 Months_on_book 9.914 Total_Relationship_Count 9.914 Months_Inactive_12_mon 9.914 Contacts_Count_12_mon 9.914 Credit_Limit 9.914 Total_Revolving_Bal 9.914 Avg_Open_To_Buy 9.914 Total_Amt_Chng_Q4_Q1 9.914 Total_Trans_Amt 9.914 Total_Trans_Ct 9.914 Total_Ct_Chng_Q4_Q1 9.914 Avg_Utilization_Ratio 9.914 dtype: float64
The amount of observation is about 10%. So, we would not treat them as outliers.
print('Percentage of observations for Avg_Open_To_Buy above 22500')
df1[df1["Avg_Open_To_Buy"] > 22500].count() / df1[
"Avg_Open_To_Buy"
].count() * 100
Percentage of observations for Avg_Open_To_Buy above 22500
Attrition_Flag 9.628 Customer_Age 9.628 Gender 9.628 Dependent_count 9.628 Education_Level 8.226 Marital_Status 8.798 Income_Category 9.628 Card_Category 9.628 Months_on_book 9.628 Total_Relationship_Count 9.628 Months_Inactive_12_mon 9.628 Contacts_Count_12_mon 9.628 Credit_Limit 9.628 Total_Revolving_Bal 9.628 Avg_Open_To_Buy 9.628 Total_Amt_Chng_Q4_Q1 9.628 Total_Trans_Amt 9.628 Total_Trans_Ct 9.628 Total_Ct_Chng_Q4_Q1 9.628 Avg_Utilization_Ratio 9.628 dtype: float64
The amount of observation is about 10%. So, we would not treat them as outliers.
df1[df1["Total_Amt_Chng_Q4_Q1"] < 0.3]
| Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 597 | Existing Customer | 44 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 29 | 4 | 2 | 2 | 7788.000 | 0 | 7788.000 | 0.296 | 1196 | 30 | 0.429 | 0.000 |
| 985 | Existing Customer | 42 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 3 | 2 | 14281.000 | 1519 | 12762.000 | 0.256 | 1164 | 35 | 0.522 | 0.106 |
| 1048 | Attrited Customer | 36 | M | 3 | Post-Graduate | Married | $120K + | Blue | 27 | 2 | 1 | 2 | 13873.000 | 0 | 13873.000 | 0.233 | 694 | 18 | 0.286 | 0.000 |
| 1693 | Attrited Customer | 37 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 3 | 4 | 3 | 11638.000 | 926 | 10712.000 | 0.262 | 563 | 15 | 0.364 | 0.080 |
| 1865 | Existing Customer | 55 | M | 0 | High School | Married | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 3864.000 | 1901 | 1963.000 | 0.289 | 1018 | 32 | 0.391 | 0.492 |
| 1872 | Existing Customer | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 52 | 5 | 1 | 2 | 2595.000 | 2189 | 406.000 | 0.276 | 1562 | 27 | 0.174 | 0.844 |
| 1874 | Existing Customer | 63 | M | 2 | High School | Married | $80K - $120K | Blue | 51 | 4 | 2 | 3 | 6922.000 | 1704 | 5218.000 | 0.278 | 1449 | 28 | 0.217 | 0.246 |
| 1905 | Attrited Customer | 37 | M | 2 | Graduate | Married | $120K + | Blue | 30 | 2 | 4 | 4 | 13662.000 | 0 | 13662.000 | 0.153 | 725 | 22 | 0.000 | 0.000 |
| 2500 | Attrited Customer | 39 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1575.000 | 592 | 983.000 | 0.236 | 644 | 15 | 0.154 | 0.376 |
| 2898 | Existing Customer | 54 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 4 | 2 | 7477.000 | 1752 | 5725.000 | 0.294 | 1543 | 34 | 0.172 | 0.234 |
| 3306 | Attrited Customer | 50 | M | 2 | High School | Single | $80K - $120K | Blue | 38 | 1 | 2 | 3 | 4915.000 | 464 | 4451.000 | 0.242 | 1474 | 36 | 0.091 | 0.094 |
| 3418 | Attrited Customer | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 55 | 1 | 5 | 5 | 10882.000 | 2517 | 8365.000 | 0.266 | 1861 | 46 | 0.278 | 0.231 |
| 3555 | Attrited Customer | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 39 | 2 | 3 | 4 | 14839.000 | 512 | 14327.000 | 0.176 | 1453 | 26 | 0.130 | 0.035 |
| 3596 | Attrited Customer | 45 | M | 1 | Graduate | Single | $60K - $80K | Blue | 41 | 2 | 3 | 2 | 9904.000 | 2513 | 7391.000 | 0.000 | 1152 | 28 | 0.000 | 0.254 |
| 3660 | Attrited Customer | 53 | F | 1 | NaN | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 3099.000 | 0 | 3099.000 | 0.279 | 1401 | 44 | 0.419 | 0.000 |
| 4037 | Attrited Customer | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 4287.000 | 0 | 4287.000 | 0.294 | 1635 | 41 | 0.242 | 0.000 |
| 4118 | Attrited Customer | 50 | F | 2 | NaN | Married | Less than $40K | Blue | 39 | 3 | 2 | 1 | 1773.000 | 0 | 1773.000 | 0.228 | 1764 | 30 | 0.111 | 0.000 |
| 4153 | Attrited Customer | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 18 | 5 | 3 | 4 | 8668.000 | 0 | 8668.000 | 0.275 | 1402 | 38 | 0.310 | 0.000 |
| 4184 | Attrited Customer | 52 | M | 3 | Uneducated | NaN | $120K + | Blue | 46 | 2 | 4 | 4 | 13354.000 | 0 | 13354.000 | 0.018 | 1097 | 28 | 0.077 | 0.000 |
| 4393 | Attrited Customer | 28 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 5 | 1624.000 | 0 | 1624.000 | 0.299 | 1897 | 35 | 0.250 | 0.000 |
| 4417 | Attrited Customer | 46 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 8258.000 | 1771 | 6487.000 | 0.000 | 1447 | 23 | 0.000 | 0.214 |
| 4443 | Attrited Customer | 38 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 3 | 2435.000 | 2432 | 3.000 | 0.120 | 1460 | 32 | 0.103 | 0.999 |
| 4701 | Attrited Customer | 52 | M | 3 | Uneducated | Single | $120K + | Blue | 48 | 5 | 3 | 4 | 20974.000 | 0 | 20974.000 | 0.000 | 1246 | 27 | 0.000 | 0.000 |
| 4730 | Attrited Customer | 60 | F | 1 | NaN | Single | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2425.000 | 0 | 2425.000 | 0.187 | 1522 | 36 | 0.200 | 0.000 |
| 4952 | Attrited Customer | 44 | M | 1 | NaN | Single | $60K - $80K | Blue | 33 | 3 | 2 | 4 | 2540.000 | 0 | 2540.000 | 0.212 | 1531 | 31 | 0.107 | 0.000 |
| 5102 | Attrited Customer | 39 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.300 | 886 | 552.300 | 0.240 | 1674 | 42 | 0.312 | 0.616 |
| 5161 | Attrited Customer | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 2440.000 | 1002 | 1438.000 | 0.061 | 1533 | 42 | 0.105 | 0.411 |
| 5403 | Existing Customer | 53 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 2611.000 | 787 | 1824.000 | 0.298 | 2955 | 56 | 0.600 | 0.301 |
| 5800 | Attrited Customer | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 7970.000 | 2282 | 5688.000 | 0.280 | 1872 | 41 | 0.206 | 0.286 |
| 5874 | Attrited Customer | 42 | F | 4 | Doctorate | Married | Less than $40K | Blue | 24 | 3 | 2 | 3 | 4304.000 | 0 | 4304.000 | 0.183 | 1788 | 36 | 0.091 | 0.000 |
| 5878 | Attrited Customer | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 5 | 2060.000 | 0 | 2060.000 | 0.251 | 1976 | 44 | 0.257 | 0.000 |
| 6083 | Attrited Customer | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 3 | 6 | 3 | 1638.000 | 0 | 1638.000 | 0.163 | 1702 | 36 | 0.125 | 0.000 |
| 6484 | Attrited Customer | 60 | F | 2 | High School | Married | Less than $40K | Blue | 42 | 3 | 3 | 2 | 1438.300 | 0 | 1438.300 | 0.061 | 1628 | 42 | 0.077 | 0.000 |
| 6541 | Attrited Customer | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 10031.000 | 0 | 10031.000 | 0.238 | 1792 | 29 | 0.074 | 0.000 |
| 6559 | Attrited Customer | 44 | F | 3 | NaN | Divorced | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 1689.000 | 0 | 1689.000 | 0.202 | 1588 | 37 | 0.276 | 0.000 |
| 6561 | Attrited Customer | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 51 | 3 | 5 | 2 | 1614.000 | 0 | 1614.000 | 0.241 | 1690 | 38 | 0.357 | 0.000 |
| 6763 | Existing Customer | 48 | F | 2 | Graduate | Married | $40K - $60K | Silver | 41 | 6 | 3 | 1 | 16002.000 | 2076 | 13926.000 | 0.293 | 3667 | 52 | 1.167 | 0.130 |
| 6995 | Attrited Customer | 46 | M | 2 | College | Married | $40K - $60K | Silver | 34 | 5 | 3 | 4 | 16547.000 | 0 | 16547.000 | 0.242 | 1561 | 41 | 0.367 | 0.000 |
| 7165 | Attrited Customer | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 5590.000 | 0 | 5590.000 | 0.010 | 1507 | 32 | 0.000 | 0.000 |
| 7207 | Attrited Customer | 54 | M | 4 | High School | Single | $80K - $120K | Silver | 49 | 1 | 3 | 4 | 34516.000 | 214 | 34302.000 | 0.000 | 1201 | 22 | 0.000 | 0.006 |
| 7330 | Attrited Customer | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 1438.300 | 0 | 1438.300 | 0.198 | 1687 | 38 | 0.226 | 0.000 |
| 7666 | Attrited Customer | 40 | F | 3 | NaN | Single | $40K - $60K | Blue | 29 | 3 | 3 | 3 | 2473.000 | 2332 | 141.000 | 0.293 | 1738 | 32 | 0.455 | 0.943 |
| 7761 | Attrited Customer | 52 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 45 | 2 | 4 | 1 | 1760.000 | 0 | 1760.000 | 0.046 | 1554 | 35 | 0.029 | 0.000 |
| 7997 | Attrited Customer | 43 | F | 4 | College | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1484.000 | 0 | 1484.000 | 0.200 | 1664 | 39 | 0.500 | 0.000 |
| 7998 | Attrited Customer | 37 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 2 | 5 | 3233.000 | 2517 | 716.000 | 0.000 | 1339 | 32 | 0.000 | 0.779 |
| 8398 | Attrited Customer | 46 | F | 2 | Graduate | NaN | Less than $40K | Blue | 40 | 5 | 2 | 2 | 6568.000 | 0 | 6568.000 | 0.101 | 1507 | 33 | 0.222 | 0.000 |
| 9136 | Attrited Customer | 34 | M | 1 | NaN | Single | $80K - $120K | Blue | 22 | 1 | 2 | 2 | 3711.000 | 1413 | 2298.000 | 0.175 | 3922 | 51 | 0.645 | 0.381 |
| 9240 | Attrited Customer | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 3 | 2 | 3319.000 | 0 | 3319.000 | 0.262 | 4840 | 44 | 0.375 | 0.000 |
| 9307 | Attrited Customer | 47 | F | 4 | Uneducated | Married | $40K - $60K | Gold | 34 | 2 | 3 | 3 | 23981.000 | 0 | 23981.000 | 0.196 | 4536 | 61 | 0.605 | 0.000 |
| 9567 | Attrited Customer | 55 | M | 1 | College | Single | $80K - $120K | Blue | 43 | 2 | 2 | 3 | 24884.000 | 0 | 24884.000 | 0.072 | 5107 | 53 | 0.293 | 0.000 |
| 9793 | Attrited Customer | 42 | F | 2 | Graduate | Single | $40K - $60K | Silver | 32 | 4 | 3 | 3 | 17909.000 | 0 | 17909.000 | 0.225 | 5977 | 58 | 0.487 | 0.000 |
| 9808 | Attrited Customer | 34 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 24 | 1 | 2 | 3 | 34516.000 | 400 | 34116.000 | 0.202 | 5112 | 49 | 0.256 | 0.012 |
| 9963 | Attrited Customer | 48 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 5 | 8431.000 | 0 | 8431.000 | 0.222 | 5189 | 57 | 0.357 | 0.000 |
| 10008 | Attrited Customer | 50 | M | 2 | NaN | Married | $120K + | Blue | 36 | 6 | 2 | 2 | 16081.000 | 492 | 15589.000 | 0.204 | 6100 | 61 | 0.564 | 0.031 |
| 10119 | Attrited Customer | 55 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 4 | 3 | 3 | 14657.000 | 2517 | 12140.000 | 0.166 | 6009 | 53 | 0.514 | 0.172 |
df1[df1["Total_Amt_Chng_Q4_Q1"] > 1.2].head()
| Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Existing Customer | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.000 | 777 | 11914.000 | 1.335 | 1144 | 42 | 1.625 | 0.061 |
| 1 | Existing Customer | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.000 | 864 | 7392.000 | 1.541 | 1291 | 33 | 3.714 | 0.105 |
| 2 | Existing Customer | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 3418.000 | 2.594 | 1887 | 20 | 2.333 | 0.000 |
| 3 | Existing Customer | 40 | F | 4 | High School | NaN | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.000 | 2517 | 796.000 | 1.405 | 1171 | 20 | 2.333 | 0.760 |
| 4 | Existing Customer | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.000 | 0 | 4716.000 | 2.175 | 816 | 28 | 2.500 | 0.000 |
df1[df1["Total_Amt_Chng_Q4_Q1"] > 1.2].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 350 | 2 | Existing Customer | 344 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 350.000 | NaN | NaN | NaN | 45.057 | 9.916 | 28.000 | 37.000 | 44.000 | 53.000 | 73.000 |
| Gender | 350 | 2 | M | 204 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 350.000 | 6.000 | 2.000 | 88.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 297 | 6 | Graduate | 97 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 336 | 3 | Married | 256 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 350 | 5 | Less than $40K | 131 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 350 | 3 | Blue | 334 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 350.000 | NaN | NaN | NaN | 34.606 | 9.351 | 13.000 | 28.000 | 36.000 | 39.000 | 56.000 |
| Total_Relationship_Count | 350.000 | 6.000 | 4.000 | 94.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 350.000 | 6.000 | 2.000 | 137.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 350.000 | 6.000 | 2.000 | 116.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 350.000 | NaN | NaN | NaN | 8937.158 | 8856.351 | 1438.300 | 2807.500 | 4874.500 | 12237.250 | 34516.000 |
| Total_Revolving_Bal | 350.000 | NaN | NaN | NaN | 1424.640 | 722.480 | 0.000 | 989.000 | 1511.500 | 1934.250 | 2517.000 |
| Avg_Open_To_Buy | 350.000 | NaN | NaN | NaN | 7512.518 | 8953.750 | 95.000 | 1064.000 | 3550.000 | 10996.250 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 350.000 | NaN | NaN | NaN | 1.464 | 0.290 | 1.201 | 1.276 | 1.373 | 1.554 | 3.397 |
| Total_Trans_Amt | 350.000 | NaN | NaN | NaN | 2410.283 | 1245.619 | 816.000 | 1723.250 | 2282.500 | 2758.000 | 15180.000 |
| Total_Trans_Ct | 350.000 | NaN | NaN | NaN | 45.203 | 15.489 | 14.000 | 33.000 | 45.000 | 56.000 | 103.000 |
| Total_Ct_Chng_Q4_Q1 | 350.000 | NaN | NaN | NaN | 1.010 | 0.478 | 0.038 | 0.722 | 0.900 | 1.143 | 3.714 |
| Avg_Utilization_Ratio | 350.000 | NaN | NaN | NaN | 0.329 | 0.279 | 0.000 | 0.075 | 0.239 | 0.583 | 0.963 |
df1[df1["Total_Amt_Chng_Q4_Q1"] < 0.3].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 55 | 2 | Attrited Customer | 47 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 55.000 | NaN | NaN | NaN | 47.455 | 7.918 | 28.000 | 42.000 | 47.000 | 53.500 | 63.000 |
| Gender | 55 | 2 | F | 30 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 55.000 | 6.000 | 3.000 | 21.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 43 | 6 | Graduate | 13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 53 | 3 | Married | 25 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 55 | 5 | Less than $40K | 22 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 55 | 3 | Blue | 49 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 55.000 | NaN | NaN | NaN | 36.982 | 7.747 | 18.000 | 33.500 | 36.000 | 41.000 | 55.000 |
| Total_Relationship_Count | 55.000 | 6.000 | 3.000 | 17.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 55.000 | 6.000 | 2.000 | 22.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 55.000 | 5.000 | 2.000 | 16.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 55.000 | NaN | NaN | NaN | 8508.835 | 8058.516 | 1438.300 | 2437.500 | 5590.000 | 13508.000 | 34516.000 |
| Total_Revolving_Bal | 55.000 | NaN | NaN | NaN | 685.636 | 929.919 | 0.000 | 0.000 | 0.000 | 1466.000 | 2517.000 |
| Avg_Open_To_Buy | 55.000 | NaN | NaN | NaN | 7823.198 | 8167.766 | 3.000 | 1724.500 | 5218.000 | 12451.000 | 34302.000 |
| Total_Amt_Chng_Q4_Q1 | 55.000 | NaN | NaN | NaN | 0.191 | 0.096 | 0.000 | 0.158 | 0.222 | 0.264 | 0.299 |
| Total_Trans_Amt | 55.000 | NaN | NaN | NaN | 2133.000 | 1473.088 | 563.000 | 1424.500 | 1562.000 | 1866.500 | 6100.000 |
| Total_Trans_Ct | 55.000 | NaN | NaN | NaN | 37.145 | 11.131 | 15.000 | 30.000 | 36.000 | 43.000 | 61.000 |
| Total_Ct_Chng_Q4_Q1 | 55.000 | NaN | NaN | NaN | 0.265 | 0.218 | 0.000 | 0.104 | 0.242 | 0.371 | 1.167 |
| Avg_Utilization_Ratio | 55.000 | NaN | NaN | NaN | 0.150 | 0.257 | 0.000 | 0.000 | 0.000 | 0.233 | 0.999 |
Total_Amt_Chng_Q4_Q1 contains similar attributes in the main data. So, we won't treat them as outliers in this model
df1[df1["Total_Trans_Amt"] > 8500].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 929 | 2 | Existing Customer | 826 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 929.000 | NaN | NaN | NaN | 45.046 | 8.005 | 27.000 | 40.000 | 45.000 | 51.000 | 63.000 |
| Gender | 929 | 2 | M | 571 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 929.000 | 6.000 | 2.000 | 260.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 783 | 6 | Graduate | 291 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 857 | 3 | Married | 414 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 929 | 5 | Less than $40K | 329 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 929 | 4 | Blue | 728 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 929.000 | NaN | NaN | NaN | 34.996 | 8.061 | 13.000 | 31.000 | 36.000 | 40.000 | 55.000 |
| Total_Relationship_Count | 929.000 | 6.000 | 2.000 | 350.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 929.000 | 6.000 | 3.000 | 351.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 929.000 | 7.000 | 3.000 | 321.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 929.000 | NaN | NaN | NaN | 14276.259 | 10916.638 | 2219.000 | 4720.000 | 10272.000 | 21498.000 | 34516.000 |
| Total_Revolving_Bal | 929.000 | NaN | NaN | NaN | 1317.344 | 775.078 | 0.000 | 841.000 | 1437.000 | 1889.000 | 2517.000 |
| Avg_Open_To_Buy | 929.000 | NaN | NaN | NaN | 12958.915 | 10933.025 | 553.000 | 3731.000 | 9007.000 | 20024.000 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 929.000 | NaN | NaN | NaN | 0.796 | 0.119 | 0.507 | 0.712 | 0.788 | 0.868 | 1.411 |
| Total_Trans_Amt | 929.000 | NaN | NaN | NaN | 13585.123 | 2458.409 | 8502.000 | 13138.000 | 14327.000 | 15162.000 | 18484.000 |
| Total_Trans_Ct | 929.000 | NaN | NaN | NaN | 104.966 | 16.077 | 50.000 | 97.000 | 106.000 | 117.000 | 139.000 |
| Total_Ct_Chng_Q4_Q1 | 929.000 | NaN | NaN | NaN | 0.755 | 0.111 | 0.481 | 0.683 | 0.750 | 0.811 | 1.684 |
| Avg_Utilization_Ratio | 929.000 | NaN | NaN | NaN | 0.173 | 0.182 | 0.000 | 0.042 | 0.104 | 0.254 | 0.802 |
Total_Trans_Amt contains similar attributes in the main data. So, we won't treat them as outliers in this model
df1[df1["Total_Trans_Ct"] > 134].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 2 | 1 | Existing Customer | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 2.000 | NaN | NaN | NaN | 48.500 | 10.607 | 41.000 | 44.750 | 48.500 | 52.250 | 56.000 |
| Gender | 2 | 2 | F | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 2.000 | 2.000 | 1.000 | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 1 | 1 | High School | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 2 | 1 | Married | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 2 | 2 | $120K + | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 2 | 1 | Blue | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 2.000 | NaN | NaN | NaN | 41.000 | 11.314 | 33.000 | 37.000 | 41.000 | 45.000 | 49.000 |
| Total_Relationship_Count | 2.000 | 2.000 | 1.000 | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 2.000 | 2.000 | 2.000 | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 2.000 | 2.000 | 1.000 | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 2.000 | NaN | NaN | NaN | 26029.000 | 12002.431 | 17542.000 | 21785.500 | 26029.000 | 30272.500 | 34516.000 |
| Total_Revolving_Bal | 2.000 | NaN | NaN | NaN | 1577.500 | 1328.654 | 638.000 | 1107.750 | 1577.500 | 2047.250 | 2517.000 |
| Avg_Open_To_Buy | 2.000 | NaN | NaN | NaN | 24451.500 | 13331.084 | 15025.000 | 19738.250 | 24451.500 | 29164.750 | 33878.000 |
| Total_Amt_Chng_Q4_Q1 | 2.000 | NaN | NaN | NaN | 0.762 | 0.054 | 0.724 | 0.743 | 0.762 | 0.781 | 0.800 |
| Total_Trans_Amt | 2.000 | NaN | NaN | NaN | 13512.000 | 603.869 | 13085.000 | 13298.500 | 13512.000 | 13725.500 | 13939.000 |
| Total_Trans_Ct | 2.000 | NaN | NaN | NaN | 138.500 | 0.707 | 138.000 | 138.250 | 138.500 | 138.750 | 139.000 |
| Total_Ct_Chng_Q4_Q1 | 2.000 | NaN | NaN | NaN | 0.734 | 0.083 | 0.675 | 0.704 | 0.734 | 0.763 | 0.792 |
| Avg_Utilization_Ratio | 2.000 | NaN | NaN | NaN | 0.080 | 0.088 | 0.018 | 0.049 | 0.080 | 0.112 | 0.143 |
df1[df1["Total_Trans_Ct"] > 134]
| Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9324 | Existing Customer | 41 | M | 3 | NaN | Married | $120K + | Blue | 33 | 2 | 4 | 3 | 34516.000 | 638 | 33878.000 | 0.724 | 13085 | 139 | 0.675 | 0.018 |
| 9586 | Existing Customer | 56 | F | 1 | High School | Married | Less than $40K | Blue | 49 | 1 | 2 | 1 | 17542.000 | 2517 | 15025.000 | 0.800 | 13939 | 138 | 0.792 | 0.143 |
The two observations are not very similar, especially their Age, Gender, Income_Category, Credit_Limit, and Avg_Utilization_Ratio. So, possibly they are not outliers, they just have unique attributes.
df1[df1["Total_Ct_Chng_Q4_Q1"] > 1.2].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 255 | 2 | Existing Customer | 243 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 255.000 | NaN | NaN | NaN | 47.749 | 8.273 | 28.000 | 42.000 | 47.000 | 54.000 | 73.000 |
| Gender | 255 | 2 | M | 144 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 255.000 | 6.000 | 2.000 | 72.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 214 | 6 | Graduate | 74 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 235 | 3 | Married | 147 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 255 | 5 | Less than $40K | 100 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 255 | 3 | Blue | 241 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 255.000 | NaN | NaN | NaN | 36.800 | 7.725 | 17.000 | 33.000 | 36.000 | 41.000 | 56.000 |
| Total_Relationship_Count | 255.000 | 6.000 | 3.000 | 66.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 255.000 | 6.000 | 2.000 | 90.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 255.000 | 6.000 | 2.000 | 98.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 255.000 | NaN | NaN | NaN | 9053.897 | 8792.560 | 1438.300 | 2839.000 | 5214.000 | 11815.500 | 34516.000 |
| Total_Revolving_Bal | 255.000 | NaN | NaN | NaN | 1401.459 | 740.711 | 0.000 | 969.500 | 1540.000 | 1920.500 | 2517.000 |
| Avg_Open_To_Buy | 255.000 | NaN | NaN | NaN | 7652.438 | 8786.639 | 95.000 | 1186.500 | 4256.000 | 10300.500 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 255.000 | NaN | NaN | NaN | 1.058 | 0.439 | 0.384 | 0.758 | 0.949 | 1.242 | 3.397 |
| Total_Trans_Amt | 255.000 | NaN | NaN | NaN | 2223.498 | 1373.289 | 811.000 | 1356.500 | 1659.000 | 2779.500 | 9061.000 |
| Total_Trans_Ct | 255.000 | NaN | NaN | NaN | 39.776 | 16.850 | 14.000 | 27.000 | 36.000 | 50.000 | 84.000 |
| Total_Ct_Chng_Q4_Q1 | 255.000 | NaN | NaN | NaN | 1.547 | 0.429 | 1.206 | 1.294 | 1.382 | 1.625 | 3.714 |
| Avg_Utilization_Ratio | 255.000 | NaN | NaN | NaN | 0.308 | 0.274 | 0.000 | 0.073 | 0.214 | 0.560 | 0.963 |
df1[df1["Total_Ct_Chng_Q4_Q1"] < 0.2].describe(include="all").T
| count | unique | top | freq | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Attrition_Flag | 66 | 2 | Attrited Customer | 54 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Customer_Age | 66.000 | NaN | NaN | NaN | 46.758 | 8.870 | 26.000 | 40.000 | 46.000 | 53.750 | 66.000 |
| Gender | 66 | 2 | F | 37 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Dependent_count | 66.000 | 6.000 | 3.000 | 24.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Education_Level | 55 | 6 | Graduate | 20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Marital_Status | 63 | 3 | Married | 41 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Income_Category | 66 | 5 | Less than $40K | 39 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Card_Category | 66 | 2 | Blue | 63 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_on_book | 66.000 | NaN | NaN | NaN | 36.924 | 8.811 | 13.000 | 35.250 | 36.000 | 40.000 | 56.000 |
| Total_Relationship_Count | 66.000 | 6.000 | 3.000 | 26.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Months_Inactive_12_mon | 66.000 | 6.000 | 2.000 | 32.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Contacts_Count_12_mon | 66.000 | 5.000 | 3.000 | 29.000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Credit_Limit | 66.000 | NaN | NaN | NaN | 7382.806 | 7696.557 | 1438.300 | 2194.250 | 4161.000 | 10013.000 | 34516.000 |
| Total_Revolving_Bal | 66.000 | NaN | NaN | NaN | 749.303 | 946.216 | 0.000 | 0.000 | 107.000 | 1613.500 | 2517.000 |
| Avg_Open_To_Buy | 66.000 | NaN | NaN | NaN | 6633.503 | 7849.482 | 3.000 | 1444.225 | 3781.500 | 10013.000 | 34516.000 |
| Total_Amt_Chng_Q4_Q1 | 66.000 | NaN | NaN | NaN | 0.430 | 0.305 | 0.000 | 0.230 | 0.400 | 0.566 | 1.230 |
| Total_Trans_Amt | 66.000 | NaN | NaN | NaN | 1499.000 | 708.281 | 644.000 | 1044.500 | 1467.000 | 1763.750 | 5843.000 |
| Total_Trans_Ct | 66.000 | NaN | NaN | NaN | 29.288 | 9.346 | 12.000 | 22.250 | 30.500 | 35.750 | 60.000 |
| Total_Ct_Chng_Q4_Q1 | 66.000 | NaN | NaN | NaN | 0.118 | 0.061 | 0.000 | 0.077 | 0.132 | 0.172 | 0.194 |
| Avg_Utilization_Ratio | 66.000 | NaN | NaN | NaN | 0.193 | 0.288 | 0.000 | 0.000 | 0.003 | 0.314 | 0.999 |
Total_Ct_Chng_Q4_Q1 contains similar attributes in the main data. So, we won't treat them as outliers in this model
So, the suspected outliers will not be treated as they appear similar to the original data after analysis. However,some observations will be modified (while developing the model) which falls in the following categories:
-There are missing values in Education_Level.
-There are missing values in Marital_Status.
-We would assign abc to Income_Category Less than 40K dollars.
-Transform Attrition_Flag (Attrited=1; Existing Customer=0)
data_df = data.copy()
data_df["Attrition_Flag"] = data_df["Attrition_Flag"].replace(
{"Existing Customer": "0", "Attrited Customer": "1",}
)
data_df3 = data.copy()
data_df3["Attrition_Flag"] = data_df3["Attrition_Flag"].replace(
{"Existing Customer": "0", "Attrited Customer": "1"}
)
data_df3["Marital_Status"] = (
data_df3["Marital_Status"]
.astype("str")
.replace({"": "Married", "nan": "Married", "NaN": "Married"})
)
data_df3["Education_Level"] = (
data_df3["Education_Level"]
.astype("str")
.replace({"": "Graduate", "nan": "Graduate", "NaN": "Graduate"})
)
data_df3.isnull().sum()
Attrition_Flag 0 Customer_Age 0 Gender 0 Dependent_count 0 Education_Level 1519 Marital_Status 749 Income_Category 0 Card_Category 0 Months_on_book 0 Total_Relationship_Count 0 Months_Inactive_12_mon 0 Contacts_Count_12_mon 0 Credit_Limit 0 Total_Revolving_Bal 0 Avg_Open_To_Buy 0 Total_Amt_Chng_Q4_Q1 0 Total_Trans_Amt 0 Total_Trans_Ct 0 Total_Ct_Chng_Q4_Q1 0 Avg_Utilization_Ratio 0 dtype: int64
data_df3["Education_Level"].value_counts(dropna=False)
Graduate 3128 High School 2013 NaN 1519 Uneducated 1487 College 1013 Post-Graduate 516 Doctorate 451 Name: Education_Level, dtype: int64
data_df3["Marital_Status"].value_counts(dropna=False)
Married 4687 Single 3943 NaN 749 Divorced 748 Name: Marital_Status, dtype: int64
#convert data types for model building
data_df3["Attrition_Flag"] = data_df3["Attrition_Flag"].astype("int64")
data_df3["Education_Level"] = data_df3["Education_Level"].astype("category")
data_df3["Marital_Status"] = data_df3["Marital_Status"].astype("category")
data_df3.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 10127 entries, 0 to 10126 Data columns (total 20 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Attrition_Flag 10127 non-null int64 1 Customer_Age 10127 non-null int64 2 Gender 10127 non-null category 3 Dependent_count 10127 non-null category 4 Education_Level 8608 non-null category 5 Marital_Status 9378 non-null category 6 Income_Category 10127 non-null category 7 Card_Category 10127 non-null category 8 Months_on_book 10127 non-null int64 9 Total_Relationship_Count 10127 non-null category 10 Months_Inactive_12_mon 10127 non-null category 11 Contacts_Count_12_mon 10127 non-null category 12 Credit_Limit 10127 non-null float64 13 Total_Revolving_Bal 10127 non-null int64 14 Avg_Open_To_Buy 10127 non-null float64 15 Total_Amt_Chng_Q4_Q1 10127 non-null float64 16 Total_Trans_Amt 10127 non-null int64 17 Total_Trans_Ct 10127 non-null int64 18 Total_Ct_Chng_Q4_Q1 10127 non-null float64 19 Avg_Utilization_Ratio 10127 non-null float64 dtypes: category(9), float64(5), int64(6) memory usage: 961.4 KB
data_main = data_df3.copy()
data_main.head()
| Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.000 | 777 | 11914.000 | 1.335 | 1144 | 42 | 1.625 | 0.061 |
| 1 | 0 | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.000 | 864 | 7392.000 | 1.541 | 1291 | 33 | 3.714 | 0.105 |
| 2 | 0 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 3418.000 | 2.594 | 1887 | 20 | 2.333 | 0.000 |
| 3 | 0 | 40 | F | 4 | High School | NaN | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.000 | 2517 | 796.000 | 1.405 | 1171 | 20 | 2.333 | 0.760 |
| 4 | 0 | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.000 | 0 | 4716.000 | 2.175 | 816 | 28 | 2.500 | 0.000 |
X = data_main.drop(columns=["Attrition_Flag", "Avg_Open_To_Buy"])
X = pd.get_dummies(X)
Y = data_main["Attrition_Flag"]
# Splitting data into training, validation and test set:
# first we split data into 2 parts, say temporary and test
X_temp, X_test, y_temp, y_test = train_test_split(
X, Y, test_size=0.2, random_state=1, stratify=Y
)
print(X_temp.shape, X_test.shape)
(8101, 56) (2026, 56)
# Train and val set
X_train, X_val, y_train, y_val = train_test_split(
X_temp, y_temp, test_size=0.2, random_state=1, stratify=y_temp
)
print(X_train.shape, X_val.shape)
(6480, 56) (1621, 56)
Let's start by building different models using KFold and cross_val_score and tune the best model using GridSearchCV and RandomizedSearchCV
Stratified K-Folds cross-validation provides dataset indices to split data into train/validation sets. Split dataset into k consecutive folds (without shuffling by default) keeping the distribution of both classes in each fold the same as the target variable. Each fold is then used once as validation while the k - 1 remaining folds form the training set.# To help with reading and manipulating data
import pandas as pd
import numpy as np
# To help with data visualization
%matplotlib inline
import matplotlib.pyplot as plt
import seaborn as sns
# To be used for missing value imputation
from sklearn.impute import SimpleImputer
# To help with model building
from sklearn.linear_model import LogisticRegression
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import (
AdaBoostClassifier,
GradientBoostingClassifier,
RandomForestClassifier,
BaggingClassifier,
)
from xgboost import XGBClassifier
# To get different metric scores, and split data
from sklearn import metrics
from sklearn.model_selection import train_test_split, StratifiedKFold, cross_val_score
from sklearn.metrics import (
f1_score,
accuracy_score,
recall_score,
precision_score,
confusion_matrix,
roc_auc_score,
plot_confusion_matrix,
)
# To be used for data scaling and one hot encoding
from sklearn.preprocessing import StandardScaler, MinMaxScaler, OneHotEncoder
# To be used for tuning the model
from sklearn.model_selection import GridSearchCV, RandomizedSearchCV
# To be used for creating pipelines and personalizing them
from sklearn.pipeline import Pipeline
from sklearn.compose import ColumnTransformer
from sklearn.preprocessing import FunctionTransformer
# To define maximum number of columns to be displayed in a dataframe
pd.set_option("display.max_columns", None)
# To supress scientific notations for a dataframe
pd.set_option("display.float_format", lambda x: "%.3f" % x)
# To supress warnings
import warnings
warnings.filterwarnings("ignore")
# This will help in making the Python code more structured automatically (good coding practice)
%load_ext nb_black
The nb_black extension is already loaded. To reload it, use: %reload_ext nb_black
models = [] # Empty list to store all the models
# Appending models into the list
models.append(("Logistic", LogisticRegression(random_state=1)))
models.append(("Bagging", BaggingClassifier(random_state=1)))
models.append(("DTree", DecisionTreeClassifier(random_state=1)))
models.append(("Random forest", RandomForestClassifier(random_state=1)))
models.append(("GBM", GradientBoostingClassifier(random_state=1)))
models.append(("Adaboost", AdaBoostClassifier(random_state=1)))
models.append(("Xgboost", XGBClassifier(random_state=1, eval_metric="logloss")))
results = [] # Empty list to store all model's CV scores
names = [] # Empty list to store name of the models
# loop through all models to get the mean cross validated score
print("\n" "Cross-Validation Performance:" "\n")
for name, model in models:
scoring = "recall"
kfold = StratifiedKFold(
n_splits=5, shuffle=True, random_state=1
) # Setting number of splits equal to 5
cv_result = cross_val_score(
estimator=model, X=X_train, y=y_train, scoring=scoring, cv=kfold
)
results.append(cv_result)
names.append(name)
print("{}: {}".format(name, cv_result.mean() * 100))
print("\n" "Training Performance:" "\n")
for name, model in models:
model.fit(X_train, y_train)
scores = recall_score(y_train, model.predict(X_train)) * 100
print("{}: {}".format(name, scores))
print("\n" "Separate Validation Performance:" "\n")
for name, model in models:
pred_val = model.predict(X_val)
scores1 = recall_score(y_val, pred_val) * 100
print("{}: {}".format(name, scores1))
Cross-Validation Performance: Logistic: 39.29471843945528 Bagging: 79.35084652189917 DTree: 78.39482885535517 Random forest: 72.43375046006625 GBM: 82.32885535517114 Adaboost: 81.56192491718807 Xgboost: 86.36547662863453 Training Performance: Logistic: 50.43227665706051 Bagging: 97.59846301633046 DTree: 100.0 Random forest: 100.0 GBM: 87.22382324687801 Adaboost: 84.72622478386167 Xgboost: 100.0 Separate Validation Performance: Logistic: 49.42528735632184 Bagging: 81.22605363984674 DTree: 80.45977011494253 Random forest: 74.71264367816092 GBM: 84.67432950191571 Adaboost: 85.44061302681992 Xgboost: 89.65517241379311
# Plotting boxplots for CV scores of all models defined above
fig = plt.figure(figsize=(10, 7))
fig.suptitle("Algorithm Comparison")
ax = fig.add_subplot(111)
plt.boxplot(results)
ax.set_xticklabels(names)
plt.show()
findfont: Font family ['normal'] not found. Falling back to DejaVu Sans. findfont: Font family ['normal'] not found. Falling back to DejaVu Sans.
# To help with reading and manipulation of data
import numpy as np
from numpy import array
import pandas as pd
# To help with data visualization
import matplotlib.pyplot as plt
import seaborn as sns
# To split the data
from sklearn.model_selection import train_test_split
# To impute missing values
from sklearn.impute import SimpleImputer
# To do one-hot encoding
from sklearn.preprocessing import OneHotEncoder
# To build a decision tree model
from sklearn.tree import DecisionTreeClassifier
# To get different performance metrics
import sklearn.metrics as metrics
from sklearn.metrics import (
classification_report,
confusion_matrix,
recall_score,
accuracy_score,
precision_score,
f1_score,
)
# To undersample and oversample the data
from imblearn.over_sampling import SMOTE
from imblearn.under_sampling import RandomUnderSampler
# To suppress warnings
import warnings
warnings.filterwarnings("ignore")
# Fit SMOTE on train data(Synthetic Minority Oversampling Technique)
sm = SMOTE(sampling_strategy=1, k_neighbors=5, random_state=1)
X_train_over, y_train_over = sm.fit_resample(X_train, y_train)
print("Before OverSampling, count of label '1': {}".format(sum(y_train == 1)))
print("Before OverSampling, count of label '0': {} \n".format(sum(y_train == 0)))
print("After OverSampling, count of label '1': {}".format(sum(y_train_over == 1)))
print("After OverSampling, count of label '0': {} \n".format(sum(y_train_over == 0)))
print("After OverSampling, the shape of train_X: {}".format(X_train_over.shape))
print("After OverSampling, the shape of train_y: {} \n".format(y_train_over.shape))
Before OverSampling, count of label '1': 1041 Before OverSampling, count of label '0': 5439 After OverSampling, count of label '1': 5439 After OverSampling, count of label '0': 5439 After OverSampling, the shape of train_X: (10878, 56) After OverSampling, the shape of train_y: (10878,)
models = [] # Empty list to store all the models
# Appending models into the list
models.append(("Logistic", LogisticRegression(random_state=1)))
models.append(("Bagging", BaggingClassifier(random_state=1)))
models.append(("DTree", DecisionTreeClassifier(random_state=1)))
models.append(("Random forest", RandomForestClassifier(random_state=1)))
models.append(("GBM", GradientBoostingClassifier(random_state=1)))
models.append(("Adaboost", AdaBoostClassifier(random_state=1)))
models.append(("Xgboost", XGBClassifier(random_state=1, eval_metric="logloss")))
results = [] # Empty list to store all model's CV scores
names = [] # Empty list to store name of the models
# loop through all models to get the mean cross validated score
print("\n" "Over Sampled Cross-Validation Performance:" "\n")
for name, model in models:
scoring = "recall"
kfold = StratifiedKFold(
n_splits=5, shuffle=True, random_state=1
) # Setting number of splits equal to 5
cv_result = cross_val_score(
estimator=model, X=X_train_over, y=y_train_over, scoring=scoring, cv=kfold
)
results.append(cv_result)
names.append(name)
print("{}: {}".format(name, cv_result.mean() * 100))
print("\n" "Over Sampled -Training Performance:" "\n")
for name, model in models:
model.fit(X_train_over, y_train_over)
scores = recall_score(y_train_over, model.predict(X_train_over)) * 100
print("{}: {}".format(name, scores))
print("\n" "Over Sampled - Separate Validation Performance:" "\n")
for name, model in models:
pred_val = model.predict(X_val)
scores2 = recall_score(y_val, pred_val) * 100
print("{}: {}".format(name, scores2))
Over Sampled Cross-Validation Performance: Logistic: 82.10984428269927 Bagging: 96.02858312138103 DTree: 95.31150224579254 Random forest: 96.76406326099898 GBM: 97.42604781102872 Adaboost: 96.48826032252828 Xgboost: 98.21652280967585 Over Sampled -Training Performance: Logistic: 87.07482993197279 Bagging: 99.79775694061408 DTree: 100.0 Random forest: 100.0 GBM: 98.10626953484096 Adaboost: 97.03989703989704 Xgboost: 100.0 Over Sampled - Separate Validation Performance: Logistic: 53.25670498084292 Bagging: 84.67432950191571 DTree: 80.84291187739464 Random forest: 79.3103448275862 GBM: 86.97318007662835 Adaboost: 85.44061302681992 Xgboost: 91.18773946360153
# fit random under sampler on the train data
rus = RandomUnderSampler(random_state=1, sampling_strategy=1)
X_train_un, y_train_un = rus.fit_resample(X_train, y_train)
print("Before Under Sampling, count of label '1': {}".format(sum(y_train == 1)))
print("Before Under Sampling, count of label '0': {} \n".format(sum(y_train == 0)))
print("After Under Sampling, count of label '1': {}".format(sum(y_train_un == 1)))
print("After Under Sampling, count of label '0': {} \n".format(sum(y_train_un == 0)))
print("After Under Sampling, the shape of train_X: {}".format(X_train_un.shape))
print("After Under Sampling, the shape of train_y: {} \n".format(y_train_un.shape))
Before Under Sampling, count of label '1': 1041 Before Under Sampling, count of label '0': 5439 After Under Sampling, count of label '1': 1041 After Under Sampling, count of label '0': 1041 After Under Sampling, the shape of train_X: (2082, 56) After Under Sampling, the shape of train_y: (2082,)
models = [] # Empty list to store all the models
# Appending models into the list
models.append(("Logistic", LogisticRegression(random_state=1)))
models.append(("Bagging", BaggingClassifier(random_state=1)))
models.append(("DTree", DecisionTreeClassifier(random_state=1)))
models.append(("Random forest", RandomForestClassifier(random_state=1)))
models.append(("GBM", GradientBoostingClassifier(random_state=1)))
models.append(("Adaboost", AdaBoostClassifier(random_state=1)))
models.append(("Xgboost", XGBClassifier(random_state=1, eval_metric="logloss")))
results = [] # Empty list to store all model's CV scores
names = [] # Empty list to store name of the models
# loop through all models to get the mean cross validated score
print("\n" "Under Sampled Cross-Validation Performance:" "\n")
for name, model in models:
scoring = "recall"
kfold = StratifiedKFold(
n_splits=5, shuffle=True, random_state=1
) # Setting number of splits equal to 5
cv_result = cross_val_score(
estimator=model, X=X_train_un, y=y_train_un, scoring=scoring, cv=kfold
)
results.append(cv_result)
names.append(name)
print("{}: {}".format(name, cv_result.mean() * 100))
print("\n" "Under Sampled -Training Performance:" "\n")
for name, model in models:
model.fit(X_train_un, y_train_un)
scores = recall_score(y_train_un, model.predict(X_train_un)) * 100
print("{}: {}".format(name, scores))
print("\n" "Under Sampled - Separate Validation Performance:" "\n")
for name, model in models:
pred_val = model.predict(X_val)
scores3 = recall_score(y_val, pred_val) * 100
print("{}: {}".format(name, scores3))
Under Sampled Cross-Validation Performance: Logistic: 78.58391608391608 Bagging: 91.25828119249171 DTree: 88.85673536989327 Random forest: 92.98905042326095 GBM: 94.81229297018771 Adaboost: 92.79306220095694 Xgboost: 95.00414059624586 Under Sampled -Training Performance: Logistic: 80.59558117195004 Bagging: 99.23150816522575 DTree: 100.0 Random forest: 100.0 GBM: 98.27089337175792 Adaboost: 95.48511047070124 Xgboost: 100.0 Under Sampled - Separate Validation Performance: Logistic: 81.60919540229885 Bagging: 94.6360153256705 DTree: 90.80459770114942 Random forest: 93.86973180076629 GBM: 96.16858237547893 Adaboost: 95.78544061302682 Xgboost: 96.93486590038314
# defining a function to compute different metrics to check performance of a classification model built using sklearn
def model_performance_classification_sklearn(model, predictors, target):
"""
Function to compute different metrics to check classification model performance
model: classifier
predictors: independent variables
target: dependent variable
"""
# predicting using the independent variables
pred = model.predict(predictors)
acc = accuracy_score(target, pred) # to compute Accuracy
recall = recall_score(target, pred) # to compute Recall
precision = precision_score(target, pred) # to compute Precision
f1 = f1_score(target, pred) # to compute F1-score
# creating a dataframe of metrics
df_perf = pd.DataFrame(
{"Accuracy": acc, "Recall": recall, "Precision": precision, "F1": f1,},
index=[0],
)
return df_perf
def confusion_matrix_sklearn(model, predictors, target):
"""
To plot the confusion_matrix with percentages
model: classifier
predictors: independent variables
target: dependent variable
"""
y_pred = model.predict(predictors)
cm = confusion_matrix(target, y_pred)
labels = np.asarray(
[
["{0:0.0f}".format(item) + "\n{0:.2%}".format(item / cm.flatten().sum())]
for item in cm.flatten()
]
).reshape(2, 2)
plt.figure(figsize=(6, 4))
sns.heatmap(cm, annot=labels, fmt="")
plt.ylabel("True label")
plt.xlabel("Predicted label")
Undersampled data gave better performance. So, those are the models that will be tuned to see if they might improve.
%%time
# defining model
model_1 = AdaBoostClassifier(random_state=1)
# Parameter grid to pass in GridSearchCV
param_grid = {
"n_estimators": np.arange(10, 110, 10),
"learning_rate": [0.1, 0.01, 0.2, 0.05, 1],
"base_estimator": [
DecisionTreeClassifier(max_depth=1, random_state=1),
DecisionTreeClassifier(max_depth=2, random_state=1),
DecisionTreeClassifier(max_depth=3, random_state=1),
],
}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
#Calling RandomizedSearchCV
randomized_cv = RandomizedSearchCV(estimator=model_1, param_distributions=param_grid, n_jobs = -1, n_iter=50, scoring=scorer, cv=5, random_state=1)
#Fitting parameters in RandomizedSearchCV
randomized_cv.fit(X_train_un,y_train_un)
print("Best parameters are {} with CV score={}:" .format(randomized_cv.best_params_,randomized_cv.best_score_))
Best parameters are {'n_estimators': 90, 'learning_rate': 0.1, 'base_estimator': DecisionTreeClassifier(max_depth=2, random_state=1)} with CV score=0.9548675009201325:
Wall time: 27.6 s
# building model with best parameters
adb_tuned_1 = AdaBoostClassifier(
n_estimators=90,
learning_rate=0.1,
random_state=1,
base_estimator=DecisionTreeClassifier(max_depth=2, random_state=1),
)
# Fit the model on training data
adb_tuned_1.fit(X_train_un, y_train_un)
AdaBoostClassifier(base_estimator=DecisionTreeClassifier(max_depth=2,
random_state=1),
learning_rate=0.1, n_estimators=90, random_state=1)
# Calculating different metrics on train set
Adaboost_random_train = model_performance_classification_sklearn(
adb_tuned_1, X_train_un, y_train_un
)
print("Training performance:")
print(Adaboost_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(adb_tuned_1, X_train_un, y_train_un)
findfont: Font family ['normal'] not found. Falling back to DejaVu Sans.
Training performance: Accuracy Recall Precision F1 0 0.963 0.971 0.955 0.963 *************************************
# Calculating different metrics on validation set
Adaboost_random_val = model_performance_classification_sklearn(
adb_tuned_1, X_val, y_val
)
print("Validation performance:")
print(Adaboost_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(adb_tuned_1, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.936 0.962 0.728 0.828 *************************************
Recall is good and the precision is also good.
%%time
# defining model
model_2 = XGBClassifier(random_state=1,eval_metric='logloss')
# Parameter grid to pass in RandomizedSearchCV
param_grid={'n_estimators':np.arange(50,150,50),
'scale_pos_weight':[2,5,10],
'learning_rate':[0.01,0.1,0.2,0.05],
'gamma':[0,1,3,5],
'subsample':[0.8,0.9,1],
'max_depth':np.arange(1,5,1),
'reg_lambda':[5,10]}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
#Calling RandomizedSearchCV
xgb_tuned_2 = RandomizedSearchCV(estimator=model_2, param_distributions=param_grid, n_iter=50, scoring=scorer, cv=5, random_state=1, n_jobs = -1)
#Fitting parameters in RandomizedSearchCV
xgb_tuned_2.fit(X_train_un,y_train_un)
print("Best parameters are {} with CV score={}:" .format(xgb_tuned_2.best_params_,xgb_tuned_2.best_score_))
Best parameters are {'subsample': 1, 'scale_pos_weight': 10, 'reg_lambda': 10, 'n_estimators': 50, 'max_depth': 1, 'learning_rate': 0.1, 'gamma': 1} with CV score=1.0:
Wall time: 24 s
# building model with best parameters
xgb_tuned_2 = XGBClassifier(
random_state=1,
n_estimators=50,
scale_pos_weight=10,
gamma=1,
subsample=1,
learning_rate=0.1,
eval_metric="logloss",
max_depth=1,
reg_lambda=10,
)
# Fit the model on training data
xgb_tuned_2.fit(X_train_un, y_train_un)
XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,
colsample_bynode=1, colsample_bytree=1, enable_categorical=False,
eval_metric='logloss', gamma=1, gpu_id=-1, importance_type=None,
interaction_constraints='', learning_rate=0.1, max_delta_step=0,
max_depth=1, min_child_weight=1, missing=nan,
monotone_constraints='()', n_estimators=50, n_jobs=8,
num_parallel_tree=1, predictor='auto', random_state=1,
reg_alpha=0, reg_lambda=10, scale_pos_weight=10, subsample=1,
tree_method='exact', validate_parameters=1, verbosity=None)
# Calculating different metrics on train set
XGB_random_train = model_performance_classification_sklearn(
xgb_tuned_2, X_train_un, y_train_un
)
print("Training performance:")
print(XGB_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(xgb_tuned_2, X_train_un, y_train_un)
Training performance: Accuracy Recall Precision F1 0 0.626 1.000 0.572 0.728 *************************************
# Calculating different metrics on validation set
xgb_random_val = model_performance_classification_sklearn(xgb_tuned_2, X_val, y_val)
print("Validation performance:")
print(xgb_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(xgb_tuned_2, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.333 1.000 0.194 0.326 *************************************
Recall is high for both training and validation, however, the precision is too low. There will be many false positives.
%%time
# defining model
model_3 =GradientBoostingClassifier(random_state=1)
# Parameter grid to pass in GridSearchCV
param_grid={'n_estimators':np.arange(50,150,50),
'learning_rate':[0.01,0.1,0.2,0.5],
'max_depth':[1,3,5,7],
'subsample':[0.8,0.9,1],
'max_depth':np.arange(1,5,1),}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
#Calling RandomizedSearchCV
randomized_cv = RandomizedSearchCV(estimator=model_3, param_distributions=param_grid, n_jobs = -1, n_iter=50, scoring=scorer, cv=5, random_state=1)
#Fitting parameters in RandomizedSearchCV
randomized_cv.fit(X_train_un,y_train_un)
print("Best parameters are {} with CV score={}:" .format(randomized_cv.best_params_,randomized_cv.best_score_))
Best parameters are {'subsample': 0.8, 'n_estimators': 100, 'max_depth': 4, 'learning_rate': 0.2} with CV score=0.9577337136547662:
Wall time: 22.5 s
# building model with best parameters
gbc_tuned_3 = GradientBoostingClassifier(
random_state=1, n_estimators=100, subsample=0.8, learning_rate=0.2, max_depth=4,
)
# Fit the model on training data
gbc_tuned_3.fit(X_train_un, y_train_un)
GradientBoostingClassifier(learning_rate=0.2, max_depth=4, random_state=1,
subsample=0.8)
# Calculating different metrics on train set
gbc_random_train = model_performance_classification_sklearn(
gbc_tuned_3, X_train_un, y_train_un
)
print("Training performance:")
print(gbc_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(gbc_tuned_3, X_train_un, y_train_un)
Training performance: Accuracy Recall Precision F1 0 1.000 1.000 1.000 1.000 *************************************
# Calculating different metrics on validation set
gbc_random_val = model_performance_classification_sklearn(gbc_tuned_3, X_val, y_val)
print("Validation performance:")
print(gbc_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(gbc_tuned_3, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.943 0.966 0.750 0.844 *************************************
Gradient Boosting Classifier performs better in all the metrics compared to Adaboost model
# Choose the type of classifier.
model_4 = RandomForestClassifier(random_state=1, oob_score=True, bootstrap=True)
param_grid = {
"max_depth": list(np.arange(1, 30, 5)) + [None],
"max_features": ["sqrt", "log2", None],
"min_samples_leaf": np.arange(1, 15, 5),
"min_samples_split": np.arange(2, 20, 5),
"n_estimators": np.arange(10, 150, 10),
}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
# Calling RandomizedSearchCV
randomized_cv = RandomizedSearchCV(
estimator=model_4,
param_distributions=param_grid,
n_jobs=-1,
n_iter=50,
scoring=scorer,
cv=5,
random_state=1,
)
# Fitting parameters in RandomizedSearchCV
randomized_cv.fit(X_train_un, y_train_un)
print(
"Best parameters are {} with CV score={}:".format(
randomized_cv.best_params_, randomized_cv.best_score_
)
)
Best parameters are {'n_estimators': 80, 'min_samples_split': 2, 'min_samples_leaf': 1, 'max_features': None, 'max_depth': 11} with CV score=0.945242914979757:
# building model with best parameters
rf_tuned_4 = RandomForestClassifier(
random_state=1,
n_estimators=80,
min_samples_split=2,
min_samples_leaf=1,
max_features=None,
max_depth=11,
)
# Fit the model on training data
rf_tuned_4.fit(X_train_un, y_train_un)
RandomForestClassifier(max_depth=11, max_features=None, n_estimators=80,
random_state=1)
# Calculating different metrics on train set
rf_random_train = model_performance_classification_sklearn(
rf_tuned_4, X_train_un, y_train_un
)
print("Training performance:")
print(rf_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(rf_tuned_4, X_train_un, y_train_un)
Training performance: Accuracy Recall Precision F1 0 0.999 1.000 0.998 0.999 *************************************
# Calculating different metrics on validation set
rf_random_val = model_performance_classification_sklearn(rf_tuned_4, X_val, y_val)
print("Validation performance:")
print(rf_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(rf_tuned_4, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.920 0.946 0.682 0.793 *************************************
High recall, but low precision for Randomforest
# Choose the type of classifier.
model_5 = BaggingClassifier(random_state=1)
# Grid of parameters to choose from
param_grid = {
"max_samples": [0.7, 0.8, 0.9, 1],
"max_features": [0.7, 0.8, 0.9, 1],
"n_estimators": [10, 50, 100, 150],
}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
# Calling RandomizedSearchCV
randomized_cv = RandomizedSearchCV(
estimator=model_5,
param_distributions=param_grid,
n_jobs=-1,
n_iter=100,
scoring=scorer,
cv=5,
random_state=1,
)
# Fitting parameters in RandomizedSearchCV
randomized_cv.fit(X_train_un, y_train_un)
print(
"Best parameters are {} with CV score={}:".format(
randomized_cv.best_params_, randomized_cv.best_score_
)
)
Best parameters are {'n_estimators': 50, 'max_samples': 1, 'max_features': 0.7} with CV score=1.0:
# building model with best parameters
bc_tuned_5 = BaggingClassifier(
random_state=1, n_estimators=50, max_samples=1, max_features=0.7,
)
# Fit the model on training data
bc_tuned_5.fit(X_train_un, y_train_un)
BaggingClassifier(max_features=0.7, max_samples=1, n_estimators=50,
random_state=1)
# Calculating different metrics on train set
bc_random_train = model_performance_classification_sklearn(
bc_tuned_5, X_train_un, y_train_un
)
print("Training performance:")
print(bc_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(bc_tuned_5, X_train_un, y_train_un)
Training performance: Accuracy Recall Precision F1 0 0.500 0.000 0.000 0.000 *************************************
# Calculating different metrics on validation set
bc_random_val = model_performance_classification_sklearn(bc_tuned_5, X_val, y_val)
print("Validation performance:")
print(bc_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(bc_tuned_5, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.839 0.000 0.000 0.000 *************************************
Bagging Classifier failed on recall and precision.
# Choose the type of classifier.
model_0 = DecisionTreeClassifier(random_state=1)
# Grid of parameters to choose from
param_grid = {
"max_depth": np.arange(2, 30),
"min_samples_leaf": [1, 2, 5, 7, 10],
"max_leaf_nodes": [2, 3, 5, 10, 15],
"min_impurity_decrease": [0.0001, 0.001, 0.01, 0.1],
}
# Type of scoring used to compare parameter combinations
scorer = metrics.make_scorer(metrics.recall_score)
# Calling RandomizedSearchCV
randomized_cv = RandomizedSearchCV(
estimator=model_0,
param_distributions=param_grid,
n_jobs=-1,
n_iter=100,
scoring=scorer,
cv=5,
random_state=1,
)
# Fitting parameters in RandomizedSearchCV
randomized_cv.fit(X_train_un, y_train_un)
print(
"Best parameters are {} with CV score={}:".format(
randomized_cv.best_params_, randomized_cv.best_score_
)
)
Best parameters are {'min_samples_leaf': 2, 'min_impurity_decrease': 0.0001, 'max_leaf_nodes': 15, 'max_depth': 6} with CV score=0.919308980493191:
# building model with best parameters
dt_tuned_0 = DecisionTreeClassifier(
random_state=1,
min_samples_leaf=2,
min_impurity_decrease=0.0001,
max_leaf_nodes=15,
max_depth=6,
)
# Fit the model on training data
dt_tuned_0.fit(X_train_un, y_train_un)
DecisionTreeClassifier(max_depth=6, max_leaf_nodes=15,
min_impurity_decrease=0.0001, min_samples_leaf=2,
random_state=1)
# Calculating different metrics on train set
dt_random_train = model_performance_classification_sklearn(
dt_tuned_0, X_train_un, y_train_un
)
print("Training performance:")
print(dt_random_train)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(dt_tuned_0, X_train_un, y_train_un)
Training performance: Accuracy Recall Precision F1 0 0.930 0.937 0.925 0.931 *************************************
# Calculating different metrics on validation set
dt_random_val = model_performance_classification_sklearn(dt_tuned_0, X_val, y_val)
print("Validation performance:")
print(dt_random_val)
print("*************************************")
# creating confusion matrix
confusion_matrix_sklearn(dt_tuned_0, X_val, y_val)
Validation performance: Accuracy Recall Precision F1 0 0.890 0.920 0.603 0.728 *************************************
The recall score is good, but precision is low for the Decision Tree Model
# training performance comparison
models_train_comp_df = pd.concat(
[
dt_random_train.T,
rf_random_train.T,
bc_random_train.T,
Adaboost_random_train.T,
gbc_random_train.T,
XGB_random_train.T,
],
axis=1,
)
models_train_comp_df.columns = [
"Decision Tree Tuned Undersampled",
"Random Forest Tuned Undersampled",
"Bagging Classifier Tuned Undersampled",
"AdaBoost Classifier Tuned Undersampled",
"Gradient Boosting Classifier Tuned Undersampled",
"XGBoost Classifier uned Undersampled",
]
print("Training performance comparison:")
models_train_comp_df
Training performance comparison:
| Decision Tree Tuned Undersampled | Random Forest Tuned Undersampled | Bagging Classifier Tuned Undersampled | AdaBoost Classifier Tuned Undersampled | Gradient Boosting Classifier Tuned Undersampled | XGBoost Classifier uned Undersampled | |
|---|---|---|---|---|---|---|
| Accuracy | 0.930 | 0.999 | 0.500 | 0.963 | 1.000 | 0.626 |
| Recall | 0.937 | 1.000 | 0.000 | 0.971 | 1.000 | 1.000 |
| Precision | 0.925 | 0.998 | 0.000 | 0.955 | 1.000 | 0.572 |
| F1 | 0.931 | 0.999 | 0.000 | 0.963 | 1.000 | 0.728 |
The tuned models perform well on the training set except Bagging Classifier
# Validation performance comparison
models_train_comp_df = pd.concat(
[
dt_random_val.T,
rf_random_val.T,
bc_random_val.T,
Adaboost_random_val.T,
gbc_random_val.T,
xgb_random_val.T,
],
axis=1,
)
models_train_comp_df.columns = [
"Decision Tree Tuned Undersampled",
"Random Forest Tuned Undersampled",
"Bagging Classifier Tuned Undersampled",
"AdaBoost Classifier Tuned Undersampled",
"Gradient Boosting Classifier Tuned Undersampled",
"XGBoost Classifier Tuned Undersampled",
]
print("Validation performance comparison:")
models_train_comp_df
Validation performance comparison:
| Decision Tree Tuned Undersampled | Random Forest Tuned Undersampled | Bagging Classifier Tuned Undersampled | AdaBoost Classifier Tuned Undersampled | Gradient Boosting Classifier Tuned Undersampled | XGBoost Classifier Tuned Undersampled | |
|---|---|---|---|---|---|---|
| Accuracy | 0.890 | 0.920 | 0.839 | 0.936 | 0.943 | 0.333 |
| Recall | 0.920 | 0.946 | 0.000 | 0.962 | 0.966 | 1.000 |
| Precision | 0.603 | 0.682 | 0.000 | 0.728 | 0.750 | 0.194 |
| F1 | 0.728 | 0.793 | 0.000 | 0.828 | 0.844 | 0.326 |
The tuned models perform well on the validation set except Bagging Classifier. Tuned Gradient Boosting Classifier on undersampled dataset performed better on Accuracy, Recall, Precision and F1 scores; followed by Adaboost Classifier.
# Calculating different metrics on Test set
dt_random_test = model_performance_classification_sklearn(dt_tuned_0, X_test, y_test)
rf_random_test = model_performance_classification_sklearn(rf_tuned_4, X_test, y_test)
bc_random_test = model_performance_classification_sklearn(bc_tuned_5, X_test, y_test)
Adaboost_random_test = model_performance_classification_sklearn(
adb_tuned_1, X_test, y_test
)
gbc_random_test = model_performance_classification_sklearn(gbc_tuned_3, X_test, y_test)
xgb_random_test = model_performance_classification_sklearn(xgb_tuned_2, X_test, y_test)
# Test performance comparison
models_train_comp_df = pd.concat(
[
dt_random_test.T,
rf_random_test.T,
bc_random_test.T,
Adaboost_random_test.T,
gbc_random_test.T,
xgb_random_test.T,
],
axis=1,
)
models_train_comp_df.columns = [
"Decision Tree Tuned Undersampled",
"Random Forest Tuned Undersampled",
"Bagging Classifier Tuned Undersampled",
"AdaBoost Classifier Tuned Undersampled",
"Gradient Boosting Classifier Tuned Undersampled",
"XGBoost Classifier Tuned Undersampled",
]
print("Test performance comparison:")
models_train_comp_df
Test performance comparison:
| Decision Tree Tuned Undersampled | Random Forest Tuned Undersampled | Bagging Classifier Tuned Undersampled | AdaBoost Classifier Tuned Undersampled | Gradient Boosting Classifier Tuned Undersampled | XGBoost Classifier Tuned Undersampled | |
|---|---|---|---|---|---|---|
| Accuracy | 0.881 | 0.914 | 0.840 | 0.933 | 0.943 | 0.345 |
| Recall | 0.935 | 0.948 | 0.000 | 0.975 | 0.972 | 1.000 |
| Precision | 0.580 | 0.661 | 0.000 | 0.712 | 0.747 | 0.197 |
| F1 | 0.716 | 0.779 | 0.000 | 0.823 | 0.845 | 0.329 |
feature_names = X.columns
importances = gbc_tuned_3.feature_importances_
indices = np.argsort(importances)
plt.figure(figsize=(12, 12))
plt.title("Feature Importances")
plt.barh(range(len(indices)), importances[indices], color="violet", align="center")
plt.yticks(range(len(indices)), [feature_names[i] for i in indices])
plt.xlabel("Relative Importance")
plt.show()
Pipeline is a means of automating the machine learning workflow by enabling data to be transformed and correlated into a model that can then be analyzed to achieve outputs. This type of ML pipeline makes the process of inputting data into the ML model fully automated.
Now, we have a final model. let's use pipelines to put the model into production
from sklearn import preprocessing
# creating a list of numerical variables
numerical_features = [
"Customer_Age",
"Months_on_book",
"Credit_Limit",
"Total_Revolving_Bal",
"Total_Amt_Chng_Q4_Q1",
"Total_Trans_Amt",
"Total_Trans_Ct",
"Total_Ct_Chng_Q4_Q1",
"Avg_Utilization_Ratio",
]
# creating a transformer for numerical variables, which will apply simple imputer on the numerical variables
numeric_transformer = Pipeline(steps=[("imputer", SimpleImputer(strategy="median"))])
# creating a list of categorical variables
categorical_features = [
"Gender",
"Dependent_count",
"Education_Level",
"Marital_Status",
"Income_Category",
"Card_Category",
"Total_Relationship_Count",
"Months_Inactive_12_mon",
"Contacts_Count_12_mon",
]
# creating a transformer for categorical variables, which will first apply simple imputer and
#then do one hot encoding for categorical variables
categorical_transformer = Pipeline(
steps=[
("imputer", SimpleImputer(strategy="most_frequent")),
("onehot", OneHotEncoder(handle_unknown="ignore")),
]
)
# handle_unknown = "ignore", allows model to handle any unknown category in the test data
# combining categorical transformer and numerical transformer using a column transformer
preprocessor = ColumnTransformer(
transformers=[
("num", numeric_transformer, numerical_features),
("cat", categorical_transformer, categorical_features),
],
remainder="passthrough",
)
# remainder = "passthrough" has been used, it will allow variables that are present in original data
# but not in "numerical_columns" and "categorical_columns" to pass through the column transformer without any changes
data_main_2 = data.copy()
data_main_2["Attrition_Flag"].replace(
{"Existing Customer": 0, "Attrited Customer": 1}, inplace=True
)
# Separating target variable and other variables
# Drop Avg_Open_To_Buy since it correlates perfectly with Credit Limit to avoid data leakage
X = data_main_2.drop(columns=["Attrition_Flag","Avg_Open_To_Buy"])
Y = data_main_2["Attrition_Flag"]
data_main_2.head()
| Attrition_Flag | Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Avg_Open_To_Buy | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.000 | 777 | 11914.000 | 1.335 | 1144 | 42 | 1.625 | 0.061 |
| 1 | 0 | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.000 | 864 | 7392.000 | 1.541 | 1291 | 33 | 3.714 | 0.105 |
| 2 | 0 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 3418.000 | 2.594 | 1887 | 20 | 2.333 | 0.000 |
| 3 | 0 | 40 | F | 4 | High School | NaN | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.000 | 2517 | 796.000 | 1.405 | 1171 | 20 | 2.333 | 0.760 |
| 4 | 0 | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.000 | 0 | 4716.000 | 2.175 | 816 | 28 | 2.500 | 0.000 |
data_main_2.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 10127 entries, 0 to 10126 Data columns (total 20 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Attrition_Flag 10127 non-null int64 1 Customer_Age 10127 non-null int64 2 Gender 10127 non-null category 3 Dependent_count 10127 non-null category 4 Education_Level 8608 non-null category 5 Marital_Status 9378 non-null category 6 Income_Category 10127 non-null category 7 Card_Category 10127 non-null category 8 Months_on_book 10127 non-null int64 9 Total_Relationship_Count 10127 non-null category 10 Months_Inactive_12_mon 10127 non-null category 11 Contacts_Count_12_mon 10127 non-null category 12 Credit_Limit 10127 non-null float64 13 Total_Revolving_Bal 10127 non-null int64 14 Avg_Open_To_Buy 10127 non-null float64 15 Total_Amt_Chng_Q4_Q1 10127 non-null float64 16 Total_Trans_Amt 10127 non-null int64 17 Total_Trans_Ct 10127 non-null int64 18 Total_Ct_Chng_Q4_Q1 10127 non-null float64 19 Avg_Utilization_Ratio 10127 non-null float64 dtypes: category(9), float64(5), int64(6) memory usage: 961.4 KB
# Splitting data into training, validation and test set:
# first we split data into 2 parts, say temporary and test
X_temp_4, X_test_4, y_temp_4, y_test_4 = train_test_split(
X, Y, test_size=0.2, random_state=1, stratify=Y
)
print(X_temp_4.shape, X_test_4.shape)
X_train_4, X_val_4, y_train_4, y_val_4 = train_test_split(
X_temp_4, y_temp_4, test_size=0.2, random_state=1, stratify=y_temp_4
)
print(X_train_4.shape, X_val_4.shape)
(8101, 18) (2026, 18) (6480, 18) (1621, 18)
# fit random under sampler on the train data
rus_4 = RandomUnderSampler(random_state=1, sampling_strategy=1)
X_train_un_4, y_train_un_4 = rus_4.fit_resample(X_train_4, y_train_4)
def myProcessingSteps(df):
# Replacing the values in Education column
df["Education_Level"].replace({"NaN": "Graduate"}, inplace=True)
df["Education_Level"].replace({"": "Graduate"}, inplace=True)
# Replacing the values in Marital status column
df["Marital_Status"].replace(
{"NaN": "Married"}, inplace=True,
)
df["Marital_Status"].replace(
{"": "Married"}, inplace=True,
)
return df
# The function created for processing the data should be passed as an arugument in the FunctionTransformer
processing = FunctionTransformer(myProcessingSteps)
pipe_4 = Pipeline(
steps=[
("data_processing", processing),
("preprocessor", preprocessor),
(
"GBC",
GradientBoostingClassifier(
random_state=1,
n_estimators=100,
subsample=0.8,
learning_rate=0.2,
max_depth=4,
),
),
]
)
# Fit the model on training data
# pipe.fit(X_train_un, y_train_un)
pipe_4.fit(X_train_un_4, y_train_un_4)
Pipeline(steps=[('data_processing',
FunctionTransformer(func=<function myProcessingSteps at 0x000001E38219D430>)),
('preprocessor',
ColumnTransformer(remainder='passthrough',
transformers=[('num',
Pipeline(steps=[('imputer',
SimpleImputer(strategy='median'))]),
['Customer_Age',
'Months_on_book',
'Credit_Limit',
'Total_Revolving_Bal',
'Total_Amt_Chng_Q4_Q1',
'Tota...
SimpleImputer(strategy='most_frequent')),
('onehot',
OneHotEncoder(handle_unknown='ignore'))]),
['Gender', 'Dependent_count',
'Education_Level',
'Marital_Status',
'Income_Category',
'Card_Category',
'Total_Relationship_Count',
'Months_Inactive_12_mon',
'Contacts_Count_12_mon'])])),
('GBC',
GradientBoostingClassifier(learning_rate=0.2, max_depth=4,
random_state=1, subsample=0.8))])
train_score = pipe_4.score(X_train_un_4, y_train_un_4)
print(train_score)
1.0
val_score = pipe_4.score(X_val_4, y_val_4)
print(val_score)
0.9407772979642196
test_score = pipe_4.score(X_test_4, y_test_4)
print(test_score)
0.941263573543929
The model performance of over 94% accuracy score from pipeline conforms with the accuracy before adopting pipeline. Hence the results are correct.
val_pred = pipe_4.predict(X_val_4)
print(val_pred)
[0 0 0 ... 0 0 0]
test_pred = pipe_4.predict(X_test_4)
print(test_pred)
[0 1 0 ... 0 0 0]
y_test_4_d = pd.DataFrame(y_test_4) # Convert to dataframe
test_pred_d = pd.DataFrame(test_pred)
y_test_4_d.reset_index(drop=True, inplace=True) # reset index
test_pred_d.reset_index(drop=True, inplace=True)
test_pred_d.columns = [
"Predicted Attrition Flag"
] # Assign a column name to Predicted Test Data
pd.set_option("display.max_rows", None) # To display all the rows
pd.concat(
[test_pred_d, y_test_4_d], axis=1
) # Comparing Predicted Attrition_Flag and Actual Attrition_Flag
| Predicted Attrition Flag | Attrition_Flag | |
|---|---|---|
| 0 | 0 | 0 |
| 1 | 1 | 1 |
| 2 | 0 | 0 |
| 3 | 1 | 0 |
| 4 | 1 | 1 |
| 5 | 0 | 0 |
| 6 | 1 | 1 |
| 7 | 0 | 0 |
| 8 | 0 | 0 |
| 9 | 0 | 0 |
| 10 | 0 | 0 |
| 11 | 0 | 0 |
| 12 | 0 | 0 |
| 13 | 1 | 1 |
| 14 | 0 | 0 |
| 15 | 0 | 0 |
| 16 | 1 | 0 |
| 17 | 0 | 0 |
| 18 | 0 | 0 |
| 19 | 1 | 1 |
| 20 | 0 | 0 |
| 21 | 0 | 0 |
| 22 | 1 | 0 |
| 23 | 0 | 0 |
| 24 | 0 | 0 |
| 25 | 0 | 0 |
| 26 | 1 | 1 |
| 27 | 0 | 0 |
| 28 | 0 | 0 |
| 29 | 0 | 0 |
| 30 | 0 | 0 |
| 31 | 0 | 0 |
| 32 | 0 | 0 |
| 33 | 0 | 0 |
| 34 | 1 | 1 |
| 35 | 0 | 0 |
| 36 | 1 | 0 |
| 37 | 0 | 0 |
| 38 | 0 | 0 |
| 39 | 0 | 0 |
| 40 | 0 | 0 |
| 41 | 0 | 0 |
| 42 | 0 | 0 |
| 43 | 0 | 0 |
| 44 | 1 | 1 |
| 45 | 0 | 0 |
| 46 | 0 | 0 |
| 47 | 1 | 1 |
| 48 | 0 | 0 |
| 49 | 0 | 0 |
| 50 | 0 | 0 |
| 51 | 0 | 0 |
| 52 | 0 | 0 |
| 53 | 0 | 0 |
| 54 | 0 | 0 |
| 55 | 0 | 0 |
| 56 | 0 | 0 |
| 57 | 1 | 1 |
| 58 | 0 | 0 |
| 59 | 0 | 0 |
| 60 | 0 | 0 |
| 61 | 1 | 1 |
| 62 | 0 | 0 |
| 63 | 1 | 1 |
| 64 | 0 | 0 |
| 65 | 0 | 0 |
| 66 | 1 | 1 |
| 67 | 0 | 0 |
| 68 | 1 | 0 |
| 69 | 1 | 0 |
| 70 | 0 | 0 |
| 71 | 0 | 0 |
| 72 | 0 | 0 |
| 73 | 0 | 0 |
| 74 | 0 | 0 |
| 75 | 0 | 0 |
| 76 | 0 | 0 |
| 77 | 1 | 1 |
| 78 | 0 | 0 |
| 79 | 0 | 0 |
| 80 | 0 | 0 |
| 81 | 0 | 0 |
| 82 | 0 | 0 |
| 83 | 0 | 0 |
| 84 | 0 | 0 |
| 85 | 1 | 1 |
| 86 | 1 | 1 |
| 87 | 1 | 0 |
| 88 | 0 | 0 |
| 89 | 0 | 0 |
| 90 | 0 | 0 |
| 91 | 0 | 0 |
| 92 | 0 | 0 |
| 93 | 0 | 0 |
| 94 | 0 | 0 |
| 95 | 0 | 0 |
| 96 | 1 | 1 |
| 97 | 1 | 0 |
| 98 | 1 | 0 |
| 99 | 1 | 1 |
| 100 | 0 | 0 |
| 101 | 0 | 0 |
| 102 | 0 | 0 |
| 103 | 0 | 0 |
| 104 | 1 | 1 |
| 105 | 0 | 0 |
| 106 | 1 | 1 |
| 107 | 0 | 0 |
| 108 | 1 | 1 |
| 109 | 0 | 0 |
| 110 | 1 | 1 |
| 111 | 0 | 0 |
| 112 | 0 | 0 |
| 113 | 0 | 0 |
| 114 | 1 | 0 |
| 115 | 1 | 1 |
| 116 | 0 | 0 |
| 117 | 0 | 0 |
| 118 | 1 | 0 |
| 119 | 0 | 0 |
| 120 | 0 | 0 |
| 121 | 0 | 0 |
| 122 | 0 | 0 |
| 123 | 0 | 0 |
| 124 | 0 | 0 |
| 125 | 0 | 0 |
| 126 | 1 | 1 |
| 127 | 0 | 0 |
| 128 | 0 | 0 |
| 129 | 1 | 1 |
| 130 | 1 | 1 |
| 131 | 1 | 1 |
| 132 | 0 | 0 |
| 133 | 0 | 0 |
| 134 | 0 | 0 |
| 135 | 0 | 0 |
| 136 | 0 | 0 |
| 137 | 0 | 0 |
| 138 | 0 | 0 |
| 139 | 1 | 0 |
| 140 | 0 | 0 |
| 141 | 0 | 0 |
| 142 | 0 | 0 |
| 143 | 0 | 0 |
| 144 | 0 | 0 |
| 145 | 0 | 0 |
| 146 | 0 | 0 |
| 147 | 1 | 0 |
| 148 | 1 | 1 |
| 149 | 0 | 0 |
| 150 | 0 | 0 |
| 151 | 0 | 0 |
| 152 | 0 | 0 |
| 153 | 0 | 0 |
| 154 | 0 | 0 |
| 155 | 1 | 1 |
| 156 | 0 | 0 |
| 157 | 0 | 0 |
| 158 | 0 | 0 |
| 159 | 1 | 1 |
| 160 | 0 | 0 |
| 161 | 1 | 1 |
| 162 | 0 | 0 |
| 163 | 1 | 1 |
| 164 | 1 | 0 |
| 165 | 0 | 0 |
| 166 | 1 | 1 |
| 167 | 0 | 0 |
| 168 | 1 | 1 |
| 169 | 0 | 0 |
| 170 | 0 | 0 |
| 171 | 1 | 1 |
| 172 | 1 | 0 |
| 173 | 0 | 0 |
| 174 | 0 | 0 |
| 175 | 1 | 1 |
| 176 | 0 | 0 |
| 177 | 0 | 0 |
| 178 | 0 | 0 |
| 179 | 1 | 0 |
| 180 | 0 | 0 |
| 181 | 0 | 0 |
| 182 | 0 | 0 |
| 183 | 0 | 0 |
| 184 | 0 | 0 |
| 185 | 1 | 1 |
| 186 | 0 | 0 |
| 187 | 1 | 0 |
| 188 | 1 | 1 |
| 189 | 1 | 0 |
| 190 | 0 | 0 |
| 191 | 0 | 0 |
| 192 | 0 | 0 |
| 193 | 0 | 0 |
| 194 | 1 | 1 |
| 195 | 0 | 0 |
| 196 | 0 | 0 |
| 197 | 0 | 0 |
| 198 | 0 | 0 |
| 199 | 0 | 0 |
| 200 | 1 | 0 |
| 201 | 1 | 1 |
| 202 | 0 | 0 |
| 203 | 0 | 0 |
| 204 | 1 | 1 |
| 205 | 0 | 0 |
| 206 | 1 | 0 |
| 207 | 0 | 0 |
| 208 | 0 | 0 |
| 209 | 0 | 0 |
| 210 | 1 | 1 |
| 211 | 0 | 0 |
| 212 | 0 | 0 |
| 213 | 0 | 0 |
| 214 | 1 | 1 |
| 215 | 0 | 0 |
| 216 | 0 | 0 |
| 217 | 0 | 0 |
| 218 | 0 | 0 |
| 219 | 1 | 1 |
| 220 | 1 | 1 |
| 221 | 1 | 1 |
| 222 | 0 | 0 |
| 223 | 0 | 0 |
| 224 | 1 | 0 |
| 225 | 0 | 0 |
| 226 | 0 | 0 |
| 227 | 0 | 0 |
| 228 | 1 | 1 |
| 229 | 0 | 0 |
| 230 | 1 | 1 |
| 231 | 0 | 0 |
| 232 | 0 | 0 |
| 233 | 0 | 0 |
| 234 | 0 | 0 |
| 235 | 0 | 0 |
| 236 | 0 | 0 |
| 237 | 1 | 1 |
| 238 | 0 | 0 |
| 239 | 1 | 1 |
| 240 | 0 | 0 |
| 241 | 0 | 0 |
| 242 | 1 | 1 |
| 243 | 0 | 0 |
| 244 | 0 | 0 |
| 245 | 0 | 0 |
| 246 | 0 | 0 |
| 247 | 0 | 0 |
| 248 | 0 | 0 |
| 249 | 0 | 0 |
| 250 | 0 | 0 |
| 251 | 0 | 0 |
| 252 | 0 | 0 |
| 253 | 1 | 1 |
| 254 | 0 | 0 |
| 255 | 0 | 0 |
| 256 | 0 | 0 |
| 257 | 1 | 1 |
| 258 | 0 | 0 |
| 259 | 0 | 0 |
| 260 | 0 | 0 |
| 261 | 1 | 0 |
| 262 | 0 | 0 |
| 263 | 0 | 0 |
| 264 | 0 | 0 |
| 265 | 1 | 1 |
| 266 | 0 | 0 |
| 267 | 1 | 1 |
| 268 | 1 | 1 |
| 269 | 0 | 0 |
| 270 | 0 | 0 |
| 271 | 0 | 0 |
| 272 | 0 | 0 |
| 273 | 0 | 0 |
| 274 | 0 | 0 |
| 275 | 0 | 0 |
| 276 | 0 | 0 |
| 277 | 0 | 0 |
| 278 | 1 | 1 |
| 279 | 0 | 0 |
| 280 | 1 | 0 |
| 281 | 0 | 0 |
| 282 | 0 | 0 |
| 283 | 0 | 0 |
| 284 | 1 | 1 |
| 285 | 0 | 0 |
| 286 | 0 | 0 |
| 287 | 0 | 0 |
| 288 | 0 | 0 |
| 289 | 0 | 0 |
| 290 | 0 | 0 |
| 291 | 0 | 0 |
| 292 | 0 | 0 |
| 293 | 1 | 1 |
| 294 | 0 | 0 |
| 295 | 0 | 0 |
| 296 | 1 | 1 |
| 297 | 0 | 0 |
| 298 | 0 | 0 |
| 299 | 0 | 0 |
| 300 | 0 | 0 |
| 301 | 0 | 0 |
| 302 | 1 | 0 |
| 303 | 0 | 0 |
| 304 | 0 | 0 |
| 305 | 0 | 0 |
| 306 | 0 | 0 |
| 307 | 0 | 0 |
| 308 | 0 | 0 |
| 309 | 0 | 0 |
| 310 | 1 | 0 |
| 311 | 0 | 0 |
| 312 | 0 | 0 |
| 313 | 1 | 1 |
| 314 | 0 | 0 |
| 315 | 0 | 0 |
| 316 | 1 | 1 |
| 317 | 0 | 0 |
| 318 | 0 | 0 |
| 319 | 1 | 0 |
| 320 | 1 | 1 |
| 321 | 0 | 0 |
| 322 | 0 | 0 |
| 323 | 0 | 0 |
| 324 | 0 | 0 |
| 325 | 0 | 0 |
| 326 | 0 | 0 |
| 327 | 0 | 0 |
| 328 | 0 | 0 |
| 329 | 0 | 0 |
| 330 | 0 | 0 |
| 331 | 0 | 0 |
| 332 | 0 | 0 |
| 333 | 0 | 0 |
| 334 | 0 | 0 |
| 335 | 1 | 0 |
| 336 | 0 | 0 |
| 337 | 0 | 0 |
| 338 | 0 | 0 |
| 339 | 0 | 0 |
| 340 | 0 | 0 |
| 341 | 0 | 0 |
| 342 | 0 | 0 |
| 343 | 0 | 0 |
| 344 | 0 | 0 |
| 345 | 0 | 0 |
| 346 | 0 | 0 |
| 347 | 1 | 1 |
| 348 | 0 | 0 |
| 349 | 1 | 1 |
| 350 | 1 | 1 |
| 351 | 0 | 0 |
| 352 | 0 | 0 |
| 353 | 0 | 0 |
| 354 | 1 | 1 |
| 355 | 0 | 0 |
| 356 | 0 | 0 |
| 357 | 0 | 0 |
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| 363 | 1 | 1 |
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| 378 | 0 | 0 |
| 379 | 1 | 1 |
| 380 | 1 | 0 |
| 381 | 0 | 0 |
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| 383 | 0 | 0 |
| 384 | 1 | 1 |
| 385 | 0 | 0 |
| 386 | 1 | 1 |
| 387 | 0 | 0 |
| 388 | 0 | 0 |
| 389 | 0 | 0 |
| 390 | 1 | 0 |
| 391 | 0 | 0 |
| 392 | 0 | 0 |
| 393 | 0 | 1 |
| 394 | 1 | 0 |
| 395 | 1 | 1 |
| 396 | 0 | 0 |
| 397 | 0 | 0 |
| 398 | 0 | 0 |
| 399 | 1 | 1 |
| 400 | 0 | 0 |
| 401 | 0 | 0 |
| 402 | 1 | 1 |
| 403 | 0 | 0 |
| 404 | 0 | 0 |
| 405 | 0 | 0 |
| 406 | 0 | 0 |
| 407 | 0 | 0 |
| 408 | 0 | 0 |
| 409 | 0 | 0 |
| 410 | 1 | 1 |
| 411 | 0 | 0 |
| 412 | 0 | 0 |
| 413 | 0 | 0 |
| 414 | 0 | 0 |
| 415 | 0 | 1 |
| 416 | 0 | 0 |
| 417 | 0 | 0 |
| 418 | 0 | 0 |
| 419 | 0 | 0 |
| 420 | 0 | 0 |
| 421 | 0 | 0 |
| 422 | 0 | 0 |
| 423 | 0 | 0 |
| 424 | 0 | 0 |
| 425 | 0 | 0 |
| 426 | 0 | 0 |
| 427 | 0 | 0 |
| 428 | 0 | 0 |
| 429 | 0 | 0 |
| 430 | 0 | 0 |
| 431 | 0 | 0 |
| 432 | 0 | 0 |
| 433 | 0 | 0 |
| 434 | 0 | 0 |
| 435 | 0 | 0 |
| 436 | 0 | 0 |
| 437 | 0 | 0 |
| 438 | 1 | 0 |
| 439 | 1 | 0 |
| 440 | 0 | 0 |
| 441 | 1 | 0 |
| 442 | 0 | 0 |
| 443 | 0 | 0 |
| 444 | 0 | 0 |
| 445 | 0 | 0 |
| 446 | 0 | 0 |
| 447 | 1 | 1 |
| 448 | 0 | 0 |
| 449 | 0 | 0 |
| 450 | 0 | 0 |
| 451 | 1 | 1 |
| 452 | 0 | 0 |
| 453 | 0 | 0 |
| 454 | 0 | 0 |
| 455 | 1 | 1 |
| 456 | 0 | 0 |
| 457 | 0 | 0 |
| 458 | 1 | 0 |
| 459 | 0 | 0 |
| 460 | 0 | 0 |
| 461 | 0 | 0 |
| 462 | 0 | 0 |
| 463 | 0 | 0 |
| 464 | 1 | 0 |
| 465 | 0 | 0 |
| 466 | 0 | 0 |
| 467 | 1 | 1 |
| 468 | 0 | 0 |
| 469 | 1 | 1 |
| 470 | 0 | 0 |
| 471 | 0 | 0 |
| 472 | 0 | 0 |
| 473 | 0 | 0 |
| 474 | 0 | 0 |
| 475 | 0 | 0 |
| 476 | 1 | 1 |
| 477 | 0 | 0 |
| 478 | 0 | 0 |
| 479 | 0 | 0 |
| 480 | 1 | 1 |
| 481 | 0 | 0 |
| 482 | 0 | 0 |
| 483 | 0 | 0 |
| 484 | 0 | 0 |
| 485 | 1 | 1 |
| 486 | 0 | 0 |
| 487 | 0 | 0 |
| 488 | 0 | 0 |
| 489 | 0 | 0 |
| 490 | 0 | 0 |
| 491 | 0 | 0 |
| 492 | 0 | 0 |
| 493 | 0 | 0 |
| 494 | 0 | 0 |
| 495 | 0 | 0 |
| 496 | 0 | 0 |
| 497 | 1 | 0 |
| 498 | 0 | 0 |
| 499 | 0 | 0 |
| 500 | 0 | 0 |
| 501 | 0 | 0 |
| 502 | 0 | 0 |
| 503 | 0 | 0 |
| 504 | 0 | 0 |
| 505 | 0 | 0 |
| 506 | 0 | 0 |
| 507 | 0 | 0 |
| 508 | 0 | 0 |
| 509 | 0 | 0 |
| 510 | 0 | 0 |
| 511 | 0 | 0 |
| 512 | 1 | 0 |
| 513 | 0 | 0 |
| 514 | 0 | 0 |
| 515 | 1 | 1 |
| 516 | 0 | 0 |
| 517 | 1 | 0 |
| 518 | 0 | 0 |
| 519 | 0 | 0 |
| 520 | 0 | 0 |
| 521 | 0 | 0 |
| 522 | 0 | 0 |
| 523 | 1 | 1 |
| 524 | 1 | 1 |
| 525 | 0 | 0 |
| 526 | 1 | 1 |
| 527 | 0 | 0 |
| 528 | 0 | 0 |
| 529 | 1 | 0 |
| 530 | 0 | 0 |
| 531 | 1 | 1 |
| 532 | 1 | 0 |
| 533 | 0 | 0 |
| 534 | 0 | 0 |
| 535 | 0 | 0 |
| 536 | 0 | 0 |
| 537 | 0 | 0 |
| 538 | 0 | 0 |
| 539 | 0 | 0 |
| 540 | 1 | 1 |
| 541 | 0 | 0 |
| 542 | 0 | 0 |
| 543 | 0 | 0 |
| 544 | 1 | 1 |
| 545 | 1 | 0 |
| 546 | 0 | 0 |
| 547 | 0 | 0 |
| 548 | 0 | 0 |
| 549 | 0 | 0 |
| 550 | 1 | 1 |
| 551 | 0 | 0 |
| 552 | 0 | 0 |
| 553 | 0 | 0 |
| 554 | 0 | 0 |
| 555 | 0 | 0 |
| 556 | 0 | 0 |
| 557 | 0 | 0 |
| 558 | 0 | 0 |
| 559 | 0 | 0 |
| 560 | 0 | 0 |
| 561 | 1 | 1 |
| 562 | 0 | 0 |
| 563 | 0 | 0 |
| 564 | 0 | 0 |
| 565 | 0 | 0 |
| 566 | 0 | 0 |
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| 568 | 0 | 0 |
| 569 | 0 | 0 |
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| 587 | 0 | 0 |
| 588 | 0 | 0 |
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| 590 | 0 | 0 |
| 591 | 1 | 0 |
| 592 | 0 | 0 |
| 593 | 0 | 0 |
| 594 | 0 | 0 |
| 595 | 1 | 1 |
| 596 | 0 | 0 |
| 597 | 0 | 0 |
| 598 | 0 | 0 |
| 599 | 0 | 0 |
| 600 | 1 | 1 |
| 601 | 0 | 0 |
| 602 | 1 | 0 |
| 603 | 0 | 0 |
| 604 | 0 | 0 |
| 605 | 0 | 0 |
| 606 | 0 | 0 |
| 607 | 0 | 0 |
| 608 | 0 | 0 |
| 609 | 0 | 0 |
| 610 | 0 | 0 |
| 611 | 0 | 0 |
| 612 | 1 | 1 |
| 613 | 0 | 0 |
| 614 | 0 | 0 |
| 615 | 1 | 1 |
| 616 | 0 | 0 |
| 617 | 0 | 0 |
| 618 | 0 | 0 |
| 619 | 0 | 0 |
| 620 | 0 | 0 |
| 621 | 0 | 0 |
| 622 | 0 | 0 |
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| 626 | 0 | 0 |
| 627 | 0 | 0 |
| 628 | 0 | 0 |
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| 630 | 1 | 1 |
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| 632 | 0 | 0 |
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| 634 | 0 | 0 |
| 635 | 1 | 1 |
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| 637 | 0 | 0 |
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| 641 | 0 | 0 |
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| 1468 | 1 | 0 |
| 1469 | 0 | 0 |
| 1470 | 0 | 0 |
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| 1472 | 0 | 0 |
| 1473 | 1 | 1 |
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| 1479 | 1 | 1 |
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| 1589 | 0 | 0 |
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| 1600 | 0 | 0 |
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| 1602 | 1 | 1 |
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| 1803 | 1 | 1 |
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| 1811 | 1 | 0 |
| 1812 | 1 | 1 |
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| 1814 | 0 | 0 |
| 1815 | 0 | 0 |
| 1816 | 0 | 0 |
| 1817 | 0 | 0 |
| 1818 | 0 | 0 |
| 1819 | 1 | 1 |
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| 1822 | 1 | 0 |
| 1823 | 1 | 1 |
| 1824 | 0 | 0 |
| 1825 | 1 | 1 |
| 1826 | 0 | 0 |
| 1827 | 0 | 0 |
| 1828 | 0 | 0 |
| 1829 | 0 | 0 |
| 1830 | 0 | 0 |
| 1831 | 0 | 0 |
| 1832 | 1 | 1 |
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| 1834 | 0 | 0 |
| 1835 | 0 | 0 |
| 1836 | 1 | 0 |
| 1837 | 1 | 1 |
| 1838 | 0 | 0 |
| 1839 | 0 | 0 |
| 1840 | 0 | 0 |
| 1841 | 0 | 0 |
| 1842 | 0 | 0 |
| 1843 | 0 | 0 |
| 1844 | 0 | 0 |
| 1845 | 1 | 1 |
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| 1848 | 0 | 0 |
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| 1850 | 0 | 0 |
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| 1862 | 1 | 1 |
| 1863 | 1 | 0 |
| 1864 | 0 | 0 |
| 1865 | 1 | 1 |
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| 1867 | 0 | 0 |
| 1868 | 0 | 0 |
| 1869 | 0 | 0 |
| 1870 | 0 | 0 |
| 1871 | 0 | 0 |
| 1872 | 0 | 0 |
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| 1874 | 1 | 1 |
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| 1876 | 1 | 0 |
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| 1879 | 1 | 0 |
| 1880 | 0 | 0 |
| 1881 | 0 | 0 |
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| 1883 | 0 | 0 |
| 1884 | 0 | 0 |
| 1885 | 0 | 0 |
| 1886 | 1 | 1 |
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| 1888 | 0 | 0 |
| 1889 | 0 | 0 |
| 1890 | 0 | 0 |
| 1891 | 0 | 0 |
| 1892 | 0 | 0 |
| 1893 | 0 | 0 |
| 1894 | 0 | 0 |
| 1895 | 0 | 0 |
| 1896 | 0 | 0 |
| 1897 | 0 | 0 |
| 1898 | 0 | 0 |
| 1899 | 0 | 0 |
| 1900 | 1 | 1 |
| 1901 | 1 | 1 |
| 1902 | 0 | 0 |
| 1903 | 0 | 0 |
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| 1905 | 0 | 0 |
| 1906 | 0 | 0 |
| 1907 | 0 | 0 |
| 1908 | 1 | 1 |
| 1909 | 1 | 1 |
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| 1911 | 0 | 0 |
| 1912 | 0 | 0 |
| 1913 | 0 | 0 |
| 1914 | 0 | 0 |
| 1915 | 0 | 0 |
| 1916 | 0 | 0 |
| 1917 | 0 | 0 |
| 1918 | 0 | 0 |
| 1919 | 1 | 1 |
| 1920 | 0 | 0 |
| 1921 | 0 | 0 |
| 1922 | 0 | 0 |
| 1923 | 0 | 0 |
| 1924 | 1 | 0 |
| 1925 | 0 | 0 |
| 1926 | 0 | 0 |
| 1927 | 0 | 0 |
| 1928 | 0 | 0 |
| 1929 | 0 | 0 |
| 1930 | 0 | 0 |
| 1931 | 0 | 0 |
| 1932 | 0 | 0 |
| 1933 | 0 | 0 |
| 1934 | 0 | 0 |
| 1935 | 0 | 0 |
| 1936 | 0 | 0 |
| 1937 | 1 | 1 |
| 1938 | 0 | 0 |
| 1939 | 0 | 0 |
| 1940 | 0 | 0 |
| 1941 | 0 | 0 |
| 1942 | 0 | 0 |
| 1943 | 0 | 0 |
| 1944 | 0 | 0 |
| 1945 | 0 | 0 |
| 1946 | 0 | 0 |
| 1947 | 0 | 0 |
| 1948 | 0 | 0 |
| 1949 | 0 | 0 |
| 1950 | 1 | 1 |
| 1951 | 0 | 0 |
| 1952 | 1 | 1 |
| 1953 | 0 | 0 |
| 1954 | 0 | 0 |
| 1955 | 0 | 0 |
| 1956 | 0 | 0 |
| 1957 | 0 | 0 |
| 1958 | 1 | 1 |
| 1959 | 0 | 0 |
| 1960 | 0 | 0 |
| 1961 | 0 | 0 |
| 1962 | 0 | 0 |
| 1963 | 0 | 0 |
| 1964 | 1 | 0 |
| 1965 | 1 | 1 |
| 1966 | 0 | 0 |
| 1967 | 0 | 0 |
| 1968 | 0 | 0 |
| 1969 | 0 | 0 |
| 1970 | 1 | 0 |
| 1971 | 0 | 0 |
| 1972 | 0 | 0 |
| 1973 | 1 | 0 |
| 1974 | 0 | 0 |
| 1975 | 1 | 0 |
| 1976 | 0 | 0 |
| 1977 | 0 | 0 |
| 1978 | 0 | 0 |
| 1979 | 0 | 0 |
| 1980 | 0 | 0 |
| 1981 | 0 | 0 |
| 1982 | 0 | 0 |
| 1983 | 1 | 1 |
| 1984 | 0 | 0 |
| 1985 | 0 | 0 |
| 1986 | 0 | 0 |
| 1987 | 0 | 0 |
| 1988 | 0 | 0 |
| 1989 | 1 | 1 |
| 1990 | 0 | 0 |
| 1991 | 0 | 0 |
| 1992 | 0 | 0 |
| 1993 | 1 | 1 |
| 1994 | 0 | 0 |
| 1995 | 0 | 0 |
| 1996 | 0 | 0 |
| 1997 | 0 | 0 |
| 1998 | 0 | 0 |
| 1999 | 0 | 0 |
| 2000 | 0 | 0 |
| 2001 | 1 | 1 |
| 2002 | 0 | 0 |
| 2003 | 0 | 0 |
| 2004 | 0 | 0 |
| 2005 | 0 | 0 |
| 2006 | 0 | 0 |
| 2007 | 0 | 0 |
| 2008 | 0 | 0 |
| 2009 | 0 | 0 |
| 2010 | 1 | 1 |
| 2011 | 0 | 0 |
| 2012 | 0 | 0 |
| 2013 | 0 | 0 |
| 2014 | 0 | 0 |
| 2015 | 1 | 1 |
| 2016 | 0 | 0 |
| 2017 | 0 | 0 |
| 2018 | 0 | 0 |
| 2019 | 0 | 0 |
| 2020 | 0 | 0 |
| 2021 | 0 | 0 |
| 2022 | 0 | 0 |
| 2023 | 0 | 0 |
| 2024 | 0 | 0 |
| 2025 | 0 | 0 |
X_test_4.shape
(2026, 18)
y_test_4_da = pd.DataFrame(y_test_4) # Convert to dataframe
test_pred_da = pd.DataFrame(test_pred)
X_test_4_da = pd.DataFrame(X_test_4)
X_test_4_da.reset_index(drop=True, inplace=True) # reset index
y_test_4_d.reset_index(drop=True, inplace=True)
test_pred_d.reset_index(drop=True, inplace=True)
pd.concat(
[X_test_4_da, y_test_4_d, test_pred_d], axis=1
) # Concatenate original X, Y and Predicted Y on the test set
| Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | Attrition_Flag | Predicted Attrition Flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 32 | M | 1 | High School | Single | $80K - $120K | Blue | 26 | 2 | 3 | 2 | 6407.000 | 1130 | 0.756 | 14471 | 93 | 0.603 | 0.176 | 0 | 0 |
| 1 | 50 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 2317.000 | 0 | 0.734 | 2214 | 41 | 0.519 | 0.000 | 1 | 1 |
| 2 | 54 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 3892.000 | 0 | 0.738 | 4318 | 74 | 0.762 | 0.000 | 0 | 0 |
| 3 | 61 | M | 0 | Uneducated | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 24172.000 | 2517 | 0.424 | 1658 | 27 | 0.500 | 0.104 | 0 | 1 |
| 4 | 41 | F | 3 | College | Married | $40K - $60K | Blue | 15 | 5 | 3 | 4 | 4312.000 | 2517 | 0.741 | 2693 | 56 | 0.436 | 0.584 | 1 | 1 |
| 5 | 41 | F | 2 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 3893.000 | 1157 | 1.169 | 1536 | 39 | 0.773 | 0.297 | 0 | 0 |
| 6 | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 30 | 5 | 3 | 3 | 5181.000 | 0 | 0.830 | 8943 | 68 | 1.000 | 0.000 | 1 | 1 |
| 7 | 56 | F | 1 | High School | Married | abc | Blue | 49 | 1 | 2 | 1 | 17542.000 | 2517 | 0.800 | 13939 | 138 | 0.792 | 0.143 | 0 | 0 |
| 8 | 58 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 46 | 6 | 1 | 4 | 11684.000 | 653 | 0.622 | 4900 | 61 | 0.743 | 0.056 | 0 | 0 |
| 9 | 52 | M | 1 | Post-Graduate | NaN | $80K - $120K | Blue | 40 | 2 | 1 | 2 | 5520.000 | 2448 | 0.862 | 14330 | 116 | 0.681 | 0.443 | 0 | 0 |
| 10 | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 36 | 5 | 3 | 1 | 11884.000 | 1339 | 0.556 | 4134 | 72 | 1.000 | 0.113 | 0 | 0 |
| 11 | 38 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 31 | 4 | 3 | 3 | 6116.000 | 1698 | 0.937 | 1592 | 32 | 1.000 | 0.278 | 0 | 0 |
| 12 | 39 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 30753.000 | 1661 | 0.681 | 1780 | 33 | 0.941 | 0.054 | 0 | 0 |
| 13 | 37 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 4 | 3328.000 | 2517 | 0.553 | 2196 | 47 | 0.621 | 0.756 | 1 | 1 |
| 14 | 39 | F | 1 | High School | Single | Less than $40K | Blue | 31 | 5 | 2 | 1 | 1862.000 | 726 | 0.630 | 5105 | 79 | 1.026 | 0.390 | 0 | 0 |
| 15 | 49 | M | 2 | NaN | Single | $40K - $60K | Blue | 37 | 5 | 1 | 3 | 2993.000 | 1265 | 0.579 | 4089 | 72 | 0.674 | 0.423 | 0 | 0 |
| 16 | 49 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 37 | 5 | 3 | 3 | 2608.000 | 1589 | 0.982 | 2073 | 47 | 0.516 | 0.609 | 0 | 1 |
| 17 | 49 | M | 4 | College | Single | $60K - $80K | Blue | 35 | 1 | 2 | 2 | 17350.000 | 1817 | 0.816 | 16132 | 118 | 0.873 | 0.105 | 0 | 0 |
| 18 | 53 | M | 3 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 3 | 21178.000 | 1796 | 1.182 | 1872 | 59 | 1.107 | 0.085 | 0 | 0 |
| 19 | 58 | F | 1 | Uneducated | Divorced | abc | Blue | 54 | 3 | 5 | 3 | 3266.000 | 859 | 0.740 | 2151 | 46 | 0.438 | 0.263 | 1 | 1 |
| 20 | 57 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3532.000 | 869 | 1.038 | 4297 | 64 | 0.778 | 0.246 | 0 | 0 |
| 21 | 52 | M | 2 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 4 | 33182.000 | 1997 | 0.755 | 1630 | 43 | 0.870 | 0.060 | 0 | 0 |
| 22 | 44 | M | 1 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 4 | 3 | 19214.000 | 0 | 0.998 | 3407 | 47 | 1.136 | 0.000 | 0 | 1 |
| 23 | 39 | M | 4 | High School | Married | $80K - $120K | Blue | 25 | 6 | 2 | 3 | 8208.000 | 0 | 1.568 | 3135 | 39 | 1.167 | 0.000 | 0 | 0 |
| 24 | 53 | F | 2 | Uneducated | Single | abc | Blue | 36 | 5 | 2 | 3 | 9314.000 | 1761 | 0.562 | 3696 | 80 | 0.778 | 0.189 | 0 | 0 |
| 25 | 31 | M | 1 | High School | Married | $60K - $80K | Blue | 24 | 2 | 1 | 3 | 4328.000 | 1493 | 0.651 | 14731 | 120 | 0.765 | 0.345 | 0 | 0 |
| 26 | 47 | F | 4 | College | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2263.000 | 0 | 0.752 | 2385 | 33 | 0.375 | 0.000 | 1 | 1 |
| 27 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 1 | 2 | 3 | 6882.000 | 1930 | 0.915 | 13836 | 113 | 0.766 | 0.280 | 0 | 0 |
| 28 | 41 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 3179.000 | 1229 | 0.781 | 4337 | 82 | 1.050 | 0.387 | 0 | 0 |
| 29 | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 40 | 5 | 2 | 3 | 1438.300 | 661 | 0.573 | 4463 | 87 | 0.812 | 0.460 | 0 | 0 |
| 30 | 56 | F | 2 | Uneducated | Single | abc | Blue | 47 | 5 | 2 | 1 | 5261.000 | 1966 | 0.672 | 4448 | 86 | 0.792 | 0.374 | 0 | 0 |
| 31 | 60 | F | 1 | Graduate | Single | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 3334.000 | 1151 | 0.752 | 4791 | 101 | 0.629 | 0.345 | 0 | 0 |
| 32 | 41 | F | 4 | NaN | Married | Less than $40K | Blue | 31 | 4 | 3 | 4 | 2934.000 | 933 | 0.898 | 4253 | 66 | 0.737 | 0.318 | 0 | 0 |
| 33 | 41 | F | 2 | Graduate | Single | $40K - $60K | Blue | 25 | 4 | 2 | 2 | 2768.000 | 2228 | 0.864 | 5112 | 86 | 0.870 | 0.805 | 0 | 0 |
| 34 | 48 | F | 2 | Graduate | Single | abc | Blue | 37 | 4 | 2 | 3 | 11750.000 | 487 | 0.772 | 2532 | 48 | 0.548 | 0.041 | 1 | 1 |
| 35 | 29 | M | 0 | Graduate | Married | Less than $40K | Blue | 15 | 3 | 1 | 5 | 4700.000 | 0 | 0.617 | 14723 | 96 | 0.655 | 0.000 | 0 | 0 |
| 36 | 62 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 50 | 3 | 2 | 4 | 11352.000 | 2517 | 0.751 | 4021 | 56 | 0.806 | 0.222 | 0 | 1 |
| 37 | 29 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 19 | 4 | 1 | 2 | 13632.000 | 1482 | 0.893 | 2168 | 42 | 2.500 | 0.109 | 0 | 0 |
| 38 | 56 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 51 | 3 | 3 | 4 | 6036.000 | 1409 | 0.560 | 1741 | 45 | 0.364 | 0.233 | 0 | 0 |
| 39 | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 21 | 3 | 2 | 2 | 21952.000 | 1600 | 0.878 | 4087 | 70 | 0.628 | 0.073 | 0 | 0 |
| 40 | 47 | M | 3 | Graduate | Single | $60K - $80K | Silver | 36 | 1 | 1 | 2 | 30498.000 | 1990 | 0.839 | 16202 | 120 | 0.791 | 0.065 | 0 | 0 |
| 41 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 2 | 3 | 2800.000 | 1834 | 0.615 | 1571 | 36 | 0.636 | 0.655 | 0 | 0 |
| 42 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 3 | 1792.000 | 989 | 1.202 | 3102 | 63 | 0.703 | 0.552 | 0 | 0 |
| 43 | 52 | F | 1 | NaN | Single | $40K - $60K | Blue | 43 | 4 | 2 | 2 | 1981.000 | 1082 | 0.584 | 3913 | 90 | 0.731 | 0.546 | 0 | 0 |
| 44 | 56 | F | 1 | College | Married | abc | Blue | 44 | 2 | 4 | 4 | 1438.300 | 0 | 0.859 | 2264 | 37 | 0.423 | 0.000 | 1 | 1 |
| 45 | 44 | F | 3 | High School | NaN | Less than $40K | Blue | 35 | 5 | 3 | 0 | 3398.000 | 2415 | 0.891 | 4509 | 93 | 0.661 | 0.711 | 0 | 0 |
| 46 | 47 | M | 1 | College | Married | $80K - $120K | Blue | 39 | 2 | 3 | 1 | 5660.000 | 2210 | 0.583 | 7867 | 100 | 0.695 | 0.390 | 0 | 0 |
| 47 | 49 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 4354.000 | 0 | 0.738 | 2750 | 59 | 0.686 | 0.000 | 1 | 1 |
| 48 | 34 | F | 2 | NaN | Single | Less than $40K | Blue | 29 | 3 | 1 | 0 | 5387.000 | 795 | 0.837 | 2596 | 59 | 1.034 | 0.148 | 0 | 0 |
| 49 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 3026.000 | 1888 | 0.762 | 3687 | 58 | 0.812 | 0.624 | 0 | 0 |
| 50 | 50 | F | 2 | Graduate | Single | abc | Blue | 36 | 6 | 2 | 4 | 2611.000 | 1824 | 0.711 | 4232 | 80 | 0.633 | 0.699 | 0 | 0 |
| 51 | 54 | M | 3 | High School | Married | $120K + | Blue | 43 | 5 | 3 | 2 | 2884.000 | 1144 | 0.783 | 4887 | 90 | 0.698 | 0.397 | 0 | 0 |
| 52 | 43 | M | 3 | NaN | NaN | $60K - $80K | Blue | 32 | 4 | 1 | 3 | 2476.000 | 1944 | 0.881 | 4025 | 65 | 0.585 | 0.785 | 0 | 0 |
| 53 | 45 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 39 | 2 | 3 | 2 | 1438.300 | 1162 | 0.539 | 4598 | 86 | 0.623 | 0.808 | 0 | 0 |
| 54 | 64 | M | 0 | College | Single | $40K - $60K | Blue | 53 | 6 | 3 | 2 | 7362.000 | 1907 | 0.693 | 4065 | 65 | 0.711 | 0.259 | 0 | 0 |
| 55 | 47 | M | 4 | College | Married | $40K - $60K | Blue | 35 | 6 | 1 | 2 | 3560.000 | 751 | 1.096 | 4060 | 79 | 0.975 | 0.211 | 0 | 0 |
| 56 | 49 | M | 4 | High School | Married | $80K - $120K | Blue | 40 | 2 | 3 | 2 | 7667.000 | 2191 | 0.682 | 7886 | 94 | 0.679 | 0.286 | 0 | 0 |
| 57 | 39 | M | 1 | College | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 4 | 12464.000 | 0 | 0.864 | 1195 | 35 | 0.522 | 0.000 | 1 | 1 |
| 58 | 55 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 34516.000 | 2102 | 0.912 | 1612 | 33 | 0.737 | 0.061 | 0 | 0 |
| 59 | 54 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 3 | 1 | 3 | 34516.000 | 854 | 0.928 | 1999 | 54 | 0.800 | 0.025 | 0 | 0 |
| 60 | 54 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 2556.000 | 2260 | 0.487 | 1401 | 30 | 0.579 | 0.884 | 0 | 0 |
| 61 | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3675.000 | 2517 | 0.766 | 1913 | 35 | 0.667 | 0.685 | 1 | 1 |
| 62 | 36 | F | 5 | NaN | Single | Less than $40K | Blue | 24 | 3 | 1 | 1 | 2980.000 | 2093 | 0.522 | 4132 | 70 | 0.667 | 0.702 | 0 | 0 |
| 63 | 52 | F | 5 | NaN | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9611.000 | 0 | 0.840 | 7636 | 64 | 0.829 | 0.000 | 1 | 1 |
| 64 | 45 | F | 3 | Graduate | Divorced | abc | Blue | 36 | 2 | 3 | 2 | 12406.000 | 1980 | 0.791 | 8113 | 90 | 0.500 | 0.160 | 0 | 0 |
| 65 | 44 | F | 2 | Uneducated | Divorced | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 5608.000 | 1243 | 0.497 | 3829 | 74 | 0.396 | 0.222 | 0 | 0 |
| 66 | 40 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 6332.000 | 318 | 0.783 | 2505 | 43 | 0.536 | 0.050 | 1 | 1 |
| 67 | 40 | F | 5 | Graduate | Married | abc | Silver | 24 | 2 | 1 | 2 | 33441.000 | 686 | 0.761 | 8452 | 83 | 0.509 | 0.021 | 0 | 0 |
| 68 | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 4 | 2 | 7000.000 | 2517 | 0.475 | 1112 | 23 | 1.875 | 0.360 | 0 | 1 |
| 69 | 47 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 21325.000 | 2197 | 0.647 | 7053 | 69 | 0.865 | 0.103 | 0 | 1 |
| 70 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 34 | 6 | 3 | 0 | 4862.000 | 0 | 0.695 | 4167 | 86 | 0.593 | 0.000 | 0 | 0 |
| 71 | 34 | M | 2 | Graduate | Married | $80K - $120K | Blue | 23 | 6 | 2 | 3 | 7567.000 | 1776 | 1.275 | 2361 | 45 | 0.875 | 0.235 | 0 | 0 |
| 72 | 60 | F | 2 | Graduate | Married | abc | Blue | 54 | 1 | 2 | 2 | 3356.000 | 1664 | 0.862 | 5200 | 81 | 0.929 | 0.496 | 0 | 0 |
| 73 | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 2 | 3 | 2498.000 | 1632 | 0.712 | 2048 | 35 | 1.188 | 0.653 | 0 | 0 |
| 74 | 41 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 37 | 5 | 1 | 4 | 7492.000 | 1399 | 0.533 | 3668 | 67 | 0.675 | 0.187 | 0 | 0 |
| 75 | 56 | F | 0 | NaN | Married | Less than $40K | Blue | 45 | 5 | 1 | 1 | 1737.000 | 0 | 0.653 | 4611 | 73 | 0.973 | 0.000 | 0 | 0 |
| 76 | 47 | F | 1 | Graduate | Single | abc | Blue | 37 | 6 | 3 | 3 | 2441.000 | 1672 | 0.893 | 4439 | 74 | 0.682 | 0.685 | 0 | 0 |
| 77 | 51 | M | 4 | NaN | Single | $120K + | Silver | 46 | 2 | 3 | 3 | 34516.000 | 1279 | 1.020 | 4615 | 49 | 0.581 | 0.037 | 1 | 1 |
| 78 | 52 | F | 1 | College | Married | abc | Blue | 40 | 5 | 3 | 1 | 10317.000 | 642 | 0.553 | 3939 | 60 | 0.875 | 0.062 | 0 | 0 |
| 79 | 29 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 1 | 1 | 2 | 2763.000 | 1879 | 0.701 | 4660 | 80 | 0.778 | 0.680 | 0 | 0 |
| 80 | 50 | M | 0 | High School | Divorced | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 5530.000 | 2034 | 0.647 | 4836 | 68 | 0.744 | 0.368 | 0 | 0 |
| 81 | 57 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 3251.000 | 1887 | 1.007 | 3228 | 67 | 0.763 | 0.580 | 0 | 0 |
| 82 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 6 | 3 | 2 | 2585.000 | 2019 | 0.525 | 2644 | 40 | 0.481 | 0.781 | 0 | 0 |
| 83 | 37 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 3 | 1 | 5 | 8418.000 | 2051 | 0.847 | 2879 | 63 | 0.703 | 0.244 | 0 | 0 |
| 84 | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 45 | 3 | 2 | 2 | 16813.000 | 1185 | 0.552 | 1482 | 46 | 0.643 | 0.070 | 0 | 0 |
| 85 | 49 | F | 0 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 4 | 4 | 3547.000 | 2517 | 0.805 | 2715 | 45 | 0.731 | 0.710 | 1 | 1 |
| 86 | 45 | F | 3 | High School | Single | abc | Blue | 35 | 3 | 2 | 6 | 3512.000 | 2517 | 0.597 | 1801 | 48 | 0.548 | 0.717 | 1 | 1 |
| 87 | 58 | M | 3 | College | Married | $120K + | Blue | 54 | 5 | 1 | 4 | 3452.000 | 2088 | 0.768 | 1008 | 21 | 0.400 | 0.605 | 0 | 1 |
| 88 | 31 | F | 0 | Uneducated | Divorced | Less than $40K | Silver | 23 | 2 | 2 | 1 | 10850.000 | 1873 | 0.995 | 13794 | 127 | 0.789 | 0.173 | 0 | 0 |
| 89 | 51 | F | 2 | Doctorate | Single | abc | Blue | 45 | 6 | 3 | 1 | 2109.000 | 683 | 0.593 | 4321 | 58 | 0.812 | 0.324 | 0 | 0 |
| 90 | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 4 | 3 | 1 | 2740.000 | 1786 | 0.597 | 4327 | 70 | 1.333 | 0.652 | 0 | 0 |
| 91 | 54 | F | 4 | College | Single | Less than $40K | Blue | 46 | 3 | 2 | 1 | 4166.000 | 989 | 0.967 | 4584 | 70 | 1.258 | 0.237 | 0 | 0 |
| 92 | 59 | F | 0 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 2 | 3044.000 | 1611 | 0.740 | 1456 | 36 | 0.714 | 0.529 | 0 | 0 |
| 93 | 29 | F | 1 | Uneducated | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2832.000 | 1819 | 0.674 | 4761 | 75 | 0.744 | 0.642 | 0 | 0 |
| 94 | 58 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 3008.000 | 2517 | 0.674 | 4627 | 68 | 0.659 | 0.837 | 0 | 0 |
| 95 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 1 | 17887.000 | 1821 | 0.687 | 14544 | 116 | 1.148 | 0.102 | 0 | 0 |
| 96 | 56 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 1438.300 | 0 | 0.650 | 2123 | 37 | 0.542 | 0.000 | 1 | 1 |
| 97 | 54 | M | 2 | Post-Graduate | Single | $120K + | Blue | 45 | 3 | 1 | 4 | 5597.000 | 0 | 0.596 | 4844 | 58 | 0.871 | 0.000 | 0 | 1 |
| 98 | 65 | F | 1 | High School | Married | abc | Blue | 36 | 5 | 2 | 2 | 5756.000 | 0 | 1.046 | 2144 | 44 | 0.630 | 0.000 | 0 | 1 |
| 99 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 2 | 3 | 8318.000 | 2517 | 0.690 | 2427 | 52 | 0.625 | 0.303 | 1 | 1 |
| 100 | 52 | F | 3 | High School | Married | abc | Blue | 42 | 3 | 2 | 1 | 23858.000 | 1179 | 0.671 | 3784 | 69 | 0.683 | 0.049 | 0 | 0 |
| 101 | 51 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 5 | 1 | 3 | 2990.000 | 0 | 0.598 | 4065 | 76 | 0.767 | 0.000 | 0 | 0 |
| 102 | 33 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 3 | 2 | 3 | 7185.000 | 0 | 1.504 | 2679 | 45 | 0.800 | 0.000 | 0 | 0 |
| 103 | 47 | F | 3 | Graduate | Single | Less than $40K | Silver | 40 | 1 | 2 | 2 | 11128.000 | 2517 | 0.800 | 8526 | 93 | 0.661 | 0.226 | 0 | 0 |
| 104 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 3 | 2 | 3319.000 | 0 | 0.262 | 4840 | 44 | 0.375 | 0.000 | 1 | 1 |
| 105 | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 26 | 4 | 2 | 4 | 15982.000 | 1691 | 0.808 | 1687 | 40 | 0.739 | 0.106 | 0 | 0 |
| 106 | 40 | M | 3 | College | Single | $80K - $120K | Silver | 33 | 1 | 3 | 4 | 34516.000 | 0 | 0.927 | 1112 | 26 | 0.368 | 0.000 | 1 | 1 |
| 107 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 5 | 3 | 2420.000 | 1223 | 0.718 | 4954 | 82 | 0.783 | 0.505 | 0 | 0 |
| 108 | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 35 | 4 | 3 | 4 | 2189.000 | 382 | 0.884 | 2750 | 51 | 0.594 | 0.175 | 1 | 1 |
| 109 | 50 | M | 2 | NaN | Married | $120K + | Blue | 43 | 3 | 2 | 1 | 34516.000 | 1156 | 0.633 | 3974 | 65 | 0.585 | 0.033 | 0 | 0 |
| 110 | 62 | F | 2 | Graduate | Married | Less than $40K | Blue | 52 | 4 | 2 | 2 | 2490.000 | 513 | 0.678 | 864 | 20 | 0.333 | 0.206 | 1 | 1 |
| 111 | 52 | M | 1 | High School | Single | $120K + | Blue | 38 | 3 | 1 | 2 | 19709.000 | 1924 | 0.468 | 3000 | 64 | 0.641 | 0.098 | 0 | 0 |
| 112 | 42 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 12386.000 | 980 | 0.656 | 3274 | 69 | 0.568 | 0.079 | 0 | 0 |
| 113 | 47 | F | 2 | High School | Married | abc | Blue | 32 | 3 | 2 | 1 | 11438.000 | 0 | 0.815 | 4346 | 90 | 0.915 | 0.000 | 0 | 0 |
| 114 | 38 | F | 1 | High School | Single | abc | Blue | 27 | 2 | 2 | 2 | 24965.000 | 2517 | 0.851 | 7866 | 84 | 0.909 | 0.101 | 0 | 1 |
| 115 | 41 | M | 2 | High School | Married | $120K + | Blue | 24 | 5 | 2 | 3 | 9924.000 | 0 | 0.517 | 1949 | 43 | 0.483 | 0.000 | 1 | 1 |
| 116 | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 6 | 4 | 3 | 1438.300 | 0 | 0.767 | 4815 | 81 | 0.653 | 0.000 | 0 | 0 |
| 117 | 39 | M | 1 | College | Single | $40K - $60K | Blue | 24 | 4 | 3 | 3 | 3770.000 | 1197 | 0.621 | 1602 | 49 | 0.441 | 0.318 | 0 | 0 |
| 118 | 57 | M | 2 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 4 | 3 | 3451.000 | 0 | 0.744 | 3031 | 57 | 0.676 | 0.000 | 0 | 1 |
| 119 | 56 | F | 2 | High School | Married | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 2771.000 | 1446 | 0.686 | 1706 | 27 | 0.227 | 0.522 | 0 | 0 |
| 120 | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 3 | 3 | 2288.000 | 1249 | 0.605 | 4504 | 87 | 0.706 | 0.546 | 0 | 0 |
| 121 | 52 | F | 2 | High School | Married | $40K - $60K | Blue | 44 | 3 | 3 | 1 | 5731.000 | 0 | 0.685 | 4751 | 85 | 0.932 | 0.000 | 0 | 0 |
| 122 | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 38 | 2 | 2 | 3 | 12055.000 | 1858 | 0.645 | 7222 | 93 | 0.500 | 0.154 | 0 | 0 |
| 123 | 51 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 9186.000 | 0 | 0.658 | 4986 | 88 | 0.760 | 0.000 | 0 | 0 |
| 124 | 44 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 39 | 4 | 2 | 1 | 1555.000 | 0 | 0.583 | 3811 | 65 | 0.711 | 0.000 | 0 | 0 |
| 125 | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.674 | 3748 | 64 | 0.829 | 0.000 | 0 | 0 |
| 126 | 45 | F | 3 | High School | Married | abc | Blue | 40 | 1 | 4 | 2 | 8383.000 | 0 | 1.036 | 5460 | 63 | 0.853 | 0.000 | 1 | 1 |
| 127 | 34 | F | 2 | College | Single | Less than $40K | Blue | 20 | 5 | 2 | 3 | 2715.000 | 1503 | 0.704 | 4177 | 68 | 0.659 | 0.554 | 0 | 0 |
| 128 | 42 | M | 2 | Graduate | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 11761.000 | 1775 | 0.925 | 4946 | 73 | 0.698 | 0.151 | 0 | 0 |
| 129 | 56 | M | 4 | High School | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 2340.000 | 1930 | 0.987 | 781 | 15 | 0.364 | 0.825 | 1 | 1 |
| 130 | 47 | F | 4 | Uneducated | Single | abc | Blue | 42 | 3 | 4 | 3 | 6263.000 | 2517 | 0.857 | 2613 | 50 | 0.724 | 0.402 | 1 | 1 |
| 131 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 2 | 4 | 1 | 13883.000 | 783 | 0.749 | 1871 | 32 | 0.684 | 0.056 | 1 | 1 |
| 132 | 57 | F | 3 | College | NaN | Less than $40K | Silver | 42 | 6 | 1 | 1 | 12675.000 | 2422 | 0.642 | 3912 | 63 | 0.575 | 0.191 | 0 | 0 |
| 133 | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3308.000 | 2150 | 0.879 | 15019 | 101 | 0.656 | 0.650 | 0 | 0 |
| 134 | 43 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3761.000 | 2121 | 0.694 | 4476 | 79 | 0.927 | 0.564 | 0 | 0 |
| 135 | 42 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 6 | 3 | 2 | 3815.000 | 1190 | 0.852 | 4430 | 94 | 0.741 | 0.312 | 0 | 0 |
| 136 | 44 | M | 3 | College | Married | $40K - $60K | Silver | 36 | 2 | 1 | 2 | 16199.000 | 1533 | 0.855 | 8150 | 106 | 0.631 | 0.095 | 0 | 0 |
| 137 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 46 | 2 | 3 | 3 | 25737.000 | 1168 | 0.718 | 7722 | 94 | 0.469 | 0.045 | 0 | 0 |
| 138 | 31 | M | 1 | NaN | Single | $40K - $60K | Blue | 26 | 4 | 1 | 2 | 2037.000 | 0 | 0.880 | 2563 | 64 | 0.641 | 0.000 | 0 | 0 |
| 139 | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 17557.000 | 0 | 0.667 | 2142 | 62 | 0.378 | 0.000 | 0 | 1 |
| 140 | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 28830.000 | 0 | 0.786 | 3533 | 57 | 0.966 | 0.000 | 0 | 0 |
| 141 | 47 | F | 5 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 2 | 5950.000 | 0 | 0.440 | 4655 | 66 | 0.784 | 0.000 | 0 | 0 |
| 142 | 39 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1640.000 | 1177 | 0.695 | 3124 | 66 | 0.784 | 0.718 | 0 | 0 |
| 143 | 36 | M | 1 | NaN | Single | Less than $40K | Blue | 23 | 4 | 3 | 1 | 1438.300 | 928 | 0.851 | 2186 | 59 | 0.686 | 0.645 | 0 | 0 |
| 144 | 40 | F | 3 | High School | NaN | Less than $40K | Blue | 31 | 5 | 2 | 4 | 2222.000 | 1551 | 0.932 | 3302 | 65 | 0.585 | 0.698 | 0 | 0 |
| 145 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 27 | 2 | 1 | 2 | 3140.000 | 2517 | 0.801 | 13677 | 122 | 0.821 | 0.802 | 0 | 0 |
| 146 | 48 | F | 4 | Graduate | Married | $40K - $60K | Silver | 43 | 3 | 1 | 0 | 21163.000 | 2517 | 0.569 | 1732 | 35 | 0.458 | 0.119 | 0 | 0 |
| 147 | 52 | M | 3 | Graduate | Divorced | $120K + | Silver | 42 | 6 | 2 | 3 | 34516.000 | 1230 | 0.608 | 2100 | 38 | 0.407 | 0.036 | 0 | 1 |
| 148 | 37 | F | 3 | High School | Single | Less than $40K | Blue | 29 | 3 | 3 | 3 | 1653.000 | 0 | 0.517 | 2284 | 35 | 0.296 | 0.000 | 1 | 1 |
| 149 | 51 | M | 2 | Graduate | Single | $60K - $80K | Blue | 40 | 4 | 3 | 0 | 3532.000 | 764 | 0.681 | 4066 | 74 | 0.574 | 0.216 | 0 | 0 |
| 150 | 41 | M | 4 | High School | Married | Less than $40K | Blue | 30 | 3 | 2 | 2 | 1614.000 | 700 | 0.842 | 4293 | 87 | 0.812 | 0.434 | 0 | 0 |
| 151 | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 2 | 3 | 3 | 2430.000 | 1657 | 0.659 | 8444 | 100 | 0.449 | 0.682 | 0 | 0 |
| 152 | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 3233.000 | 1034 | 0.759 | 1256 | 29 | 0.706 | 0.320 | 0 | 0 |
| 153 | 41 | M | 4 | NaN | Married | $80K - $120K | Blue | 32 | 2 | 1 | 3 | 28687.000 | 1607 | 0.748 | 7523 | 90 | 0.636 | 0.056 | 0 | 0 |
| 154 | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 5573.000 | 1238 | 0.624 | 4348 | 90 | 0.837 | 0.222 | 0 | 0 |
| 155 | 45 | M | 3 | College | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 3031.000 | 2517 | 0.409 | 2188 | 50 | 0.389 | 0.830 | 1 | 1 |
| 156 | 37 | M | 1 | Graduate | Married | $40K - $60K | Blue | 17 | 3 | 1 | 4 | 3350.000 | 0 | 1.316 | 2849 | 61 | 0.694 | 0.000 | 0 | 0 |
| 157 | 54 | F | 1 | Uneducated | Married | Less than $40K | Blue | 40 | 5 | 2 | 4 | 2178.000 | 1144 | 1.585 | 1724 | 47 | 1.043 | 0.525 | 0 | 0 |
| 158 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 22 | 4 | 2 | 4 | 2448.000 | 1740 | 0.901 | 4087 | 81 | 0.841 | 0.711 | 0 | 0 |
| 159 | 45 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 2 | 13093.000 | 2517 | 0.426 | 2032 | 39 | 0.444 | 0.192 | 1 | 1 |
| 160 | 32 | F | 0 | Graduate | Married | abc | Blue | 26 | 3 | 3 | 2 | 2172.000 | 1381 | 1.145 | 2945 | 69 | 0.408 | 0.636 | 0 | 0 |
| 161 | 46 | M | 3 | Doctorate | Married | $120K + | Blue | 38 | 3 | 2 | 2 | 8989.000 | 552 | 0.699 | 2309 | 49 | 0.633 | 0.061 | 1 | 1 |
| 162 | 57 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 48 | 4 | 2 | 1 | 2576.000 | 1678 | 0.771 | 3913 | 86 | 0.720 | 0.651 | 0 | 0 |
| 163 | 31 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6911.000 | 2517 | 0.934 | 8123 | 71 | 0.732 | 0.364 | 1 | 1 |
| 164 | 61 | M | 0 | NaN | Single | $60K - $80K | Blue | 48 | 3 | 2 | 4 | 20803.000 | 1446 | 0.736 | 2073 | 43 | 0.654 | 0.070 | 0 | 1 |
| 165 | 51 | F | 2 | Doctorate | Married | abc | Blue | 45 | 6 | 6 | 2 | 6501.000 | 0 | 0.651 | 5074 | 81 | 0.688 | 0.000 | 0 | 0 |
| 166 | 53 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2819.000 | 0 | 0.400 | 2128 | 39 | 0.444 | 0.000 | 1 | 1 |
| 167 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 5 | 3 | 4 | 1438.300 | 0 | 0.907 | 4271 | 79 | 0.756 | 0.000 | 0 | 0 |
| 168 | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 2 | 3 | 3 | 7266.000 | 906 | 0.676 | 1741 | 27 | 0.421 | 0.125 | 1 | 1 |
| 169 | 38 | M | 2 | High School | Single | $60K - $80K | Silver | 36 | 5 | 3 | 2 | 31546.000 | 2057 | 0.625 | 15311 | 108 | 0.714 | 0.065 | 0 | 0 |
| 170 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 40 | 4 | 1 | 1 | 5158.000 | 2190 | 0.426 | 1229 | 34 | 0.478 | 0.425 | 0 | 0 |
| 171 | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 3 | 3 | 3 | 4196.000 | 731 | 0.485 | 1868 | 30 | 0.200 | 0.174 | 1 | 1 |
| 172 | 61 | M | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 3 | 1 | 7169.000 | 629 | 0.807 | 8216 | 80 | 0.509 | 0.088 | 0 | 1 |
| 173 | 53 | F | 2 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 1 | 5 | 2322.000 | 1284 | 0.673 | 1573 | 27 | 0.929 | 0.553 | 0 | 0 |
| 174 | 47 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 7136.000 | 2345 | 0.699 | 7729 | 86 | 0.654 | 0.329 | 0 | 0 |
| 175 | 48 | F | 4 | Doctorate | NaN | abc | Blue | 24 | 4 | 2 | 3 | 1438.300 | 0 | 0.738 | 2306 | 46 | 0.484 | 0.000 | 1 | 1 |
| 176 | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 8224.000 | 1239 | 0.793 | 16319 | 124 | 0.653 | 0.151 | 0 | 0 |
| 177 | 38 | M | 3 | High School | Married | $80K - $120K | Blue | 22 | 4 | 2 | 3 | 6361.000 | 694 | 0.844 | 1499 | 31 | 0.938 | 0.109 | 0 | 0 |
| 178 | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 3161.000 | 1788 | 0.865 | 13692 | 117 | 0.828 | 0.566 | 0 | 0 |
| 179 | 48 | F | 2 | Graduate | Married | $40K - $60K | Silver | 41 | 6 | 3 | 1 | 16002.000 | 2076 | 0.293 | 3667 | 52 | 1.167 | 0.130 | 0 | 1 |
| 180 | 47 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 13399.000 | 2505 | 0.627 | 1326 | 31 | 0.824 | 0.187 | 0 | 0 |
| 181 | 49 | M | 1 | NaN | Single | $120K + | Blue | 40 | 5 | 3 | 1 | 34516.000 | 0 | 0.759 | 3230 | 64 | 0.561 | 0.000 | 0 | 0 |
| 182 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4075.000 | 2189 | 0.695 | 3956 | 71 | 0.732 | 0.537 | 0 | 0 |
| 183 | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 29 | 6 | 3 | 4 | 28422.000 | 1258 | 0.672 | 4841 | 80 | 0.600 | 0.044 | 0 | 0 |
| 184 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 31 | 4 | 3 | 4 | 12871.000 | 758 | 0.778 | 3060 | 60 | 1.069 | 0.059 | 0 | 0 |
| 185 | 51 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4281.000 | 0 | 0.447 | 1723 | 44 | 0.375 | 0.000 | 1 | 1 |
| 186 | 45 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 33 | 6 | 3 | 3 | 3855.000 | 1188 | 0.927 | 3885 | 83 | 0.627 | 0.308 | 0 | 0 |
| 187 | 65 | M | 0 | Doctorate | Single | Less than $40K | Blue | 52 | 3 | 3 | 4 | 3675.000 | 0 | 0.664 | 3798 | 53 | 0.472 | 0.000 | 0 | 1 |
| 188 | 45 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 2 | 4 | 4307.000 | 0 | 0.743 | 8697 | 62 | 0.590 | 0.000 | 1 | 1 |
| 189 | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 2 | 2 | 2122.000 | 1189 | 0.398 | 4379 | 45 | 1.143 | 0.560 | 0 | 1 |
| 190 | 45 | M | 2 | College | Single | $60K - $80K | Blue | 33 | 6 | 3 | 0 | 23218.000 | 1814 | 1.178 | 1749 | 37 | 2.083 | 0.078 | 0 | 0 |
| 191 | 49 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 1438.300 | 906 | 0.541 | 4457 | 84 | 0.714 | 0.630 | 0 | 0 |
| 192 | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 27 | 4 | 6 | 3 | 6885.000 | 1611 | 0.955 | 3804 | 67 | 0.861 | 0.234 | 0 | 0 |
| 193 | 52 | F | 3 | Graduate | Single | $40K - $60K | Blue | 45 | 1 | 1 | 2 | 14803.000 | 985 | 0.831 | 14426 | 87 | 0.642 | 0.067 | 0 | 0 |
| 194 | 38 | M | 2 | NaN | NaN | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 11252.000 | 1129 | 0.462 | 1766 | 31 | 0.476 | 0.100 | 1 | 1 |
| 195 | 59 | M | 1 | Graduate | Single | $120K + | Blue | 53 | 6 | 2 | 2 | 34516.000 | 0 | 0.711 | 4333 | 70 | 0.628 | 0.000 | 0 | 0 |
| 196 | 37 | F | 2 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 3 | 3 | 2258.000 | 1338 | 0.860 | 2511 | 55 | 0.774 | 0.593 | 0 | 0 |
| 197 | 38 | F | 0 | Graduate | Married | abc | Blue | 28 | 5 | 3 | 3 | 16049.000 | 799 | 0.777 | 1989 | 33 | 0.571 | 0.050 | 0 | 0 |
| 198 | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 56 | 3 | 5 | 2 | 2213.000 | 829 | 0.639 | 4210 | 84 | 0.714 | 0.375 | 0 | 0 |
| 199 | 50 | F | 2 | Graduate | Single | abc | Blue | 40 | 5 | 2 | 2 | 6610.000 | 1663 | 0.813 | 4735 | 83 | 0.766 | 0.252 | 0 | 0 |
| 200 | 49 | M | 2 | NaN | NaN | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 6511.000 | 1790 | 0.397 | 1478 | 38 | 0.267 | 0.275 | 0 | 1 |
| 201 | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 6 | 2 | 3 | 1806.000 | 0 | 0.983 | 2833 | 43 | 0.654 | 0.000 | 1 | 1 |
| 202 | 65 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 6088.000 | 2145 | 1.371 | 2098 | 52 | 0.733 | 0.352 | 0 | 0 |
| 203 | 60 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1976.000 | 1311 | 0.995 | 1498 | 43 | 0.536 | 0.663 | 0 | 0 |
| 204 | 49 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1914.000 | 0 | 0.677 | 2687 | 41 | 0.414 | 0.000 | 1 | 1 |
| 205 | 48 | F | 3 | Post-Graduate | Married | abc | Blue | 36 | 3 | 1 | 3 | 20631.000 | 2048 | 0.676 | 4827 | 77 | 0.711 | 0.099 | 0 | 0 |
| 206 | 43 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 4902.000 | 2517 | 0.982 | 4508 | 69 | 0.643 | 0.513 | 0 | 1 |
| 207 | 38 | M | 1 | Graduate | NaN | $40K - $60K | Blue | 27 | 5 | 6 | 0 | 13100.000 | 1436 | 0.519 | 3201 | 78 | 0.500 | 0.110 | 0 | 0 |
| 208 | 33 | M | 2 | Graduate | Married | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 1963.000 | 1721 | 0.680 | 1378 | 37 | 0.762 | 0.877 | 0 | 0 |
| 209 | 41 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 2 | 3 | 2888.000 | 821 | 0.931 | 4713 | 77 | 1.026 | 0.284 | 0 | 0 |
| 210 | 50 | M | 1 | Post-Graduate | NaN | $80K - $120K | Gold | 36 | 2 | 3 | 2 | 34516.000 | 0 | 1.032 | 5547 | 75 | 0.744 | 0.000 | 1 | 1 |
| 211 | 39 | F | 1 | Uneducated | Divorced | abc | Blue | 34 | 4 | 1 | 2 | 12512.000 | 666 | 0.914 | 2995 | 60 | 0.875 | 0.053 | 0 | 0 |
| 212 | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 1 | 4557.000 | 985 | 0.592 | 7333 | 91 | 0.596 | 0.216 | 0 | 0 |
| 213 | 44 | M | 4 | NaN | NaN | $80K - $120K | Blue | 37 | 5 | 1 | 2 | 4234.000 | 972 | 1.707 | 1348 | 27 | 1.700 | 0.230 | 0 | 0 |
| 214 | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 4 | 3 | 1 | 4047.000 | 0 | 0.648 | 2134 | 34 | 0.478 | 0.000 | 1 | 1 |
| 215 | 38 | M | 2 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 3 | 4 | 4800.000 | 1212 | 1.254 | 2935 | 62 | 0.879 | 0.252 | 0 | 0 |
| 216 | 44 | M | 0 | High School | Divorced | $80K - $120K | Blue | 34 | 5 | 2 | 2 | 5293.000 | 1236 | 0.848 | 4572 | 90 | 0.800 | 0.234 | 0 | 0 |
| 217 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 38 | 4 | 2 | 3 | 1438.300 | 0 | 1.001 | 3511 | 64 | 0.882 | 0.000 | 0 | 0 |
| 218 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 3 | 3 | 3031.000 | 1879 | 0.788 | 1298 | 15 | 1.500 | 0.620 | 0 | 0 |
| 219 | 50 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 45 | 2 | 2 | 5 | 21096.000 | 0 | 0.637 | 1882 | 39 | 0.345 | 0.000 | 1 | 1 |
| 220 | 41 | M | 2 | Graduate | Single | $60K - $80K | Gold | 36 | 2 | 3 | 3 | 34516.000 | 687 | 1.015 | 4822 | 57 | 0.295 | 0.020 | 1 | 1 |
| 221 | 61 | M | 1 | NaN | Married | $40K - $60K | Blue | 49 | 1 | 2 | 2 | 5472.000 | 788 | 0.526 | 705 | 14 | 0.273 | 0.144 | 1 | 1 |
| 222 | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 3340.000 | 1282 | 0.724 | 4526 | 82 | 0.547 | 0.384 | 0 | 0 |
| 223 | 57 | M | 2 | High School | Single | $60K - $80K | Blue | 47 | 6 | 3 | 4 | 2248.000 | 0 | 0.735 | 4439 | 77 | 0.540 | 0.000 | 0 | 0 |
| 224 | 49 | M | 2 | Graduate | Single | $60K - $80K | Gold | 45 | 2 | 3 | 1 | 34516.000 | 913 | 0.698 | 7711 | 80 | 0.860 | 0.026 | 0 | 1 |
| 225 | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 6680.000 | 1839 | 0.617 | 7632 | 95 | 0.532 | 0.275 | 0 | 0 |
| 226 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 1 | 1 | 9546.000 | 960 | 0.710 | 14211 | 111 | 0.657 | 0.101 | 0 | 0 |
| 227 | 49 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 6 | 2 | 3 | 8900.000 | 1700 | 0.906 | 4710 | 70 | 0.556 | 0.191 | 0 | 0 |
| 228 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 1 | 3 | 4 | 1678.000 | 0 | 0.676 | 2475 | 61 | 0.694 | 0.000 | 1 | 1 |
| 229 | 42 | F | 5 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 7434.000 | 0 | 0.630 | 4182 | 76 | 1.171 | 0.000 | 0 | 0 |
| 230 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1438.300 | 0 | 0.421 | 1944 | 36 | 0.500 | 0.000 | 1 | 1 |
| 231 | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 2 | 2 | 2540.000 | 1402 | 1.127 | 2384 | 61 | 0.794 | 0.552 | 0 | 0 |
| 232 | 45 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 32 | 2 | 1 | 1 | 1438.300 | 0 | 0.712 | 4462 | 77 | 0.638 | 0.000 | 0 | 0 |
| 233 | 34 | M | 5 | Graduate | Married | $60K - $80K | Blue | 27 | 5 | 2 | 2 | 2501.000 | 1909 | 0.956 | 1850 | 34 | 1.125 | 0.763 | 0 | 0 |
| 234 | 62 | M | 1 | Graduate | Single | $80K - $120K | Blue | 51 | 6 | 2 | 3 | 5711.000 | 0 | 0.583 | 4320 | 72 | 0.674 | 0.000 | 0 | 0 |
| 235 | 57 | F | 3 | NaN | Single | abc | Silver | 36 | 6 | 3 | 2 | 34516.000 | 1698 | 0.823 | 3498 | 68 | 0.619 | 0.049 | 0 | 0 |
| 236 | 43 | F | 3 | High School | Married | abc | Blue | 31 | 3 | 3 | 1 | 2692.000 | 2039 | 0.853 | 4622 | 73 | 0.780 | 0.757 | 0 | 0 |
| 237 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 3 | 6 | 1438.300 | 0 | 0.854 | 2295 | 51 | 0.545 | 0.000 | 1 | 1 |
| 238 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 5 | 1 | 1 | 3210.000 | 2081 | 0.615 | 3962 | 62 | 0.938 | 0.648 | 0 | 0 |
| 239 | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 1 | 1438.300 | 808 | 0.997 | 705 | 19 | 0.900 | 0.562 | 1 | 1 |
| 240 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 48 | 5 | 2 | 2 | 2436.000 | 680 | 1.190 | 1570 | 29 | 0.611 | 0.279 | 0 | 0 |
| 241 | 47 | F | 3 | NaN | NaN | Less than $40K | Blue | 34 | 4 | 2 | 1 | 8109.000 | 541 | 0.958 | 3609 | 77 | 0.604 | 0.067 | 0 | 0 |
| 242 | 36 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1848.000 | 0 | 0.906 | 2775 | 33 | 0.435 | 0.000 | 1 | 1 |
| 243 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1438.300 | 0 | 1.068 | 1439 | 41 | 1.050 | 0.000 | 0 | 0 |
| 244 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 5723.000 | 1873 | 0.851 | 2732 | 63 | 0.853 | 0.327 | 0 | 0 |
| 245 | 52 | M | 2 | High School | Divorced | $60K - $80K | Blue | 42 | 1 | 3 | 2 | 7261.000 | 1443 | 0.972 | 14533 | 108 | 0.565 | 0.199 | 0 | 0 |
| 246 | 45 | F | 5 | Graduate | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 10400.000 | 1777 | 0.791 | 1105 | 28 | 0.867 | 0.171 | 0 | 0 |
| 247 | 49 | M | 2 | NaN | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 12518.000 | 1722 | 0.891 | 14276 | 96 | 0.778 | 0.138 | 0 | 0 |
| 248 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 3 | 0 | 1451.000 | 0 | 0.500 | 3866 | 72 | 0.714 | 0.000 | 0 | 0 |
| 249 | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 4 | 2 | 3 | 5031.000 | 1327 | 0.553 | 1433 | 34 | 0.889 | 0.264 | 0 | 0 |
| 250 | 35 | F | 2 | NaN | Married | $40K - $60K | Blue | 15 | 4 | 2 | 1 | 1438.300 | 834 | 0.684 | 4551 | 82 | 0.640 | 0.580 | 0 | 0 |
| 251 | 46 | M | 4 | College | Married | $80K - $120K | Blue | 34 | 5 | 3 | 2 | 13734.000 | 568 | 0.719 | 4283 | 67 | 0.861 | 0.041 | 0 | 0 |
| 252 | 45 | M | 2 | NaN | Single | $60K - $80K | Silver | 26 | 6 | 3 | 2 | 32349.000 | 1630 | 0.646 | 1343 | 41 | 0.519 | 0.050 | 0 | 0 |
| 253 | 48 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2447.000 | 1267 | 0.449 | 2132 | 37 | 0.370 | 0.518 | 1 | 1 |
| 254 | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 34 | 2 | 2 | 2 | 4060.000 | 2336 | 0.943 | 5173 | 87 | 0.706 | 0.575 | 0 | 0 |
| 255 | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 2 | 3 | 3 | 3422.000 | 0 | 0.506 | 4486 | 74 | 0.682 | 0.000 | 0 | 0 |
| 256 | 55 | M | 3 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 4 | 5668.000 | 2517 | 0.704 | 3382 | 56 | 0.931 | 0.444 | 0 | 0 |
| 257 | 30 | F | 0 | Uneducated | Married | Less than $40K | Blue | 13 | 3 | 1 | 3 | 6075.000 | 0 | 0.923 | 9242 | 63 | 0.909 | 0.000 | 1 | 1 |
| 258 | 41 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 4953.000 | 991 | 0.342 | 4183 | 67 | 0.489 | 0.200 | 0 | 0 |
| 259 | 48 | M | 3 | College | Married | $60K - $80K | Blue | 37 | 3 | 3 | 2 | 11959.000 | 1665 | 0.675 | 1191 | 40 | 0.481 | 0.139 | 0 | 0 |
| 260 | 49 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 4 | 2 | 0 | 10541.000 | 1387 | 0.720 | 4269 | 92 | 0.614 | 0.132 | 0 | 0 |
| 261 | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 23 | 4 | 3 | 2 | 7189.000 | 1550 | 0.538 | 1935 | 52 | 0.368 | 0.216 | 0 | 1 |
| 262 | 43 | M | 3 | Uneducated | NaN | $40K - $60K | Blue | 38 | 5 | 4 | 2 | 9449.000 | 1914 | 0.870 | 4658 | 93 | 0.722 | 0.203 | 0 | 0 |
| 263 | 61 | F | 0 | Graduate | Married | abc | Blue | 56 | 4 | 1 | 3 | 5585.000 | 1465 | 1.503 | 1787 | 31 | 0.722 | 0.262 | 0 | 0 |
| 264 | 51 | F | 3 | Graduate | Married | abc | Blue | 37 | 6 | 1 | 1 | 4502.000 | 1785 | 1.014 | 4469 | 87 | 0.812 | 0.396 | 0 | 0 |
| 265 | 53 | F | 3 | Doctorate | Single | abc | Blue | 43 | 3 | 3 | 2 | 1790.000 | 1474 | 0.595 | 2128 | 40 | 0.429 | 0.823 | 1 | 1 |
| 266 | 51 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2984.000 | 2512 | 0.861 | 8296 | 91 | 0.685 | 0.842 | 0 | 0 |
| 267 | 48 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 28 | 3 | 3 | 4 | 6572.000 | 417 | 0.584 | 1766 | 46 | 0.533 | 0.063 | 1 | 1 |
| 268 | 46 | M | 2 | Graduate | Single | $40K - $60K | Blue | 31 | 3 | 3 | 5 | 7869.000 | 0 | 0.692 | 998 | 25 | 0.562 | 0.000 | 1 | 1 |
| 269 | 53 | F | 2 | Graduate | NaN | Less than $40K | Blue | 35 | 1 | 2 | 3 | 2199.000 | 693 | 0.654 | 7342 | 86 | 0.483 | 0.315 | 0 | 0 |
| 270 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 1 | 2 | 3 | 4174.000 | 2507 | 0.832 | 7905 | 86 | 0.755 | 0.601 | 0 | 0 |
| 271 | 49 | F | 2 | Doctorate | Married | Less than $40K | Blue | 44 | 4 | 3 | 0 | 3397.000 | 1962 | 0.483 | 3295 | 66 | 0.610 | 0.578 | 0 | 0 |
| 272 | 34 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 6 | 3 | 2 | 34516.000 | 2517 | 0.975 | 1969 | 46 | 1.300 | 0.073 | 0 | 0 |
| 273 | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 6 | 3 | 0 | 34516.000 | 1002 | 1.345 | 2579 | 68 | 0.700 | 0.029 | 0 | 0 |
| 274 | 53 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 3329.000 | 1092 | 1.466 | 1978 | 33 | 0.833 | 0.328 | 0 | 0 |
| 275 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2288.000 | 1505 | 0.788 | 4396 | 68 | 0.659 | 0.658 | 0 | 0 |
| 276 | 51 | F | 1 | Doctorate | Married | abc | Blue | 45 | 6 | 2 | 1 | 7336.000 | 1031 | 0.658 | 3812 | 67 | 0.675 | 0.141 | 0 | 0 |
| 277 | 40 | M | 3 | NaN | Divorced | $60K - $80K | Blue | 24 | 2 | 3 | 3 | 20466.000 | 1138 | 0.868 | 15121 | 97 | 0.540 | 0.056 | 0 | 0 |
| 278 | 44 | F | 4 | Uneducated | Single | abc | Blue | 36 | 3 | 3 | 4 | 8075.000 | 317 | 0.585 | 2415 | 41 | 0.577 | 0.039 | 1 | 1 |
| 279 | 34 | F | 3 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 2 | 3 | 3234.000 | 971 | 0.790 | 3989 | 71 | 0.868 | 0.300 | 0 | 0 |
| 280 | 40 | M | 5 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 2 | 4 | 11942.000 | 1651 | 0.598 | 1085 | 29 | 0.208 | 0.138 | 0 | 1 |
| 281 | 50 | F | 1 | Uneducated | NaN | Less than $40K | Silver | 36 | 4 | 2 | 2 | 11888.000 | 2090 | 0.700 | 1137 | 30 | 0.765 | 0.176 | 0 | 0 |
| 282 | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 2147.000 | 1173 | 0.653 | 1352 | 37 | 0.370 | 0.546 | 0 | 0 |
| 283 | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 24 | 5 | 3 | 2 | 19188.000 | 0 | 0.453 | 4366 | 69 | 0.816 | 0.000 | 0 | 0 |
| 284 | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 1 | 3261.000 | 0 | 1.012 | 3081 | 50 | 0.667 | 0.000 | 1 | 1 |
| 285 | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1596.000 | 0 | 0.788 | 5678 | 81 | 0.800 | 0.000 | 0 | 0 |
| 286 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 2434.000 | 1169 | 0.689 | 4739 | 76 | 0.810 | 0.480 | 0 | 0 |
| 287 | 49 | M | 5 | NaN | Single | $40K - $60K | Silver | 41 | 4 | 2 | 2 | 20756.000 | 1710 | 0.816 | 1502 | 31 | 0.824 | 0.082 | 0 | 0 |
| 288 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 2 | 0 | 3378.000 | 1069 | 0.581 | 1285 | 16 | 0.333 | 0.316 | 0 | 0 |
| 289 | 42 | F | 3 | College | Married | Less than $40K | Blue | 37 | 5 | 4 | 2 | 2238.000 | 1693 | 0.714 | 5339 | 86 | 0.458 | 0.756 | 0 | 0 |
| 290 | 50 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 33 | 3 | 5 | 2 | 19939.000 | 0 | 1.030 | 3342 | 76 | 0.462 | 0.000 | 0 | 0 |
| 291 | 56 | M | 3 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 3 | 3 | 10230.000 | 1082 | 0.658 | 1484 | 34 | 0.545 | 0.106 | 0 | 0 |
| 292 | 46 | F | 2 | College | Married | $40K - $60K | Blue | 34 | 2 | 1 | 3 | 1441.000 | 642 | 0.563 | 4894 | 84 | 0.826 | 0.446 | 0 | 0 |
| 293 | 38 | F | 1 | NaN | Married | Less than $40K | Blue | 20 | 2 | 2 | 3 | 1621.000 | 580 | 0.421 | 1893 | 41 | 0.171 | 0.358 | 1 | 1 |
| 294 | 54 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 30011.000 | 1232 | 0.944 | 1676 | 41 | 0.783 | 0.041 | 0 | 0 |
| 295 | 54 | M | 1 | Uneducated | Single | $120K + | Blue | 36 | 5 | 1 | 2 | 34516.000 | 0 | 0.452 | 3918 | 67 | 1.094 | 0.000 | 0 | 0 |
| 296 | 39 | F | 3 | Graduate | Married | abc | Blue | 26 | 2 | 2 | 3 | 4376.000 | 855 | 0.839 | 2862 | 52 | 0.733 | 0.195 | 1 | 1 |
| 297 | 47 | F | 2 | College | Single | Less than $40K | Blue | 40 | 2 | 2 | 2 | 4822.000 | 1882 | 0.833 | 13816 | 121 | 0.891 | 0.390 | 0 | 0 |
| 298 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 31 | 6 | 1 | 3 | 2639.000 | 0 | 0.892 | 4892 | 85 | 0.771 | 0.000 | 0 | 0 |
| 299 | 46 | M | 5 | High School | NaN | $120K + | Blue | 26 | 4 | 3 | 3 | 34516.000 | 772 | 0.979 | 3699 | 77 | 0.878 | 0.022 | 0 | 0 |
| 300 | 61 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 53 | 4 | 3 | 2 | 2566.000 | 2164 | 0.578 | 4344 | 73 | 0.659 | 0.843 | 0 | 0 |
| 301 | 55 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 47 | 3 | 2 | 3 | 2697.000 | 1863 | 0.735 | 4615 | 81 | 0.688 | 0.691 | 0 | 0 |
| 302 | 50 | M | 0 | High School | Single | $120K + | Silver | 45 | 5 | 2 | 3 | 14938.000 | 2303 | 0.804 | 949 | 27 | 2.000 | 0.154 | 0 | 1 |
| 303 | 51 | M | 2 | Graduate | Married | $120K + | Blue | 44 | 4 | 3 | 3 | 34516.000 | 1666 | 0.613 | 1218 | 18 | 0.800 | 0.048 | 0 | 0 |
| 304 | 37 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 27 | 1 | 3 | 2 | 3050.000 | 2517 | 1.177 | 4698 | 75 | 0.923 | 0.825 | 0 | 0 |
| 305 | 55 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 4 | 3 | 2 | 5162.000 | 984 | 0.842 | 3562 | 72 | 0.895 | 0.191 | 0 | 0 |
| 306 | 61 | M | 1 | NaN | Single | $40K - $60K | Blue | 47 | 3 | 2 | 2 | 11915.000 | 1631 | 0.748 | 1956 | 63 | 0.537 | 0.137 | 0 | 0 |
| 307 | 32 | M | 1 | NaN | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 10060.000 | 2322 | 0.894 | 2184 | 63 | 1.032 | 0.231 | 0 | 0 |
| 308 | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 13049.000 | 943 | 0.686 | 3944 | 72 | 0.674 | 0.072 | 0 | 0 |
| 309 | 45 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 30 | 2 | 2 | 2 | 3821.000 | 1673 | 0.869 | 15005 | 89 | 0.712 | 0.438 | 0 | 0 |
| 310 | 61 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 47 | 4 | 2 | 4 | 8633.000 | 2517 | 0.681 | 2066 | 51 | 0.457 | 0.292 | 0 | 1 |
| 311 | 54 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 48 | 2 | 3 | 2 | 29974.000 | 2114 | 0.925 | 15190 | 115 | 0.855 | 0.071 | 0 | 0 |
| 312 | 42 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 4 | 1 | 4 | 1438.300 | 860 | 0.761 | 4754 | 79 | 0.837 | 0.598 | 0 | 0 |
| 313 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 43 | 1 | 3 | 3 | 5701.000 | 2517 | 0.716 | 961 | 32 | 0.524 | 0.442 | 1 | 1 |
| 314 | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 54 | 1 | 3 | 1 | 5182.000 | 1459 | 0.720 | 7960 | 112 | 0.697 | 0.282 | 0 | 0 |
| 315 | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 1 | 2 | 2 | 9389.000 | 727 | 0.533 | 3415 | 84 | 0.556 | 0.077 | 0 | 0 |
| 316 | 38 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 2 | 2 | 2 | 4391.000 | 1933 | 0.579 | 1849 | 36 | 0.385 | 0.440 | 1 | 1 |
| 317 | 49 | F | 2 | College | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2154.000 | 1490 | 0.727 | 3664 | 63 | 0.853 | 0.692 | 0 | 0 |
| 318 | 35 | M | 3 | Graduate | Single | $80K - $120K | Blue | 25 | 3 | 2 | 3 | 6510.000 | 2055 | 1.042 | 2238 | 49 | 0.531 | 0.316 | 0 | 0 |
| 319 | 65 | M | 0 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 1 | 3 | 2717.000 | 0 | 0.736 | 3150 | 59 | 0.475 | 0.000 | 0 | 1 |
| 320 | 38 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2669.000 | 0 | 0.670 | 2271 | 31 | 0.722 | 0.000 | 1 | 1 |
| 321 | 65 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 52 | 5 | 3 | 3 | 2155.000 | 0 | 1.423 | 1655 | 27 | 1.250 | 0.000 | 0 | 0 |
| 322 | 43 | F | 2 | Uneducated | Married | abc | Blue | 38 | 6 | 3 | 1 | 2960.000 | 1853 | 0.949 | 3921 | 63 | 0.853 | 0.626 | 0 | 0 |
| 323 | 48 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.300 | 812 | 0.667 | 3868 | 80 | 0.702 | 0.565 | 0 | 0 |
| 324 | 45 | F | 4 | Graduate | Married | abc | Blue | 35 | 4 | 2 | 2 | 2705.000 | 0 | 0.736 | 4749 | 80 | 0.778 | 0.000 | 0 | 0 |
| 325 | 37 | F | 3 | NaN | Married | Less than $40K | Blue | 25 | 6 | 2 | 1 | 1438.300 | 674 | 2.180 | 1717 | 31 | 0.722 | 0.469 | 0 | 0 |
| 326 | 50 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 6362.000 | 1709 | 1.016 | 4476 | 85 | 0.735 | 0.269 | 0 | 0 |
| 327 | 60 | F | 0 | Graduate | Single | $40K - $60K | Blue | 47 | 1 | 2 | 3 | 9502.000 | 1881 | 0.717 | 14418 | 100 | 0.754 | 0.198 | 0 | 0 |
| 328 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 37 | 3 | 1 | 3 | 1965.000 | 1021 | 0.516 | 3968 | 57 | 0.781 | 0.520 | 0 | 0 |
| 329 | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9550.000 | 2517 | 0.713 | 13783 | 116 | 0.841 | 0.264 | 0 | 0 |
| 330 | 45 | M | 2 | NaN | Married | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 5800.000 | 1434 | 0.715 | 8202 | 89 | 0.679 | 0.247 | 0 | 0 |
| 331 | 42 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 3 | 8566.000 | 1484 | 0.807 | 4195 | 89 | 0.854 | 0.173 | 0 | 0 |
| 332 | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 48 | 1 | 3 | 1 | 15483.000 | 2148 | 0.738 | 14463 | 94 | 0.774 | 0.139 | 0 | 0 |
| 333 | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 24 | 3 | 3 | 1 | 2069.000 | 1393 | 0.875 | 4962 | 70 | 0.750 | 0.673 | 0 | 0 |
| 334 | 53 | F | 1 | College | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 2154.000 | 930 | 2.121 | 1439 | 26 | 1.364 | 0.432 | 0 | 0 |
| 335 | 49 | M | 1 | College | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 22036.000 | 1560 | 0.555 | 2139 | 48 | 0.714 | 0.071 | 0 | 1 |
| 336 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 6 | 3 | 3 | 7540.000 | 773 | 0.688 | 4755 | 58 | 0.706 | 0.103 | 0 | 0 |
| 337 | 56 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 49 | 5 | 3 | 2 | 5466.000 | 0 | 0.587 | 4435 | 79 | 0.881 | 0.000 | 0 | 0 |
| 338 | 54 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 47 | 6 | 2 | 4 | 15108.000 | 1288 | 0.684 | 3713 | 65 | 0.512 | 0.085 | 0 | 0 |
| 339 | 52 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 5207.000 | 1121 | 0.578 | 7153 | 84 | 0.647 | 0.215 | 0 | 0 |
| 340 | 43 | M | 3 | NaN | Single | $120K + | Blue | 30 | 4 | 2 | 3 | 11926.000 | 1766 | 0.875 | 3778 | 84 | 0.750 | 0.148 | 0 | 0 |
| 341 | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 3 | 1438.300 | 686 | 0.680 | 3499 | 80 | 0.860 | 0.477 | 0 | 0 |
| 342 | 26 | M | 1 | Graduate | Single | Less than $40K | Blue | 13 | 3 | 3 | 2 | 2174.000 | 1514 | 0.607 | 2510 | 44 | 0.294 | 0.696 | 0 | 0 |
| 343 | 50 | F | 4 | NaN | Married | $40K - $60K | Blue | 41 | 1 | 2 | 2 | 4268.000 | 1509 | 0.562 | 14351 | 112 | 0.867 | 0.354 | 0 | 0 |
| 344 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 3 | 7298.000 | 2517 | 0.838 | 7973 | 88 | 0.692 | 0.345 | 0 | 0 |
| 345 | 31 | F | 1 | NaN | Single | abc | Silver | 36 | 4 | 3 | 2 | 34516.000 | 0 | 0.791 | 2183 | 60 | 1.069 | 0.000 | 0 | 0 |
| 346 | 61 | F | 1 | High School | Single | Less than $40K | Blue | 56 | 3 | 2 | 2 | 3421.000 | 2266 | 0.659 | 6932 | 75 | 0.744 | 0.662 | 0 | 0 |
| 347 | 49 | M | 4 | NaN | NaN | $80K - $120K | Blue | 39 | 2 | 2 | 2 | 2886.000 | 925 | 0.946 | 5481 | 58 | 0.758 | 0.321 | 1 | 1 |
| 348 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 4 | 2884.000 | 2104 | 0.857 | 4486 | 93 | 0.860 | 0.730 | 0 | 0 |
| 349 | 48 | M | 4 | NaN | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 22917.000 | 0 | 0.574 | 2045 | 45 | 0.500 | 0.000 | 1 | 1 |
| 350 | 43 | M | 4 | Post-Graduate | Single | $40K - $60K | Blue | 25 | 1 | 2 | 2 | 9043.000 | 1974 | 1.027 | 4638 | 48 | 0.655 | 0.218 | 1 | 1 |
| 351 | 52 | F | 3 | High School | Married | abc | Blue | 36 | 2 | 2 | 2 | 8279.000 | 1582 | 0.760 | 4419 | 63 | 0.658 | 0.191 | 0 | 0 |
| 352 | 30 | M | 0 | Graduate | Married | Less than $40K | Blue | 21 | 6 | 6 | 2 | 2490.000 | 0 | 0.859 | 1645 | 30 | 0.667 | 0.000 | 0 | 0 |
| 353 | 45 | M | 4 | NaN | Married | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 1892.000 | 1049 | 1.122 | 4558 | 60 | 1.609 | 0.554 | 0 | 0 |
| 354 | 56 | F | 4 | Graduate | NaN | Less than $40K | Blue | 44 | 5 | 3 | 3 | 1677.000 | 0 | 0.835 | 2477 | 45 | 0.324 | 0.000 | 1 | 1 |
| 355 | 51 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 40 | 3 | 2 | 0 | 6103.000 | 0 | 0.532 | 3203 | 64 | 0.829 | 0.000 | 0 | 0 |
| 356 | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 26 | 4 | 2 | 2 | 23622.000 | 1153 | 0.666 | 2574 | 65 | 0.625 | 0.049 | 0 | 0 |
| 357 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 33 | 6 | 4 | 4 | 3160.000 | 1180 | 1.000 | 3740 | 68 | 0.700 | 0.373 | 0 | 0 |
| 358 | 47 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 3 | 4 | 24033.000 | 612 | 0.635 | 3578 | 75 | 0.531 | 0.025 | 0 | 0 |
| 359 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 26 | 3 | 3 | 3 | 2171.000 | 1418 | 0.505 | 1415 | 45 | 0.406 | 0.653 | 0 | 0 |
| 360 | 58 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 41 | 4 | 2 | 1 | 2915.000 | 1494 | 0.861 | 4235 | 73 | 0.825 | 0.513 | 0 | 0 |
| 361 | 56 | M | 2 | College | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 27157.000 | 1547 | 0.487 | 1535 | 38 | 0.267 | 0.057 | 0 | 0 |
| 362 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2133.000 | 1469 | 0.831 | 1426 | 37 | 0.682 | 0.689 | 0 | 0 |
| 363 | 49 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 3 | 4 | 3 | 8136.000 | 2517 | 0.674 | 2179 | 40 | 0.429 | 0.309 | 1 | 1 |
| 364 | 39 | M | 2 | Graduate | NaN | $60K - $80K | Silver | 36 | 4 | 2 | 2 | 29808.000 | 0 | 0.669 | 16098 | 128 | 0.684 | 0.000 | 0 | 0 |
| 365 | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 26 | 6 | 3 | 2 | 3991.000 | 1982 | 0.748 | 1661 | 35 | 0.944 | 0.497 | 0 | 0 |
| 366 | 45 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 4209.000 | 1300 | 0.750 | 16078 | 105 | 0.615 | 0.309 | 0 | 0 |
| 367 | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 28 | 4 | 3 | 4 | 3478.000 | 0 | 0.650 | 2133 | 54 | 0.543 | 0.000 | 0 | 1 |
| 368 | 56 | F | 1 | College | Married | abc | Blue | 36 | 6 | 2 | 2 | 4263.000 | 0 | 0.640 | 4876 | 70 | 1.188 | 0.000 | 0 | 0 |
| 369 | 26 | F | 0 | High School | Single | abc | Blue | 13 | 4 | 3 | 3 | 3038.000 | 1460 | 0.980 | 2243 | 38 | 0.462 | 0.481 | 0 | 0 |
| 370 | 61 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3175.000 | 1116 | 0.978 | 14071 | 101 | 0.683 | 0.351 | 0 | 0 |
| 371 | 54 | M | 1 | High School | Married | $120K + | Blue | 42 | 5 | 3 | 3 | 3251.000 | 1919 | 0.560 | 1406 | 31 | 0.240 | 0.590 | 0 | 0 |
| 372 | 50 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 3 | 3 | 1 | 1438.300 | 663 | 0.384 | 2987 | 73 | 0.622 | 0.461 | 0 | 0 |
| 373 | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 2 | 3 | 2568.000 | 1875 | 0.578 | 4254 | 85 | 0.735 | 0.730 | 0 | 0 |
| 374 | 32 | M | 1 | NaN | Single | $40K - $60K | Silver | 16 | 3 | 3 | 1 | 17894.000 | 2517 | 0.731 | 15305 | 111 | 0.586 | 0.141 | 0 | 0 |
| 375 | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 53 | 6 | 2 | 3 | 2019.000 | 1380 | 1.158 | 2005 | 62 | 0.590 | 0.684 | 0 | 0 |
| 376 | 27 | F | 0 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 2 | 4548.000 | 1450 | 0.844 | 14330 | 131 | 0.638 | 0.319 | 0 | 0 |
| 377 | 46 | F | 4 | Graduate | Single | abc | Blue | 36 | 4 | 3 | 2 | 17023.000 | 1084 | 0.928 | 1610 | 43 | 0.387 | 0.064 | 0 | 0 |
| 378 | 47 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 34 | 5 | 1 | 3 | 1626.000 | 1013 | 0.826 | 5262 | 83 | 0.729 | 0.623 | 0 | 0 |
| 379 | 33 | M | 4 | College | Single | $40K - $60K | Silver | 20 | 2 | 1 | 3 | 15977.000 | 0 | 0.702 | 7745 | 64 | 0.684 | 0.000 | 1 | 1 |
| 380 | 50 | F | 2 | Uneducated | Married | abc | Blue | 45 | 6 | 1 | 4 | 5660.000 | 2401 | 0.779 | 1932 | 35 | 0.346 | 0.424 | 0 | 1 |
| 381 | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 19 | 2 | 3 | 2 | 5843.000 | 1346 | 0.641 | 13299 | 95 | 0.863 | 0.230 | 0 | 0 |
| 382 | 30 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 4192.000 | 1734 | 0.753 | 13345 | 106 | 0.893 | 0.414 | 0 | 0 |
| 383 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 4 | 4402.000 | 697 | 0.700 | 3325 | 76 | 0.652 | 0.158 | 0 | 0 |
| 384 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1534.000 | 0 | 0.642 | 2596 | 39 | 0.393 | 0.000 | 1 | 1 |
| 385 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 22906.000 | 1132 | 0.942 | 3204 | 64 | 0.730 | 0.049 | 0 | 0 |
| 386 | 44 | F | 3 | NaN | Single | abc | Blue | 34 | 2 | 3 | 3 | 26021.000 | 0 | 1.040 | 8898 | 60 | 0.538 | 0.000 | 1 | 1 |
| 387 | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 2 | 1 | 2 | 3423.000 | 647 | 0.730 | 14308 | 124 | 0.722 | 0.189 | 0 | 0 |
| 388 | 38 | F | 2 | High School | Single | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 1438.300 | 0 | 0.783 | 3990 | 75 | 0.596 | 0.000 | 0 | 0 |
| 389 | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 3 | 3 | 3 | 6897.000 | 640 | 1.052 | 2781 | 57 | 0.839 | 0.093 | 0 | 0 |
| 390 | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5210.000 | 0 | 0.531 | 1309 | 45 | 0.607 | 0.000 | 0 | 1 |
| 391 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 2 | 2 | 2019.000 | 991 | 0.799 | 3603 | 59 | 0.967 | 0.491 | 0 | 0 |
| 392 | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 33 | 2 | 1 | 1 | 13818.000 | 609 | 0.787 | 13209 | 101 | 0.656 | 0.044 | 0 | 0 |
| 393 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 24 | 2 | 1 | 4 | 2802.000 | 2460 | 1.029 | 1406 | 28 | 0.077 | 0.878 | 1 | 0 |
| 394 | 42 | F | 5 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2038.000 | 0 | 0.786 | 1238 | 28 | 0.750 | 0.000 | 0 | 1 |
| 395 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 6 | 4 | 3 | 2473.000 | 0 | 0.547 | 2133 | 44 | 0.419 | 0.000 | 1 | 1 |
| 396 | 31 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 19 | 1 | 3 | 3 | 34516.000 | 1984 | 0.757 | 14969 | 96 | 0.811 | 0.057 | 0 | 0 |
| 397 | 58 | F | 0 | Graduate | Married | $40K - $60K | Blue | 47 | 2 | 2 | 1 | 2194.000 | 1302 | 0.814 | 4962 | 81 | 0.841 | 0.593 | 0 | 0 |
| 398 | 43 | F | 2 | NaN | Single | abc | Blue | 27 | 1 | 3 | 3 | 3287.000 | 1697 | 0.711 | 5236 | 77 | 1.026 | 0.516 | 0 | 0 |
| 399 | 47 | F | 3 | Doctorate | Single | Less than $40K | Blue | 40 | 6 | 2 | 3 | 2437.000 | 0 | 0.664 | 2027 | 42 | 0.448 | 0.000 | 1 | 1 |
| 400 | 58 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 5 | 2165.000 | 1135 | 0.707 | 1541 | 33 | 0.833 | 0.524 | 0 | 0 |
| 401 | 39 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 25008.000 | 876 | 0.859 | 1753 | 43 | 1.048 | 0.035 | 0 | 0 |
| 402 | 32 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.300 | 0 | 0.569 | 2464 | 37 | 0.321 | 0.000 | 1 | 1 |
| 403 | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 6 | 2 | 5 | 2403.000 | 0 | 0.727 | 3393 | 64 | 0.882 | 0.000 | 0 | 0 |
| 404 | 54 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 3784.000 | 2517 | 0.648 | 15199 | 96 | 0.684 | 0.665 | 0 | 0 |
| 405 | 42 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 31639.000 | 2446 | 0.632 | 7119 | 86 | 0.564 | 0.077 | 0 | 0 |
| 406 | 52 | F | 2 | Uneducated | Married | abc | Blue | 36 | 5 | 1 | 2 | 4006.000 | 2517 | 0.557 | 1157 | 34 | 0.619 | 0.628 | 0 | 0 |
| 407 | 58 | F | 2 | NaN | Married | Less than $40K | Blue | 43 | 6 | 2 | 2 | 3034.000 | 2517 | 0.630 | 1617 | 29 | 1.417 | 0.830 | 0 | 0 |
| 408 | 50 | M | 2 | Graduate | Married | $80K - $120K | Silver | 42 | 2 | 3 | 3 | 34516.000 | 2517 | 0.759 | 8186 | 85 | 0.635 | 0.073 | 0 | 0 |
| 409 | 52 | F | 4 | Graduate | Married | abc | Blue | 42 | 5 | 3 | 2 | 1816.000 | 0 | 0.664 | 4957 | 78 | 0.773 | 0.000 | 0 | 0 |
| 410 | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 1866.000 | 0 | 0.798 | 2833 | 42 | 0.355 | 0.000 | 1 | 1 |
| 411 | 43 | F | 3 | Graduate | Single | abc | Blue | 33 | 3 | 3 | 1 | 2341.000 | 1818 | 0.833 | 4356 | 70 | 0.628 | 0.777 | 0 | 0 |
| 412 | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 29 | 4 | 3 | 2 | 5640.000 | 0 | 0.770 | 4739 | 80 | 0.860 | 0.000 | 0 | 0 |
| 413 | 48 | F | 4 | Uneducated | Married | abc | Blue | 36 | 2 | 6 | 1 | 7469.000 | 1216 | 0.771 | 13614 | 104 | 0.600 | 0.163 | 0 | 0 |
| 414 | 48 | M | 3 | High School | NaN | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 7633.000 | 1707 | 0.529 | 1807 | 58 | 0.657 | 0.224 | 0 | 0 |
| 415 | 36 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 3 | 3 | 1 | 2784.000 | 2378 | 0.525 | 2021 | 57 | 0.676 | 0.854 | 1 | 0 |
| 416 | 47 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 42 | 5 | 2 | 0 | 20979.000 | 1800 | 0.906 | 1178 | 27 | 0.929 | 0.086 | 0 | 0 |
| 417 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 3 | 5 | 1 | 3024.000 | 1649 | 0.587 | 4463 | 89 | 0.679 | 0.545 | 0 | 0 |
| 418 | 50 | M | 4 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 1 | 6943.000 | 600 | 0.653 | 4946 | 80 | 0.739 | 0.086 | 0 | 0 |
| 419 | 49 | F | 2 | Post-Graduate | Single | abc | Blue | 36 | 3 | 3 | 2 | 24904.000 | 0 | 0.636 | 5176 | 71 | 0.479 | 0.000 | 0 | 0 |
| 420 | 50 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 6 | 3 | 3 | 1438.300 | 0 | 0.707 | 4670 | 82 | 0.864 | 0.000 | 0 | 0 |
| 421 | 45 | M | 2 | Graduate | Married | $60K - $80K | Platinum | 31 | 2 | 2 | 1 | 34516.000 | 1308 | 0.746 | 8773 | 105 | 0.780 | 0.038 | 0 | 0 |
| 422 | 41 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 33405.000 | 0 | 0.535 | 1345 | 34 | 0.619 | 0.000 | 0 | 0 |
| 423 | 52 | F | 3 | NaN | Single | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 6053.000 | 577 | 0.850 | 5035 | 64 | 1.370 | 0.095 | 0 | 0 |
| 424 | 47 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 21142.000 | 0 | 0.812 | 4360 | 66 | 1.357 | 0.000 | 0 | 0 |
| 425 | 47 | M | 2 | College | Married | $40K - $60K | Blue | 37 | 6 | 3 | 1 | 3263.000 | 1525 | 0.542 | 14649 | 110 | 0.833 | 0.467 | 0 | 0 |
| 426 | 36 | M | 4 | High School | Single | $120K + | Blue | 36 | 1 | 3 | 3 | 27929.000 | 1898 | 0.725 | 14755 | 123 | 0.732 | 0.068 | 0 | 0 |
| 427 | 48 | F | 3 | College | Single | Less than $40K | Blue | 30 | 4 | 1 | 1 | 2865.000 | 1523 | 0.605 | 4609 | 79 | 0.756 | 0.532 | 0 | 0 |
| 428 | 46 | M | 4 | College | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 18956.000 | 1694 | 0.702 | 8032 | 88 | 0.660 | 0.089 | 0 | 0 |
| 429 | 47 | M | 3 | Doctorate | Single | Less than $40K | Blue | 35 | 4 | 3 | 2 | 1842.000 | 0 | 0.726 | 4165 | 67 | 0.634 | 0.000 | 0 | 0 |
| 430 | 38 | M | 3 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 2 | 2 | 1518.000 | 1115 | 0.705 | 3595 | 65 | 0.857 | 0.735 | 0 | 0 |
| 431 | 48 | M | 4 | High School | Single | $60K - $80K | Blue | 42 | 5 | 4 | 2 | 2384.000 | 1596 | 0.831 | 3149 | 59 | 0.903 | 0.669 | 0 | 0 |
| 432 | 47 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 2099.000 | 1164 | 0.717 | 4471 | 80 | 0.667 | 0.555 | 0 | 0 |
| 433 | 42 | F | 3 | NaN | Married | Less than $40K | Blue | 31 | 2 | 3 | 2 | 2940.000 | 0 | 0.962 | 14792 | 120 | 0.875 | 0.000 | 0 | 0 |
| 434 | 48 | M | 3 | NaN | NaN | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 8290.000 | 1030 | 0.870 | 8980 | 93 | 0.755 | 0.124 | 0 | 0 |
| 435 | 54 | M | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1556.000 | 1278 | 0.460 | 1615 | 35 | 0.591 | 0.821 | 0 | 0 |
| 436 | 54 | M | 3 | Post-Graduate | Married | $120K + | Blue | 42 | 6 | 3 | 4 | 3092.000 | 2165 | 0.676 | 1369 | 37 | 0.542 | 0.700 | 0 | 0 |
| 437 | 37 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 25 | 3 | 2 | 2 | 25187.000 | 2209 | 0.799 | 16606 | 96 | 0.778 | 0.088 | 0 | 0 |
| 438 | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 4 | 2 | 5 | 5484.000 | 2517 | 0.489 | 2025 | 51 | 0.378 | 0.459 | 0 | 1 |
| 439 | 26 | M | 0 | Graduate | Single | abc | Blue | 19 | 4 | 1 | 2 | 1438.300 | 0 | 0.472 | 2005 | 47 | 0.469 | 0.000 | 0 | 1 |
| 440 | 53 | M | 3 | NaN | Married | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 2753.000 | 1811 | 0.977 | 1038 | 25 | 2.571 | 0.658 | 0 | 0 |
| 441 | 50 | F | 3 | NaN | Married | Less than $40K | Blue | 42 | 4 | 1 | 2 | 2240.000 | 0 | 0.668 | 1905 | 39 | 0.345 | 0.000 | 0 | 1 |
| 442 | 49 | F | 5 | Graduate | Married | Less than $40K | Blue | 43 | 4 | 2 | 3 | 8154.000 | 0 | 0.964 | 2223 | 72 | 0.946 | 0.000 | 0 | 0 |
| 443 | 54 | M | 4 | High School | Single | $80K - $120K | Blue | 39 | 1 | 3 | 3 | 7773.000 | 2465 | 0.788 | 4272 | 69 | 1.029 | 0.317 | 0 | 0 |
| 444 | 42 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 5928.000 | 2517 | 0.817 | 3536 | 69 | 0.769 | 0.425 | 0 | 0 |
| 445 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2730.000 | 1303 | 1.308 | 4750 | 76 | 0.900 | 0.477 | 0 | 0 |
| 446 | 32 | F | 2 | Graduate | Divorced | abc | Silver | 27 | 2 | 3 | 1 | 33779.000 | 1526 | 0.879 | 15200 | 126 | 0.800 | 0.045 | 0 | 0 |
| 447 | 44 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 32 | 1 | 2 | 2 | 3575.000 | 0 | 0.843 | 7672 | 66 | 0.737 | 0.000 | 1 | 1 |
| 448 | 65 | M | 0 | Doctorate | Single | abc | Blue | 56 | 3 | 2 | 2 | 28410.000 | 1608 | 0.913 | 2278 | 77 | 1.139 | 0.057 | 0 | 0 |
| 449 | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 34 | 1 | 2 | 1 | 1528.000 | 820 | 0.908 | 5212 | 88 | 0.833 | 0.537 | 0 | 0 |
| 450 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 1 | 5 | 2586.000 | 0 | 0.631 | 3435 | 65 | 0.585 | 0.000 | 0 | 0 |
| 451 | 38 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 3 | 2435.000 | 2432 | 0.120 | 1460 | 32 | 0.103 | 0.999 | 1 | 1 |
| 452 | 57 | F | 5 | Graduate | Married | $40K - $60K | Blue | 49 | 4 | 2 | 2 | 3301.000 | 2517 | 0.842 | 3939 | 69 | 1.226 | 0.762 | 0 | 0 |
| 453 | 64 | M | 1 | Uneducated | Single | abc | Blue | 51 | 6 | 3 | 1 | 2571.000 | 1210 | 0.972 | 3647 | 59 | 0.686 | 0.471 | 0 | 0 |
| 454 | 44 | M | 1 | Uneducated | Divorced | $120K + | Blue | 39 | 3 | 2 | 3 | 11362.000 | 0 | 0.668 | 3197 | 61 | 0.564 | 0.000 | 0 | 0 |
| 455 | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 52 | 1 | 2 | 2 | 14458.000 | 2017 | 0.990 | 8696 | 72 | 0.895 | 0.140 | 1 | 1 |
| 456 | 42 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 9247.000 | 710 | 0.735 | 1190 | 30 | 0.500 | 0.077 | 0 | 0 |
| 457 | 45 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 26 | 3 | 5 | 2 | 1438.300 | 1226 | 0.638 | 3889 | 60 | 0.818 | 0.852 | 0 | 0 |
| 458 | 47 | F | 4 | College | Single | Less than $40K | Blue | 37 | 6 | 2 | 2 | 4256.000 | 1084 | 0.630 | 1100 | 29 | 0.381 | 0.255 | 0 | 1 |
| 459 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 3 | 1 | 1959.000 | 1268 | 0.731 | 4275 | 61 | 0.649 | 0.647 | 0 | 0 |
| 460 | 57 | F | 3 | Doctorate | Single | Less than $40K | Blue | 44 | 5 | 3 | 2 | 1737.000 | 813 | 0.756 | 3669 | 58 | 0.812 | 0.468 | 0 | 0 |
| 461 | 39 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 1 | 4 | 34516.000 | 2055 | 0.589 | 4048 | 74 | 0.510 | 0.060 | 0 | 0 |
| 462 | 61 | F | 1 | High School | Married | Less than $40K | Blue | 51 | 3 | 3 | 3 | 1795.000 | 794 | 0.953 | 1834 | 59 | 1.107 | 0.442 | 0 | 0 |
| 463 | 51 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 9930.000 | 0 | 0.731 | 1276 | 21 | 1.333 | 0.000 | 0 | 0 |
| 464 | 62 | M | 0 | College | Married | $40K - $60K | Blue | 54 | 3 | 3 | 4 | 1438.300 | 0 | 0.795 | 1843 | 49 | 0.581 | 0.000 | 0 | 1 |
| 465 | 65 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 6 | 3 | 1 | 2621.000 | 1858 | 0.987 | 2148 | 47 | 1.043 | 0.709 | 0 | 0 |
| 466 | 42 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 5 | 1 | 2 | 1503.000 | 929 | 0.892 | 4680 | 67 | 0.971 | 0.618 | 0 | 0 |
| 467 | 44 | F | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 2 | 3 | 4 | 4196.000 | 561 | 0.741 | 2558 | 38 | 0.652 | 0.134 | 1 | 1 |
| 468 | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 0 | 7065.000 | 990 | 0.503 | 3758 | 65 | 0.711 | 0.140 | 0 | 0 |
| 469 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2300.000 | 0 | 0.703 | 2500 | 47 | 0.119 | 0.000 | 1 | 1 |
| 470 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 1 | 1 | 7293.000 | 993 | 0.507 | 4828 | 82 | 0.640 | 0.136 | 0 | 0 |
| 471 | 65 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 0 | 3198.000 | 2493 | 0.665 | 1936 | 44 | 1.316 | 0.780 | 0 | 0 |
| 472 | 44 | F | 2 | Graduate | Married | abc | Blue | 37 | 6 | 3 | 2 | 24221.000 | 1274 | 0.452 | 3361 | 63 | 0.853 | 0.053 | 0 | 0 |
| 473 | 53 | F | 1 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1665.000 | 964 | 1.049 | 4881 | 75 | 0.923 | 0.579 | 0 | 0 |
| 474 | 37 | M | 2 | Doctorate | Single | $120K + | Blue | 31 | 2 | 1 | 3 | 2360.000 | 1204 | 0.539 | 3696 | 82 | 0.822 | 0.510 | 0 | 0 |
| 475 | 41 | F | 3 | NaN | Single | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1966.000 | 1452 | 0.621 | 4666 | 74 | 0.682 | 0.739 | 0 | 0 |
| 476 | 49 | M | 5 | Uneducated | NaN | $60K - $80K | Blue | 43 | 3 | 3 | 3 | 1960.000 | 0 | 0.493 | 2253 | 39 | 0.345 | 0.000 | 1 | 1 |
| 477 | 34 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 0 | 12182.000 | 1136 | 0.753 | 2295 | 63 | 0.500 | 0.093 | 0 | 0 |
| 478 | 46 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 35 | 3 | 2 | 2 | 9149.000 | 1566 | 0.971 | 1790 | 60 | 0.765 | 0.171 | 0 | 0 |
| 479 | 50 | M | 2 | High School | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 21869.000 | 950 | 0.866 | 4233 | 71 | 0.775 | 0.043 | 0 | 0 |
| 480 | 41 | M | 4 | High School | Married | Less than $40K | Blue | 32 | 2 | 3 | 3 | 7769.000 | 0 | 0.943 | 8109 | 74 | 0.762 | 0.000 | 1 | 1 |
| 481 | 52 | F | 3 | High School | Married | abc | Blue | 38 | 2 | 1 | 2 | 3505.000 | 2517 | 0.612 | 5034 | 79 | 0.681 | 0.718 | 0 | 0 |
| 482 | 51 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 2 | 2 | 2 | 11467.000 | 1146 | 1.018 | 14373 | 97 | 0.764 | 0.100 | 0 | 0 |
| 483 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 41 | 3 | 3 | 2 | 3150.000 | 1543 | 0.998 | 3432 | 71 | 0.972 | 0.490 | 0 | 0 |
| 484 | 45 | F | 5 | Uneducated | Married | abc | Blue | 37 | 3 | 1 | 1 | 2467.000 | 1446 | 0.730 | 5024 | 81 | 0.620 | 0.586 | 0 | 0 |
| 485 | 48 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.300 | 455 | 0.626 | 2090 | 50 | 0.562 | 0.316 | 1 | 1 |
| 486 | 32 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 5 | 1 | 2352.000 | 2176 | 0.857 | 5209 | 93 | 0.755 | 0.925 | 0 | 0 |
| 487 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 4364.000 | 1507 | 1.050 | 1392 | 38 | 1.375 | 0.345 | 0 | 0 |
| 488 | 40 | M | 4 | NaN | NaN | $80K - $120K | Blue | 27 | 4 | 3 | 2 | 22863.000 | 927 | 0.569 | 4071 | 69 | 0.725 | 0.041 | 0 | 0 |
| 489 | 39 | F | 2 | Graduate | Single | Less than $40K | Silver | 29 | 3 | 3 | 2 | 10024.000 | 913 | 0.568 | 3906 | 78 | 0.592 | 0.091 | 0 | 0 |
| 490 | 52 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 27229.000 | 0 | 0.795 | 13264 | 120 | 0.667 | 0.000 | 0 | 0 |
| 491 | 37 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.300 | 0 | 0.568 | 4815 | 84 | 0.787 | 0.000 | 0 | 0 |
| 492 | 49 | F | 1 | Doctorate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 1438.300 | 0 | 0.718 | 4052 | 65 | 0.757 | 0.000 | 0 | 0 |
| 493 | 65 | M | 0 | Doctorate | Divorced | Less than $40K | Blue | 56 | 6 | 1 | 3 | 1573.000 | 653 | 0.710 | 3349 | 77 | 0.674 | 0.415 | 0 | 0 |
| 494 | 50 | F | 4 | Uneducated | Married | abc | Blue | 40 | 4 | 1 | 3 | 2315.000 | 1336 | 0.771 | 4143 | 65 | 0.667 | 0.577 | 0 | 0 |
| 495 | 46 | M | 1 | High School | Single | $40K - $60K | Blue | 33 | 6 | 4 | 3 | 1664.000 | 798 | 0.703 | 4804 | 66 | 0.535 | 0.480 | 0 | 0 |
| 496 | 39 | F | 3 | Post-Graduate | NaN | abc | Blue | 26 | 6 | 1 | 4 | 3209.000 | 2517 | 0.431 | 1292 | 37 | 0.762 | 0.784 | 0 | 0 |
| 497 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 2 | 4469.000 | 2002 | 0.669 | 2111 | 38 | 0.462 | 0.448 | 0 | 1 |
| 498 | 45 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 11121.000 | 1296 | 0.789 | 13814 | 81 | 1.025 | 0.117 | 0 | 0 |
| 499 | 31 | M | 1 | NaN | Married | $40K - $60K | Blue | 23 | 5 | 1 | 2 | 13427.000 | 1562 | 0.537 | 13117 | 108 | 0.714 | 0.116 | 0 | 0 |
| 500 | 47 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 4 | 2 | 3300.000 | 2517 | 0.940 | 3784 | 55 | 1.115 | 0.763 | 0 | 0 |
| 501 | 61 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 55 | 6 | 1 | 2 | 2214.000 | 2123 | 0.640 | 4478 | 77 | 0.791 | 0.959 | 0 | 0 |
| 502 | 45 | F | 5 | College | Single | abc | Blue | 32 | 3 | 3 | 3 | 5999.000 | 658 | 0.638 | 4283 | 69 | 0.605 | 0.110 | 0 | 0 |
| 503 | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 3 | 1 | 3 | 2680.000 | 1753 | 0.320 | 1154 | 33 | 0.571 | 0.654 | 0 | 0 |
| 504 | 45 | M | 4 | NaN | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1963.000 | 1549 | 0.778 | 3718 | 75 | 0.596 | 0.789 | 0 | 0 |
| 505 | 37 | F | 4 | High School | Single | Less than $40K | Blue | 18 | 4 | 1 | 2 | 2001.000 | 1366 | 0.860 | 4590 | 66 | 0.571 | 0.683 | 0 | 0 |
| 506 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5688.000 | 914 | 1.099 | 1824 | 53 | 1.038 | 0.161 | 0 | 0 |
| 507 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 31 | 3 | 1 | 0 | 5773.000 | 0 | 0.670 | 1306 | 39 | 0.500 | 0.000 | 0 | 0 |
| 508 | 48 | F | 2 | Uneducated | NaN | Less than $40K | Blue | 42 | 3 | 2 | 2 | 2055.000 | 0 | 1.064 | 3656 | 63 | 0.750 | 0.000 | 0 | 0 |
| 509 | 61 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 5039.000 | 1352 | 0.797 | 3300 | 68 | 0.545 | 0.268 | 0 | 0 |
| 510 | 51 | F | 0 | High School | Married | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 5450.000 | 1674 | 0.588 | 3722 | 77 | 0.711 | 0.307 | 0 | 0 |
| 511 | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 40 | 3 | 3 | 1 | 1848.000 | 501 | 0.653 | 4600 | 69 | 0.683 | 0.271 | 0 | 0 |
| 512 | 39 | F | 4 | NaN | Married | Less than $40K | Blue | 31 | 6 | 1 | 4 | 2890.000 | 0 | 0.545 | 2040 | 36 | 0.440 | 0.000 | 0 | 1 |
| 513 | 55 | F | 2 | Doctorate | Married | Less than $40K | Silver | 36 | 3 | 2 | 1 | 10858.000 | 0 | 0.787 | 14475 | 111 | 0.682 | 0.000 | 0 | 0 |
| 514 | 38 | F | 3 | College | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 3297.000 | 1554 | 0.605 | 4636 | 86 | 0.720 | 0.471 | 0 | 0 |
| 515 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 4 | 3 | 8309.000 | 858 | 0.888 | 1165 | 35 | 0.400 | 0.103 | 1 | 1 |
| 516 | 50 | F | 2 | NaN | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2855.000 | 527 | 0.678 | 3645 | 69 | 0.605 | 0.185 | 0 | 0 |
| 517 | 41 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 3 | 1 | 3 | 12804.000 | 2517 | 0.892 | 1101 | 37 | 0.276 | 0.197 | 0 | 1 |
| 518 | 54 | M | 4 | NaN | Married | $80K - $120K | Blue | 42 | 3 | 3 | 1 | 1621.000 | 618 | 0.846 | 4815 | 83 | 1.024 | 0.381 | 0 | 0 |
| 519 | 65 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2798.000 | 1806 | 0.765 | 1543 | 35 | 0.591 | 0.645 | 0 | 0 |
| 520 | 47 | M | 4 | Graduate | Married | $60K - $80K | Silver | 39 | 4 | 2 | 4 | 33122.000 | 1587 | 0.475 | 3145 | 63 | 0.750 | 0.048 | 0 | 0 |
| 521 | 41 | M | 0 | High School | NaN | $120K + | Blue | 36 | 3 | 2 | 3 | 18214.000 | 1998 | 0.829 | 1344 | 21 | 1.100 | 0.110 | 0 | 0 |
| 522 | 35 | F | 1 | Uneducated | Single | abc | Silver | 27 | 4 | 3 | 2 | 34516.000 | 0 | 0.682 | 2562 | 62 | 0.722 | 0.000 | 0 | 0 |
| 523 | 57 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 4829.000 | 2418 | 0.601 | 938 | 21 | 0.400 | 0.501 | 1 | 1 |
| 524 | 51 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8960.000 | 2222 | 0.382 | 1853 | 40 | 0.333 | 0.248 | 1 | 1 |
| 525 | 44 | M | 3 | College | Married | $60K - $80K | Gold | 34 | 3 | 1 | 3 | 34516.000 | 1543 | 0.774 | 13967 | 101 | 0.712 | 0.045 | 0 | 0 |
| 526 | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 25 | 5 | 2 | 3 | 25256.000 | 966 | 0.488 | 2048 | 40 | 0.333 | 0.038 | 1 | 1 |
| 527 | 44 | F | 1 | High School | Married | $40K - $60K | Blue | 35 | 6 | 2 | 2 | 6849.000 | 0 | 0.736 | 3770 | 82 | 0.864 | 0.000 | 0 | 0 |
| 528 | 60 | M | 1 | Graduate | Single | $60K - $80K | Silver | 42 | 4 | 3 | 4 | 28701.000 | 0 | 1.165 | 3516 | 57 | 0.727 | 0.000 | 0 | 0 |
| 529 | 58 | M | 1 | High School | Single | $40K - $60K | Blue | 46 | 4 | 1 | 0 | 5579.000 | 0 | 0.481 | 1025 | 35 | 0.667 | 0.000 | 0 | 1 |
| 530 | 49 | F | 3 | College | Married | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 2578.000 | 1590 | 0.657 | 4683 | 89 | 0.618 | 0.617 | 0 | 0 |
| 531 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 5 | 1883.000 | 400 | 0.528 | 1954 | 45 | 0.500 | 0.212 | 1 | 1 |
| 532 | 50 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 20614.000 | 0 | 0.926 | 1922 | 48 | 0.600 | 0.000 | 0 | 1 |
| 533 | 49 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 20533.000 | 1321 | 0.716 | 3918 | 78 | 0.500 | 0.064 | 0 | 0 |
| 534 | 43 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 26 | 6 | 2 | 2 | 2256.000 | 1346 | 0.911 | 4893 | 76 | 0.810 | 0.597 | 0 | 0 |
| 535 | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 26 | 5 | 2 | 2 | 5633.000 | 1395 | 0.542 | 3695 | 75 | 0.630 | 0.248 | 0 | 0 |
| 536 | 57 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 4522.000 | 1861 | 0.957 | 1806 | 38 | 0.727 | 0.412 | 0 | 0 |
| 537 | 48 | F | 2 | High School | Married | abc | Blue | 37 | 3 | 2 | 2 | 8446.000 | 908 | 0.604 | 4240 | 67 | 0.763 | 0.108 | 0 | 0 |
| 538 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7328.000 | 936 | 0.689 | 4518 | 79 | 0.795 | 0.128 | 0 | 0 |
| 539 | 34 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 1 | 19630.000 | 1251 | 1.399 | 2286 | 39 | 0.696 | 0.064 | 0 | 0 |
| 540 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 9114.000 | 0 | 0.654 | 2740 | 52 | 0.625 | 0.000 | 1 | 1 |
| 541 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 3 | 2 | 1 | 1989.000 | 1003 | 0.677 | 5070 | 70 | 0.750 | 0.504 | 0 | 0 |
| 542 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 2317.000 | 1232 | 0.733 | 3057 | 71 | 0.919 | 0.532 | 0 | 0 |
| 543 | 41 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 2 | 4 | 1438.300 | 0 | 0.735 | 4416 | 68 | 0.744 | 0.000 | 0 | 0 |
| 544 | 45 | F | 0 | NaN | Married | $40K - $60K | Blue | 30 | 3 | 2 | 4 | 2759.000 | 0 | 0.535 | 2061 | 47 | 0.424 | 0.000 | 1 | 1 |
| 545 | 47 | F | 4 | NaN | Divorced | Less than $40K | Blue | 41 | 6 | 5 | 3 | 3482.000 | 2114 | 0.508 | 1039 | 24 | 0.263 | 0.607 | 0 | 1 |
| 546 | 42 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 2 | 3 | 13546.000 | 1720 | 0.538 | 3943 | 73 | 0.698 | 0.127 | 0 | 0 |
| 547 | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 2 | 2 | 1 | 17277.000 | 2151 | 0.701 | 8838 | 97 | 0.732 | 0.125 | 0 | 0 |
| 548 | 49 | M | 4 | College | NaN | Less than $40K | Blue | 43 | 5 | 2 | 4 | 9652.000 | 2517 | 0.889 | 3762 | 73 | 0.587 | 0.261 | 0 | 0 |
| 549 | 52 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2936.000 | 2181 | 0.478 | 4650 | 78 | 0.625 | 0.743 | 0 | 0 |
| 550 | 47 | M | 3 | Uneducated | Divorced | $120K + | Silver | 42 | 2 | 4 | 5 | 34516.000 | 0 | 0.521 | 1641 | 35 | 0.591 | 0.000 | 1 | 1 |
| 551 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 4 | 3 | 1815.000 | 557 | 0.672 | 4519 | 76 | 0.854 | 0.307 | 0 | 0 |
| 552 | 48 | M | 5 | NaN | Married | $40K - $60K | Blue | 38 | 4 | 4 | 1 | 5219.000 | 1081 | 0.568 | 3481 | 78 | 0.625 | 0.207 | 0 | 0 |
| 553 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 28 | 5 | 1 | 3 | 1744.000 | 0 | 0.702 | 4811 | 86 | 0.686 | 0.000 | 0 | 0 |
| 554 | 43 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 10851.000 | 1101 | 0.702 | 3688 | 65 | 0.757 | 0.101 | 0 | 0 |
| 555 | 36 | F | 1 | Doctorate | NaN | Less than $40K | Blue | 36 | 3 | 2 | 2 | 4943.000 | 1204 | 0.417 | 4024 | 82 | 0.783 | 0.244 | 0 | 0 |
| 556 | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 3 | 5724.000 | 582 | 0.817 | 4510 | 59 | 0.903 | 0.102 | 0 | 0 |
| 557 | 55 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 49 | 4 | 5 | 3 | 10127.000 | 1873 | 0.573 | 1647 | 53 | 0.472 | 0.185 | 0 | 0 |
| 558 | 40 | M | 4 | NaN | Single | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 20929.000 | 1652 | 0.523 | 4001 | 76 | 0.689 | 0.079 | 0 | 0 |
| 559 | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1538.000 | 0 | 0.706 | 4884 | 79 | 0.881 | 0.000 | 0 | 0 |
| 560 | 44 | M | 3 | High School | NaN | $60K - $80K | Blue | 25 | 3 | 3 | 0 | 1862.000 | 0 | 0.883 | 1226 | 34 | 0.789 | 0.000 | 0 | 0 |
| 561 | 43 | M | 2 | NaN | Married | $60K - $80K | Gold | 33 | 1 | 3 | 2 | 34516.000 | 1085 | 1.047 | 4805 | 54 | 0.588 | 0.031 | 1 | 1 |
| 562 | 38 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1854.000 | 0 | 0.885 | 5245 | 89 | 0.712 | 0.000 | 0 | 0 |
| 563 | 34 | M | 2 | NaN | Married | $40K - $60K | Blue | 29 | 3 | 2 | 2 | 3436.000 | 1650 | 0.788 | 1972 | 37 | 0.947 | 0.480 | 0 | 0 |
| 564 | 49 | F | 2 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 1 | 2018.000 | 1366 | 0.964 | 4842 | 69 | 0.500 | 0.677 | 0 | 0 |
| 565 | 38 | M | 1 | Uneducated | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 6236.000 | 1204 | 0.817 | 5389 | 84 | 0.826 | 0.193 | 0 | 0 |
| 566 | 40 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 6540.000 | 0 | 0.723 | 7919 | 88 | 0.600 | 0.000 | 0 | 0 |
| 567 | 39 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 8434.000 | 2222 | 0.691 | 1414 | 27 | 0.929 | 0.263 | 0 | 0 |
| 568 | 41 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 1 | 3786.000 | 1171 | 0.697 | 5369 | 75 | 0.596 | 0.309 | 0 | 0 |
| 569 | 55 | F | 2 | Graduate | Married | abc | Blue | 41 | 1 | 1 | 1 | 3591.000 | 1760 | 0.507 | 13289 | 121 | 0.754 | 0.490 | 0 | 0 |
| 570 | 38 | M | 3 | NaN | Single | $80K - $120K | Blue | 30 | 5 | 1 | 3 | 3642.000 | 724 | 0.680 | 4517 | 79 | 0.837 | 0.199 | 0 | 0 |
| 571 | 49 | F | 4 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 3 | 2097.000 | 1250 | 0.699 | 4148 | 71 | 0.543 | 0.596 | 0 | 0 |
| 572 | 51 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 1 | 3 | 1 | 10984.000 | 1429 | 0.751 | 7850 | 85 | 0.635 | 0.130 | 0 | 0 |
| 573 | 40 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2969.000 | 0 | 0.740 | 4109 | 70 | 1.000 | 0.000 | 0 | 0 |
| 574 | 42 | M | 3 | College | Single | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 29535.000 | 895 | 0.952 | 3934 | 74 | 0.644 | 0.030 | 0 | 0 |
| 575 | 48 | M | 3 | High School | NaN | $40K - $60K | Blue | 43 | 2 | 2 | 3 | 1753.000 | 1434 | 0.805 | 4588 | 77 | 1.026 | 0.818 | 0 | 0 |
| 576 | 37 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 11419.000 | 2517 | 1.211 | 3000 | 70 | 1.059 | 0.220 | 0 | 0 |
| 577 | 51 | F | 1 | College | Married | Less than $40K | Blue | 42 | 4 | 2 | 2 | 2431.000 | 0 | 0.886 | 3323 | 65 | 1.097 | 0.000 | 0 | 0 |
| 578 | 49 | M | 3 | College | Single | $60K - $80K | Gold | 36 | 5 | 3 | 1 | 34516.000 | 1255 | 0.731 | 3847 | 73 | 0.698 | 0.036 | 0 | 0 |
| 579 | 41 | M | 3 | College | Single | $60K - $80K | Blue | 28 | 6 | 3 | 0 | 5841.000 | 2463 | 1.047 | 3817 | 81 | 0.761 | 0.422 | 0 | 0 |
| 580 | 49 | F | 3 | Graduate | Single | abc | Blue | 42 | 4 | 2 | 3 | 4349.000 | 1400 | 0.641 | 4694 | 84 | 0.750 | 0.322 | 0 | 0 |
| 581 | 38 | M | 1 | High School | Single | $120K + | Blue | 30 | 2 | 1 | 1 | 27712.000 | 2130 | 0.654 | 7399 | 91 | 0.717 | 0.077 | 0 | 0 |
| 582 | 44 | F | 4 | Uneducated | Married | abc | Blue | 38 | 6 | 1 | 2 | 5366.000 | 968 | 0.992 | 4558 | 56 | 0.750 | 0.180 | 0 | 0 |
| 583 | 51 | M | 4 | College | Married | $120K + | Silver | 31 | 5 | 2 | 1 | 34516.000 | 1254 | 0.869 | 1366 | 25 | 0.786 | 0.036 | 0 | 0 |
| 584 | 42 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 35 | 5 | 3 | 1 | 6779.000 | 1359 | 0.737 | 3434 | 65 | 0.512 | 0.200 | 0 | 0 |
| 585 | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2590.000 | 1564 | 0.386 | 1188 | 40 | 0.600 | 0.604 | 0 | 0 |
| 586 | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 3378.000 | 0 | 0.580 | 4761 | 81 | 0.884 | 0.000 | 0 | 0 |
| 587 | 34 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 4 | 1 | 3 | 3046.000 | 2279 | 0.611 | 2330 | 69 | 0.643 | 0.748 | 0 | 0 |
| 588 | 47 | M | 3 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 13189.000 | 1205 | 0.708 | 3821 | 83 | 0.660 | 0.091 | 0 | 0 |
| 589 | 41 | M | 4 | Uneducated | Divorced | $80K - $120K | Gold | 36 | 6 | 2 | 2 | 34516.000 | 0 | 0.742 | 4077 | 67 | 0.763 | 0.000 | 0 | 0 |
| 590 | 52 | F | 3 | Doctorate | Single | abc | Blue | 36 | 3 | 2 | 1 | 24703.000 | 1085 | 0.998 | 4776 | 63 | 0.575 | 0.044 | 0 | 0 |
| 591 | 47 | M | 3 | College | Married | $120K + | Silver | 27 | 6 | 3 | 3 | 34516.000 | 2315 | 0.599 | 1805 | 46 | 0.704 | 0.067 | 0 | 1 |
| 592 | 51 | F | 1 | College | Married | abc | Blue | 38 | 3 | 2 | 4 | 6182.000 | 1516 | 1.137 | 3801 | 61 | 0.968 | 0.245 | 0 | 0 |
| 593 | 46 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 6 | 3 | 2 | 34516.000 | 1236 | 0.549 | 1665 | 40 | 0.667 | 0.036 | 0 | 0 |
| 594 | 44 | M | 3 | NaN | Single | $80K - $120K | Silver | 38 | 3 | 3 | 1 | 34516.000 | 657 | 0.641 | 4614 | 76 | 0.689 | 0.019 | 0 | 0 |
| 595 | 57 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 3 | 3 | 3106.000 | 1120 | 1.045 | 683 | 17 | 0.700 | 0.361 | 1 | 1 |
| 596 | 31 | F | 0 | Graduate | Divorced | abc | Blue | 26 | 3 | 3 | 3 | 1469.000 | 0 | 0.915 | 4331 | 89 | 0.935 | 0.000 | 0 | 0 |
| 597 | 50 | F | 2 | High School | Married | abc | Blue | 40 | 2 | 3 | 2 | 19962.000 | 0 | 0.984 | 14703 | 119 | 0.859 | 0.000 | 0 | 0 |
| 598 | 51 | M | 2 | NaN | Single | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 13906.000 | 1430 | 0.772 | 3856 | 68 | 1.061 | 0.103 | 0 | 0 |
| 599 | 39 | F | 1 | NaN | Single | Less than $40K | Platinum | 35 | 1 | 2 | 3 | 15987.000 | 1494 | 0.731 | 8438 | 92 | 0.840 | 0.093 | 0 | 0 |
| 600 | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 2 | 3 | 2 | 10061.000 | 0 | 0.787 | 2802 | 52 | 0.529 | 0.000 | 1 | 1 |
| 601 | 51 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 3359.000 | 873 | 0.785 | 4572 | 81 | 0.688 | 0.260 | 0 | 0 |
| 602 | 43 | F | 3 | Doctorate | Married | abc | Blue | 38 | 3 | 4 | 2 | 1947.000 | 0 | 0.838 | 2119 | 52 | 1.000 | 0.000 | 0 | 1 |
| 603 | 51 | M | 3 | NaN | NaN | $120K + | Blue | 44 | 2 | 2 | 3 | 11954.000 | 0 | 0.779 | 7345 | 93 | 0.550 | 0.000 | 0 | 0 |
| 604 | 30 | M | 0 | NaN | Married | $60K - $80K | Blue | 23 | 3 | 3 | 2 | 5146.000 | 1773 | 0.879 | 1509 | 45 | 0.667 | 0.345 | 0 | 0 |
| 605 | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 33 | 4 | 3 | 2 | 3477.000 | 1875 | 0.907 | 1897 | 50 | 1.083 | 0.539 | 0 | 0 |
| 606 | 55 | F | 0 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 1 | 3 | 3735.000 | 1978 | 0.675 | 1749 | 41 | 0.577 | 0.530 | 0 | 0 |
| 607 | 35 | F | 2 | College | Married | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 10980.000 | 1726 | 0.856 | 1830 | 36 | 0.636 | 0.157 | 0 | 0 |
| 608 | 37 | M | 1 | High School | Married | $120K + | Blue | 26 | 5 | 2 | 1 | 11726.000 | 1925 | 0.855 | 4186 | 63 | 0.703 | 0.164 | 0 | 0 |
| 609 | 33 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8398.000 | 1875 | 0.727 | 16706 | 123 | 0.757 | 0.223 | 0 | 0 |
| 610 | 50 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 2418.000 | 1720 | 1.019 | 3896 | 58 | 0.812 | 0.711 | 0 | 0 |
| 611 | 61 | M | 0 | Graduate | Married | $80K - $120K | Blue | 56 | 4 | 2 | 4 | 8420.000 | 1389 | 0.522 | 1114 | 34 | 0.545 | 0.165 | 0 | 0 |
| 612 | 56 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 4 | 3 | 15219.000 | 2281 | 0.832 | 7625 | 78 | 0.950 | 0.150 | 1 | 1 |
| 613 | 41 | F | 3 | Doctorate | Single | Less than $40K | Blue | 31 | 4 | 2 | 1 | 1738.000 | 0 | 0.654 | 4220 | 68 | 0.889 | 0.000 | 0 | 0 |
| 614 | 41 | F | 2 | Doctorate | NaN | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1801.000 | 940 | 0.594 | 3797 | 74 | 0.721 | 0.522 | 0 | 0 |
| 615 | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 49 | 2 | 1 | 2 | 1583.000 | 234 | 0.639 | 2541 | 36 | 0.385 | 0.148 | 1 | 1 |
| 616 | 35 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 2100.000 | 950 | 0.764 | 2623 | 74 | 1.114 | 0.452 | 0 | 0 |
| 617 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3123.000 | 1639 | 0.788 | 4117 | 76 | 1.111 | 0.525 | 0 | 0 |
| 618 | 64 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 3 | 1 | 4920.000 | 1142 | 0.507 | 1420 | 31 | 0.348 | 0.232 | 0 | 0 |
| 619 | 28 | F | 0 | NaN | Single | abc | Blue | 13 | 5 | 3 | 2 | 21691.000 | 661 | 0.767 | 2534 | 51 | 0.962 | 0.030 | 0 | 0 |
| 620 | 50 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 14854.000 | 2136 | 0.568 | 3659 | 68 | 0.581 | 0.144 | 0 | 0 |
| 621 | 46 | F | 3 | College | Divorced | Less than $40K | Blue | 38 | 1 | 1 | 3 | 1774.000 | 1115 | 0.686 | 3474 | 60 | 0.667 | 0.629 | 0 | 0 |
| 622 | 35 | F | 3 | Uneducated | Married | Less than $40K | Blue | 25 | 4 | 1 | 2 | 2149.000 | 1118 | 0.903 | 1581 | 30 | 1.000 | 0.520 | 0 | 0 |
| 623 | 32 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 3 | 3 | 2428.000 | 1027 | 0.824 | 3007 | 84 | 0.867 | 0.423 | 0 | 0 |
| 624 | 57 | M | 2 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 3127.000 | 2517 | 0.589 | 1470 | 30 | 1.143 | 0.805 | 0 | 0 |
| 625 | 35 | M | 1 | Graduate | Married | $40K - $60K | Blue | 25 | 5 | 4 | 4 | 5801.000 | 1176 | 1.120 | 2987 | 52 | 0.857 | 0.203 | 0 | 0 |
| 626 | 38 | M | 1 | College | Married | Less than $40K | Blue | 25 | 6 | 3 | 3 | 5559.000 | 658 | 0.627 | 1793 | 37 | 0.947 | 0.118 | 0 | 0 |
| 627 | 43 | M | 5 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 2621.000 | 598 | 0.967 | 4852 | 85 | 0.771 | 0.228 | 0 | 0 |
| 628 | 39 | M | 0 | Graduate | Single | $80K - $120K | Gold | 32 | 3 | 1 | 4 | 34516.000 | 1793 | 0.545 | 4256 | 82 | 0.783 | 0.052 | 0 | 0 |
| 629 | 65 | F | 0 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10962.000 | 1559 | 0.708 | 2724 | 71 | 0.651 | 0.142 | 0 | 0 |
| 630 | 59 | F | 0 | NaN | Single | $40K - $60K | Blue | 52 | 2 | 4 | 3 | 1852.000 | 0 | 0.902 | 2851 | 49 | 0.750 | 0.000 | 1 | 1 |
| 631 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 1 | 2 | 1696.000 | 1177 | 0.686 | 4410 | 84 | 0.826 | 0.694 | 0 | 0 |
| 632 | 49 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 44 | 3 | 1 | 5 | 15027.000 | 0 | 0.811 | 3533 | 59 | 0.788 | 0.000 | 0 | 0 |
| 633 | 46 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 3135.000 | 0 | 0.572 | 4116 | 68 | 0.700 | 0.000 | 0 | 0 |
| 634 | 48 | M | 3 | Graduate | NaN | $80K - $120K | Platinum | 41 | 3 | 2 | 2 | 34516.000 | 1531 | 0.862 | 1156 | 29 | 1.071 | 0.044 | 0 | 0 |
| 635 | 54 | F | 1 | Graduate | Single | abc | Blue | 41 | 3 | 3 | 3 | 1874.000 | 0 | 0.806 | 2535 | 55 | 0.618 | 0.000 | 1 | 1 |
| 636 | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 2086.000 | 1792 | 0.859 | 5774 | 84 | 0.909 | 0.859 | 0 | 0 |
| 637 | 44 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 1953.000 | 1762 | 0.743 | 4590 | 91 | 0.655 | 0.902 | 0 | 0 |
| 638 | 39 | M | 2 | NaN | Married | $60K - $80K | Blue | 34 | 6 | 2 | 4 | 5219.000 | 1826 | 1.011 | 1715 | 35 | 1.188 | 0.350 | 0 | 0 |
| 639 | 54 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 0 | 1921.000 | 1334 | 0.694 | 4512 | 90 | 0.765 | 0.694 | 0 | 0 |
| 640 | 58 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 2347.000 | 2163 | 0.615 | 1631 | 40 | 0.290 | 0.922 | 0 | 0 |
| 641 | 44 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 4 | 1 | 3 | 34516.000 | 1726 | 0.867 | 1729 | 52 | 0.677 | 0.050 | 0 | 0 |
| 642 | 42 | F | 4 | College | Single | $40K - $60K | Blue | 28 | 2 | 2 | 2 | 2827.000 | 1896 | 0.739 | 3891 | 81 | 1.025 | 0.671 | 0 | 0 |
| 643 | 57 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 51 | 2 | 3 | 3 | 5479.000 | 1200 | 0.798 | 7960 | 86 | 0.458 | 0.219 | 0 | 0 |
| 644 | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2509.000 | 1144 | 0.692 | 1804 | 38 | 0.583 | 0.456 | 0 | 0 |
| 645 | 45 | M | 2 | College | Married | $60K - $80K | Blue | 34 | 1 | 1 | 2 | 17646.000 | 1396 | 0.851 | 15527 | 106 | 0.893 | 0.079 | 0 | 0 |
| 646 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 35 | 5 | 3 | 2 | 1721.000 | 729 | 0.902 | 4853 | 74 | 0.644 | 0.424 | 0 | 0 |
| 647 | 60 | F | 0 | High School | Married | abc | Blue | 55 | 4 | 1 | 3 | 5549.000 | 0 | 0.703 | 2412 | 38 | 0.520 | 0.000 | 1 | 1 |
| 648 | 44 | F | 5 | Post-Graduate | NaN | Less than $40K | Blue | 33 | 3 | 3 | 2 | 9073.000 | 2466 | 0.446 | 6793 | 60 | 1.069 | 0.272 | 1 | 1 |
| 649 | 49 | F | 3 | High School | Single | abc | Silver | 36 | 3 | 2 | 2 | 31631.000 | 0 | 0.632 | 3418 | 58 | 0.758 | 0.000 | 0 | 0 |
| 650 | 49 | F | 3 | High School | Married | abc | Silver | 36 | 2 | 3 | 3 | 34516.000 | 1273 | 0.977 | 4777 | 51 | 0.457 | 0.037 | 1 | 1 |
| 651 | 26 | F | 1 | High School | Single | Less than $40K | Blue | 13 | 3 | 2 | 3 | 2404.000 | 1198 | 0.501 | 2692 | 63 | 0.500 | 0.498 | 0 | 0 |
| 652 | 39 | M | 1 | College | Married | Less than $40K | Blue | 27 | 4 | 2 | 2 | 2283.000 | 1053 | 0.854 | 4571 | 72 | 0.756 | 0.461 | 0 | 0 |
| 653 | 45 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 3281.000 | 1961 | 0.744 | 1779 | 47 | 0.808 | 0.598 | 0 | 0 |
| 654 | 46 | F | 4 | High School | NaN | Less than $40K | Blue | 37 | 3 | 1 | 4 | 2533.000 | 2136 | 0.757 | 3197 | 50 | 1.174 | 0.843 | 0 | 0 |
| 655 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 23665.000 | 1624 | 0.574 | 4190 | 87 | 0.706 | 0.069 | 0 | 0 |
| 656 | 39 | F | 3 | Graduate | NaN | abc | Silver | 30 | 6 | 3 | 5 | 33905.000 | 2070 | 0.685 | 15335 | 99 | 0.768 | 0.061 | 0 | 0 |
| 657 | 34 | M | 1 | High School | Married | $60K - $80K | Blue | 27 | 3 | 1 | 2 | 8063.000 | 2149 | 0.722 | 2042 | 49 | 0.690 | 0.267 | 0 | 0 |
| 658 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 6 | 4 | 2240.000 | 1601 | 0.833 | 3795 | 70 | 0.750 | 0.715 | 0 | 0 |
| 659 | 45 | M | 4 | High School | Single | $60K - $80K | Blue | 35 | 1 | 1 | 3 | 8449.000 | 2092 | 0.709 | 17634 | 120 | 0.667 | 0.248 | 0 | 0 |
| 660 | 47 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2712.000 | 2411 | 0.844 | 5201 | 82 | 0.907 | 0.889 | 0 | 0 |
| 661 | 51 | M | 2 | College | Married | $80K - $120K | Blue | 33 | 3 | 1 | 2 | 3558.000 | 0 | 0.570 | 4136 | 65 | 0.912 | 0.000 | 0 | 0 |
| 662 | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 4 | 2 | 3 | 2012.000 | 1230 | 0.668 | 3822 | 68 | 0.659 | 0.611 | 0 | 0 |
| 663 | 47 | M | 4 | NaN | Divorced | $40K - $60K | Blue | 35 | 3 | 2 | 1 | 4907.000 | 773 | 0.517 | 5088 | 71 | 0.651 | 0.158 | 0 | 0 |
| 664 | 34 | F | 2 | Graduate | Single | $40K - $60K | Blue | 23 | 4 | 2 | 2 | 7594.000 | 1442 | 0.753 | 15026 | 99 | 0.678 | 0.190 | 0 | 0 |
| 665 | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 4 | 3 | 16427.000 | 1682 | 0.631 | 1579 | 36 | 1.118 | 0.102 | 0 | 0 |
| 666 | 55 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 9959.000 | 1209 | 0.548 | 1584 | 28 | 0.273 | 0.121 | 0 | 0 |
| 667 | 34 | M | 1 | Graduate | Single | Less than $40K | Blue | 28 | 1 | 6 | 3 | 2669.000 | 1649 | 0.630 | 4314 | 74 | 0.609 | 0.618 | 0 | 0 |
| 668 | 53 | F | 5 | NaN | Married | Less than $40K | Blue | 42 | 1 | 2 | 2 | 4021.000 | 1745 | 0.784 | 14567 | 120 | 0.846 | 0.434 | 0 | 0 |
| 669 | 45 | M | 4 | College | Single | $120K + | Blue | 40 | 3 | 3 | 3 | 2900.000 | 1782 | 1.351 | 4686 | 64 | 0.561 | 0.614 | 0 | 0 |
| 670 | 35 | F | 4 | High School | Single | Less than $40K | Blue | 25 | 5 | 2 | 3 | 2684.000 | 1658 | 0.669 | 4657 | 76 | 1.000 | 0.618 | 0 | 0 |
| 671 | 56 | M | 1 | Graduate | Married | $80K - $120K | Blue | 44 | 3 | 1 | 0 | 9078.000 | 1501 | 0.510 | 1543 | 34 | 0.545 | 0.165 | 0 | 0 |
| 672 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 2930.000 | 773 | 0.661 | 1545 | 21 | 0.909 | 0.264 | 0 | 0 |
| 673 | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 3605.000 | 0 | 0.594 | 6800 | 78 | 0.814 | 0.000 | 0 | 1 |
| 674 | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 3196.000 | 1817 | 0.731 | 13300 | 104 | 0.677 | 0.569 | 0 | 0 |
| 675 | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 47 | 3 | 1 | 4 | 2212.000 | 1392 | 0.573 | 1387 | 34 | 0.700 | 0.629 | 0 | 0 |
| 676 | 60 | M | 1 | High School | Divorced | $80K - $120K | Blue | 48 | 1 | 5 | 3 | 28930.000 | 0 | 0.645 | 2251 | 27 | 0.227 | 0.000 | 1 | 1 |
| 677 | 63 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2743.000 | 1815 | 0.567 | 1210 | 25 | 1.273 | 0.662 | 0 | 0 |
| 678 | 43 | M | 3 | High School | Married | $80K - $120K | Blue | 23 | 5 | 6 | 1 | 12315.000 | 0 | 0.895 | 2028 | 51 | 0.545 | 0.000 | 0 | 1 |
| 679 | 38 | F | 3 | NaN | Single | abc | Blue | 32 | 5 | 1 | 0 | 26945.000 | 727 | 0.687 | 1579 | 40 | 0.600 | 0.027 | 0 | 0 |
| 680 | 49 | F | 2 | High School | Single | Less than $40K | Blue | 43 | 4 | 1 | 2 | 3538.000 | 0 | 0.481 | 1265 | 38 | 0.462 | 0.000 | 0 | 1 |
| 681 | 37 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 1 | 1825.000 | 1389 | 1.595 | 2878 | 54 | 0.636 | 0.761 | 0 | 0 |
| 682 | 64 | M | 0 | NaN | Married | Less than $40K | Blue | 56 | 6 | 1 | 0 | 2215.000 | 1915 | 0.794 | 1270 | 27 | 0.588 | 0.865 | 0 | 0 |
| 683 | 63 | F | 1 | High School | Married | Less than $40K | Blue | 56 | 6 | 1 | 3 | 3055.000 | 1685 | 0.541 | 1405 | 40 | 0.481 | 0.552 | 0 | 0 |
| 684 | 55 | F | 3 | High School | Single | $40K - $60K | Blue | 42 | 3 | 3 | 2 | 2873.000 | 2455 | 1.000 | 4563 | 72 | 0.756 | 0.855 | 0 | 0 |
| 685 | 37 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 30 | 5 | 3 | 4 | 13355.000 | 1631 | 1.113 | 1921 | 37 | 0.850 | 0.122 | 0 | 0 |
| 686 | 65 | M | 0 | Uneducated | Married | abc | Blue | 56 | 3 | 3 | 2 | 10144.000 | 1295 | 0.758 | 1234 | 24 | 1.182 | 0.128 | 0 | 0 |
| 687 | 50 | F | 3 | Graduate | Married | abc | Blue | 39 | 5 | 3 | 2 | 3230.000 | 1172 | 0.514 | 4419 | 64 | 0.730 | 0.363 | 0 | 0 |
| 688 | 49 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 1 | 2 | 6250.000 | 644 | 1.060 | 2433 | 41 | 1.158 | 0.103 | 0 | 1 |
| 689 | 45 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 5 | 2 | 1 | 15100.000 | 2004 | 0.900 | 4135 | 76 | 0.689 | 0.133 | 0 | 0 |
| 690 | 40 | M | 3 | High School | NaN | Less than $40K | Blue | 33 | 1 | 3 | 4 | 2420.000 | 191 | 0.818 | 2478 | 43 | 0.433 | 0.079 | 1 | 1 |
| 691 | 34 | M | 3 | College | Married | $60K - $80K | Blue | 23 | 5 | 3 | 2 | 4245.000 | 1815 | 0.846 | 1534 | 34 | 0.545 | 0.428 | 0 | 0 |
| 692 | 47 | M | 3 | Uneducated | NaN | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10960.000 | 1333 | 0.678 | 3480 | 62 | 0.632 | 0.122 | 0 | 0 |
| 693 | 60 | F | 1 | NaN | Single | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2425.000 | 0 | 0.187 | 1522 | 36 | 0.200 | 0.000 | 1 | 1 |
| 694 | 42 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 6618.000 | 1738 | 0.720 | 5022 | 76 | 0.854 | 0.263 | 0 | 0 |
| 695 | 51 | M | 3 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 0 | 3272.000 | 1896 | 0.725 | 4220 | 74 | 0.897 | 0.579 | 0 | 0 |
| 696 | 29 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 20 | 4 | 1 | 2 | 2462.000 | 2021 | 0.966 | 2320 | 57 | 0.676 | 0.821 | 0 | 0 |
| 697 | 45 | M | 5 | Uneducated | Single | $80K - $120K | Blue | 38 | 3 | 4 | 4 | 7560.000 | 788 | 1.193 | 4296 | 68 | 0.700 | 0.104 | 0 | 0 |
| 698 | 32 | F | 1 | College | Divorced | Less than $40K | Blue | 36 | 3 | 5 | 4 | 1835.000 | 1017 | 0.820 | 2801 | 79 | 0.519 | 0.554 | 0 | 0 |
| 699 | 38 | M | 1 | High School | Single | $60K - $80K | Blue | 28 | 2 | 2 | 2 | 21906.000 | 0 | 0.696 | 15349 | 119 | 0.700 | 0.000 | 0 | 0 |
| 700 | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 54 | 4 | 1 | 4 | 13284.000 | 607 | 0.857 | 4942 | 76 | 0.652 | 0.046 | 0 | 0 |
| 701 | 51 | F | 1 | High School | Single | abc | Blue | 41 | 3 | 3 | 2 | 9701.000 | 0 | 1.024 | 9404 | 62 | 0.824 | 0.000 | 1 | 1 |
| 702 | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 27 | 5 | 3 | 4 | 14335.000 | 938 | 0.445 | 3610 | 75 | 0.531 | 0.065 | 0 | 0 |
| 703 | 42 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.300 | 674 | 1.769 | 2451 | 55 | 1.292 | 0.469 | 0 | 0 |
| 704 | 36 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 8917.000 | 1091 | 1.152 | 3327 | 80 | 0.860 | 0.122 | 0 | 0 |
| 705 | 48 | F | 4 | Doctorate | Single | abc | Blue | 39 | 6 | 1 | 1 | 2845.000 | 919 | 0.652 | 2635 | 43 | 1.263 | 0.323 | 0 | 1 |
| 706 | 37 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 28 | 4 | 3 | 1 | 1920.000 | 0 | 0.688 | 4715 | 81 | 0.841 | 0.000 | 0 | 0 |
| 707 | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 2 | 2 | 2721.000 | 0 | 0.734 | 2088 | 37 | 0.682 | 0.000 | 0 | 1 |
| 708 | 43 | F | 5 | College | Single | $40K - $60K | Blue | 32 | 2 | 3 | 1 | 11508.000 | 0 | 1.005 | 5242 | 74 | 0.574 | 0.000 | 1 | 0 |
| 709 | 48 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 6 | 3 | 2 | 5826.000 | 1482 | 0.729 | 4135 | 76 | 0.767 | 0.254 | 0 | 0 |
| 710 | 49 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2705.000 | 1681 | 0.577 | 4265 | 87 | 0.776 | 0.621 | 0 | 0 |
| 711 | 42 | F | 3 | High School | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1931.000 | 1297 | 1.037 | 4693 | 66 | 0.833 | 0.672 | 0 | 0 |
| 712 | 50 | M | 2 | High School | Married | $120K + | Blue | 40 | 6 | 4 | 3 | 13709.000 | 813 | 0.650 | 2511 | 40 | 0.600 | 0.059 | 1 | 1 |
| 713 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 43 | 1 | 4 | 1 | 9959.000 | 0 | 0.751 | 14948 | 125 | 0.866 | 0.000 | 0 | 0 |
| 714 | 39 | M | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 2 | 4 | 3702.000 | 1118 | 1.040 | 2585 | 64 | 0.778 | 0.302 | 0 | 0 |
| 715 | 62 | M | 1 | Graduate | Married | abc | Blue | 36 | 5 | 2 | 2 | 3198.000 | 2308 | 0.724 | 1402 | 35 | 0.842 | 0.722 | 0 | 0 |
| 716 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 42 | 4 | 3 | 3 | 2719.000 | 0 | 0.794 | 4172 | 65 | 0.970 | 0.000 | 0 | 0 |
| 717 | 51 | M | 4 | Graduate | Single | $80K - $120K | Silver | 42 | 6 | 4 | 2 | 34516.000 | 230 | 1.004 | 8629 | 65 | 0.548 | 0.007 | 1 | 1 |
| 718 | 49 | M | 2 | NaN | NaN | $80K - $120K | Blue | 43 | 5 | 2 | 2 | 18379.000 | 999 | 0.466 | 4122 | 70 | 0.707 | 0.054 | 0 | 0 |
| 719 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 3 | 2 | 2 | 2925.000 | 2065 | 0.692 | 3913 | 47 | 1.474 | 0.706 | 0 | 0 |
| 720 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 9620.000 | 2033 | 0.667 | 1735 | 43 | 0.387 | 0.211 | 0 | 0 |
| 721 | 39 | F | 3 | Uneducated | Divorced | abc | Blue | 29 | 5 | 1 | 2 | 26181.000 | 0 | 0.913 | 1303 | 35 | 0.750 | 0.000 | 0 | 0 |
| 722 | 53 | M | 2 | Uneducated | Divorced | $120K + | Blue | 42 | 4 | 2 | 2 | 22664.000 | 0 | 0.749 | 4586 | 89 | 0.745 | 0.000 | 0 | 0 |
| 723 | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1567.000 | 0 | 0.424 | 2138 | 41 | 0.577 | 0.000 | 1 | 1 |
| 724 | 35 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 1438.300 | 0 | 1.623 | 2492 | 55 | 0.897 | 0.000 | 0 | 0 |
| 725 | 40 | F | 4 | Uneducated | Single | abc | Blue | 32 | 3 | 1 | 3 | 3056.000 | 2038 | 0.675 | 4734 | 73 | 0.659 | 0.667 | 0 | 0 |
| 726 | 49 | F | 2 | High School | NaN | $40K - $60K | Blue | 38 | 4 | 1 | 2 | 2497.000 | 1674 | 0.701 | 2922 | 53 | 0.963 | 0.670 | 0 | 0 |
| 727 | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 25878.000 | 1733 | 0.438 | 1777 | 54 | 0.862 | 0.067 | 0 | 0 |
| 728 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 3 | 2 | 2826.000 | 2162 | 0.924 | 2005 | 32 | 0.684 | 0.765 | 0 | 0 |
| 729 | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 3 | 1 | 3 | 4940.000 | 1199 | 1.570 | 3246 | 57 | 0.900 | 0.243 | 0 | 0 |
| 730 | 57 | F | 2 | High School | Married | Less than $40K | Blue | 46 | 5 | 1 | 1 | 5184.000 | 1856 | 0.553 | 1834 | 55 | 0.571 | 0.358 | 0 | 0 |
| 731 | 42 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 16054.000 | 0 | 0.446 | 3449 | 75 | 0.705 | 0.000 | 0 | 0 |
| 732 | 38 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 1 | 3 | 11352.000 | 0 | 1.324 | 1601 | 34 | 1.125 | 0.000 | 0 | 0 |
| 733 | 45 | M | 3 | Graduate | Single | $60K - $80K | Silver | 34 | 5 | 1 | 1 | 34516.000 | 1664 | 0.730 | 4912 | 80 | 0.739 | 0.048 | 0 | 0 |
| 734 | 53 | F | 3 | High School | Single | $40K - $60K | Blue | 47 | 1 | 3 | 4 | 1714.000 | 0 | 0.661 | 2279 | 46 | 0.533 | 0.000 | 1 | 1 |
| 735 | 58 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1508.000 | 0 | 0.458 | 1990 | 31 | 0.192 | 0.000 | 1 | 1 |
| 736 | 26 | M | 1 | College | Single | $40K - $60K | Blue | 36 | 3 | 4 | 3 | 2703.000 | 1256 | 0.949 | 2111 | 29 | 0.706 | 0.465 | 0 | 0 |
| 737 | 51 | M | 1 | Graduate | Single | $80K - $120K | Blue | 39 | 1 | 1 | 3 | 7562.000 | 1080 | 0.561 | 5010 | 85 | 0.700 | 0.143 | 0 | 0 |
| 738 | 49 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 42 | 3 | 2 | 1 | 30885.000 | 2018 | 0.904 | 17350 | 115 | 0.620 | 0.065 | 0 | 0 |
| 739 | 38 | F | 3 | High School | Single | abc | Blue | 24 | 6 | 3 | 3 | 13951.000 | 1607 | 0.932 | 4576 | 70 | 0.591 | 0.115 | 0 | 0 |
| 740 | 43 | M | 3 | High School | NaN | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 20811.000 | 1425 | 0.382 | 1483 | 38 | 0.520 | 0.068 | 0 | 1 |
| 741 | 59 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1438.300 | 0 | 0.691 | 1904 | 47 | 0.382 | 0.000 | 0 | 1 |
| 742 | 45 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 10619.000 | 607 | 0.883 | 4074 | 65 | 0.477 | 0.057 | 0 | 0 |
| 743 | 50 | F | 1 | High School | Single | abc | Blue | 42 | 5 | 0 | 4 | 10057.000 | 0 | 0.792 | 2383 | 42 | 0.448 | 0.000 | 1 | 1 |
| 744 | 43 | F | 3 | NaN | Single | abc | Blue | 37 | 2 | 3 | 1 | 16583.000 | 1797 | 0.889 | 7823 | 87 | 0.673 | 0.108 | 0 | 0 |
| 745 | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2684.000 | 0 | 0.660 | 4796 | 85 | 0.635 | 0.000 | 0 | 0 |
| 746 | 40 | F | 4 | Uneducated | Married | abc | Blue | 29 | 2 | 3 | 3 | 3326.000 | 2181 | 0.827 | 13583 | 110 | 0.746 | 0.656 | 0 | 0 |
| 747 | 52 | F | 1 | Doctorate | Married | Less than $40K | Blue | 39 | 3 | 1 | 1 | 1663.000 | 0 | 0.707 | 4875 | 86 | 0.654 | 0.000 | 0 | 0 |
| 748 | 60 | F | 0 | College | Single | Less than $40K | Blue | 55 | 5 | 1 | 3 | 1438.300 | 738 | 0.782 | 1226 | 33 | 0.571 | 0.513 | 0 | 0 |
| 749 | 38 | F | 2 | NaN | Married | abc | Blue | 33 | 4 | 3 | 3 | 3388.000 | 0 | 0.368 | 1959 | 52 | 0.857 | 0.000 | 1 | 1 |
| 750 | 46 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1438.300 | 1214 | 0.783 | 2445 | 39 | 0.444 | 0.844 | 1 | 1 |
| 751 | 48 | M | 3 | Post-Graduate | NaN | $120K + | Blue | 35 | 2 | 2 | 6 | 34516.000 | 0 | 0.464 | 1632 | 44 | 0.333 | 0.000 | 1 | 1 |
| 752 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 43 | 2 | 2 | 1 | 23223.000 | 628 | 0.837 | 7358 | 87 | 0.642 | 0.027 | 0 | 0 |
| 753 | 59 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 1 | 3 | 4906.000 | 1302 | 0.862 | 4833 | 80 | 0.905 | 0.265 | 0 | 0 |
| 754 | 62 | F | 0 | Uneducated | Married | Less than $40K | Blue | 50 | 5 | 1 | 2 | 3791.000 | 1648 | 1.227 | 2058 | 34 | 0.789 | 0.435 | 0 | 0 |
| 755 | 47 | F | 2 | Graduate | Married | abc | Blue | 36 | 1 | 3 | 2 | 18799.000 | 2517 | 0.813 | 2315 | 52 | 0.625 | 0.134 | 1 | 1 |
| 756 | 54 | M | 2 | College | Married | $80K - $120K | Blue | 44 | 4 | 3 | 3 | 18750.000 | 1705 | 0.807 | 1200 | 36 | 0.895 | 0.091 | 0 | 0 |
| 757 | 50 | M | 1 | NaN | Single | $60K - $80K | Blue | 38 | 4 | 3 | 3 | 7603.000 | 744 | 0.711 | 2497 | 42 | 0.273 | 0.098 | 1 | 1 |
| 758 | 39 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2147.000 | 771 | 0.690 | 4631 | 76 | 0.767 | 0.359 | 0 | 0 |
| 759 | 40 | M | 2 | NaN | Single | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 12283.000 | 0 | 0.413 | 1993 | 41 | 0.323 | 0.000 | 1 | 1 |
| 760 | 52 | M | 1 | High School | Married | $120K + | Blue | 34 | 2 | 3 | 1 | 34516.000 | 0 | 1.038 | 4863 | 56 | 0.474 | 0.000 | 1 | 1 |
| 761 | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 40 | 1 | 3 | 0 | 22104.000 | 1783 | 0.805 | 13830 | 112 | 0.806 | 0.081 | 0 | 0 |
| 762 | 33 | F | 0 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 1 | 3 | 2382.000 | 1565 | 0.730 | 4011 | 68 | 0.838 | 0.657 | 0 | 0 |
| 763 | 44 | M | 1 | College | Divorced | $80K - $120K | Silver | 39 | 2 | 3 | 2 | 34516.000 | 2361 | 0.529 | 1853 | 36 | 0.385 | 0.068 | 1 | 1 |
| 764 | 49 | F | 4 | Uneducated | NaN | Less than $40K | Blue | 45 | 1 | 3 | 1 | 5975.000 | 2045 | 0.847 | 13090 | 102 | 0.672 | 0.342 | 0 | 0 |
| 765 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 1 | 1 | 2371.000 | 1748 | 0.663 | 4460 | 78 | 1.053 | 0.737 | 0 | 0 |
| 766 | 56 | M | 1 | Graduate | Married | $60K - $80K | Blue | 50 | 6 | 3 | 3 | 6735.000 | 2289 | 0.661 | 1249 | 28 | 0.750 | 0.340 | 0 | 0 |
| 767 | 59 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 1438.300 | 0 | 0.688 | 844 | 24 | 0.500 | 0.000 | 1 | 1 |
| 768 | 43 | F | 3 | High School | NaN | abc | Blue | 28 | 6 | 2 | 3 | 6720.000 | 2143 | 0.814 | 5049 | 85 | 0.735 | 0.319 | 0 | 0 |
| 769 | 65 | F | 0 | NaN | Divorced | Less than $40K | Blue | 50 | 3 | 3 | 3 | 7487.000 | 1953 | 0.891 | 4070 | 63 | 0.658 | 0.261 | 0 | 0 |
| 770 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 19 | 6 | 5 | 2 | 2152.000 | 1682 | 1.051 | 4126 | 71 | 0.972 | 0.782 | 0 | 0 |
| 771 | 41 | F | 1 | Graduate | Single | $40K - $60K | Blue | 28 | 1 | 3 | 1 | 8482.000 | 585 | 0.624 | 4245 | 74 | 0.897 | 0.069 | 0 | 0 |
| 772 | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 31 | 5 | 3 | 1 | 4332.000 | 1313 | 0.671 | 4093 | 84 | 0.826 | 0.303 | 0 | 0 |
| 773 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 31 | 3 | 2 | 3 | 4182.000 | 2028 | 0.658 | 16920 | 114 | 0.606 | 0.485 | 0 | 0 |
| 774 | 51 | F | 4 | NaN | Single | Less than $40K | Blue | 43 | 6 | 3 | 2 | 3124.000 | 2517 | 0.635 | 4716 | 68 | 0.581 | 0.806 | 0 | 0 |
| 775 | 46 | F | 1 | NaN | NaN | Less than $40K | Blue | 34 | 1 | 3 | 1 | 2762.000 | 1793 | 0.901 | 5006 | 78 | 0.660 | 0.649 | 0 | 0 |
| 776 | 41 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7106.000 | 2031 | 0.746 | 16377 | 124 | 0.746 | 0.286 | 0 | 0 |
| 777 | 39 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 2 | 3 | 4 | 8906.000 | 0 | 0.315 | 809 | 15 | 0.250 | 0.000 | 1 | 1 |
| 778 | 38 | M | 0 | Graduate | Married | $60K - $80K | Blue | 33 | 5 | 4 | 4 | 11741.000 | 1560 | 0.773 | 2143 | 41 | 0.783 | 0.133 | 0 | 0 |
| 779 | 57 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 42 | 6 | 4 | 3 | 8377.000 | 1211 | 0.813 | 1797 | 44 | 1.200 | 0.145 | 0 | 0 |
| 780 | 47 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 30 | 5 | 3 | 2 | 5869.000 | 2517 | 0.505 | 4166 | 85 | 0.809 | 0.429 | 0 | 0 |
| 781 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 6 | 3 | 2 | 2324.000 | 1576 | 0.728 | 1272 | 37 | 1.312 | 0.678 | 0 | 0 |
| 782 | 41 | M | 4 | High School | Single | $60K - $80K | Blue | 28 | 4 | 3 | 3 | 3126.000 | 1503 | 0.892 | 3662 | 74 | 0.644 | 0.481 | 0 | 0 |
| 783 | 46 | F | 4 | Graduate | Married | abc | Blue | 36 | 4 | 3 | 4 | 2286.000 | 0 | 1.057 | 2798 | 40 | 0.481 | 0.000 | 1 | 1 |
| 784 | 42 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 13908.000 | 0 | 0.719 | 4319 | 81 | 0.976 | 0.000 | 0 | 0 |
| 785 | 44 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 12229.000 | 997 | 0.811 | 4284 | 75 | 0.596 | 0.082 | 0 | 0 |
| 786 | 37 | F | 1 | High School | Single | abc | Blue | 36 | 3 | 2 | 3 | 6730.000 | 1093 | 1.010 | 4814 | 89 | 0.854 | 0.162 | 0 | 0 |
| 787 | 36 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 1628.000 | 969 | 0.999 | 1893 | 15 | 2.750 | 0.595 | 0 | 0 |
| 788 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 1 | 2 | 34516.000 | 1583 | 0.631 | 12906 | 100 | 0.639 | 0.046 | 0 | 0 |
| 789 | 47 | M | 3 | Graduate | Married | $120K + | Silver | 42 | 1 | 3 | 1 | 34516.000 | 1161 | 0.740 | 8212 | 100 | 0.695 | 0.034 | 0 | 0 |
| 790 | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1677.000 | 0 | 0.824 | 4588 | 68 | 0.700 | 0.000 | 0 | 0 |
| 791 | 48 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 11770.000 | 1813 | 0.623 | 3280 | 70 | 0.667 | 0.154 | 0 | 0 |
| 792 | 61 | M | 0 | Post-Graduate | Single | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 12218.000 | 0 | 1.005 | 5272 | 62 | 0.590 | 0.000 | 1 | 1 |
| 793 | 39 | F | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 10830.000 | 2184 | 0.907 | 8814 | 88 | 0.725 | 0.202 | 0 | 0 |
| 794 | 56 | M | 2 | NaN | Married | Less than $40K | Blue | 44 | 5 | 3 | 1 | 4390.000 | 0 | 1.005 | 8454 | 69 | 0.769 | 0.000 | 1 | 1 |
| 795 | 32 | M | 1 | High School | Divorced | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 12616.000 | 0 | 1.054 | 1376 | 29 | 0.611 | 0.000 | 1 | 1 |
| 796 | 27 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 15 | 4 | 3 | 4 | 3682.000 | 0 | 0.685 | 1826 | 35 | 0.750 | 0.000 | 0 | 0 |
| 797 | 43 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 8156.000 | 0 | 0.663 | 3992 | 73 | 0.553 | 0.000 | 0 | 0 |
| 798 | 36 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2601.000 | 1817 | 0.663 | 2542 | 67 | 0.675 | 0.699 | 0 | 0 |
| 799 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2302.000 | 1593 | 0.671 | 2689 | 49 | 0.324 | 0.692 | 1 | 1 |
| 800 | 36 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 25 | 6 | 2 | 4 | 3645.000 | 2517 | 0.749 | 4142 | 74 | 0.644 | 0.691 | 0 | 0 |
| 801 | 59 | F | 0 | Graduate | NaN | abc | Blue | 55 | 4 | 3 | 3 | 1438.300 | 755 | 0.620 | 4222 | 75 | 0.744 | 0.525 | 0 | 0 |
| 802 | 47 | F | 3 | Graduate | NaN | Less than $40K | Blue | 38 | 2 | 2 | 3 | 3165.000 | 2517 | 0.748 | 2751 | 49 | 1.042 | 0.795 | 1 | 1 |
| 803 | 42 | M | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 3266.000 | 1900 | 1.568 | 2183 | 56 | 0.750 | 0.582 | 0 | 0 |
| 804 | 51 | F | 4 | Post-Graduate | Married | $40K - $60K | Silver | 43 | 1 | 3 | 3 | 3735.000 | 0 | 0.762 | 6826 | 61 | 0.848 | 0.000 | 1 | 1 |
| 805 | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 0 | 3540.000 | 849 | 0.456 | 1321 | 28 | 0.750 | 0.240 | 0 | 0 |
| 806 | 39 | M | 1 | Graduate | Single | $60K - $80K | Gold | 36 | 1 | 3 | 2 | 34516.000 | 1662 | 0.751 | 13578 | 105 | 0.615 | 0.048 | 0 | 0 |
| 807 | 57 | M | 1 | High School | Married | $120K + | Blue | 46 | 3 | 3 | 4 | 31762.000 | 2517 | 0.735 | 1515 | 36 | 0.714 | 0.079 | 0 | 0 |
| 808 | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 48 | 6 | 3 | 2 | 7667.000 | 1193 | 1.101 | 3915 | 76 | 0.617 | 0.156 | 0 | 0 |
| 809 | 48 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 4 | 6 | 1 | 1686.000 | 1271 | 1.087 | 3445 | 64 | 0.730 | 0.754 | 0 | 0 |
| 810 | 42 | M | 2 | High School | NaN | $40K - $60K | Blue | 37 | 6 | 2 | 3 | 2993.000 | 2249 | 0.863 | 4106 | 81 | 0.528 | 0.751 | 0 | 0 |
| 811 | 38 | F | 3 | Graduate | Single | Less than $40K | Gold | 31 | 2 | 3 | 2 | 15987.000 | 1766 | 0.791 | 8195 | 94 | 0.679 | 0.110 | 0 | 0 |
| 812 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 3 | 2 | 1585.000 | 1535 | 0.462 | 2299 | 49 | 0.485 | 0.968 | 0 | 1 |
| 813 | 40 | M | 3 | High School | Married | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 6884.000 | 1001 | 0.786 | 975 | 11 | 0.833 | 0.145 | 0 | 1 |
| 814 | 47 | M | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 6509.000 | 2033 | 0.830 | 1409 | 37 | 0.370 | 0.312 | 0 | 0 |
| 815 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 4129.000 | 0 | 0.960 | 1678 | 40 | 1.000 | 0.000 | 0 | 0 |
| 816 | 50 | M | 4 | High School | Married | $80K - $120K | Blue | 43 | 2 | 2 | 5 | 16748.000 | 2413 | 0.769 | 15338 | 121 | 0.635 | 0.144 | 0 | 0 |
| 817 | 51 | F | 3 | Graduate | Single | abc | Blue | 45 | 4 | 3 | 4 | 2420.000 | 2379 | 0.741 | 4348 | 86 | 0.955 | 0.983 | 0 | 0 |
| 818 | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 1451.000 | 599 | 0.752 | 2192 | 35 | 0.458 | 0.413 | 1 | 1 |
| 819 | 48 | F | 2 | NaN | Married | abc | Blue | 38 | 6 | 2 | 3 | 4382.000 | 0 | 0.714 | 2446 | 34 | 0.417 | 0.000 | 1 | 1 |
| 820 | 61 | F | 0 | NaN | NaN | abc | Blue | 36 | 4 | 2 | 2 | 1801.000 | 0 | 1.234 | 3193 | 62 | 1.480 | 0.000 | 0 | 0 |
| 821 | 47 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 6 | 5 | 2 | 4543.000 | 1028 | 0.799 | 4093 | 77 | 0.571 | 0.226 | 0 | 0 |
| 822 | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 5 | 3 | 2 | 22332.000 | 1748 | 0.841 | 1318 | 28 | 0.647 | 0.078 | 0 | 0 |
| 823 | 47 | M | 1 | Graduate | Married | $120K + | Blue | 41 | 5 | 3 | 3 | 9036.000 | 1080 | 0.742 | 4500 | 83 | 0.660 | 0.120 | 0 | 0 |
| 824 | 52 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 40 | 3 | 1 | 1 | 1438.300 | 512 | 0.776 | 4791 | 82 | 0.708 | 0.356 | 0 | 0 |
| 825 | 39 | F | 2 | High School | Married | Less than $40K | Blue | 32 | 5 | 3 | 1 | 3086.000 | 2213 | 0.695 | 4684 | 81 | 0.800 | 0.717 | 0 | 0 |
| 826 | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3610.000 | 1554 | 0.501 | 2216 | 34 | 0.308 | 0.430 | 1 | 1 |
| 827 | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2057.000 | 1279 | 0.562 | 4321 | 76 | 0.689 | 0.622 | 0 | 0 |
| 828 | 45 | M | 3 | College | Married | $40K - $60K | Blue | 39 | 3 | 2 | 4 | 7109.000 | 866 | 0.572 | 4047 | 75 | 0.667 | 0.122 | 0 | 0 |
| 829 | 29 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1438.300 | 0 | 0.742 | 2144 | 41 | 0.577 | 0.000 | 0 | 1 |
| 830 | 42 | F | 4 | High School | Married | Less than $40K | Gold | 36 | 2 | 3 | 2 | 15987.000 | 1187 | 0.597 | 7471 | 88 | 0.467 | 0.074 | 0 | 0 |
| 831 | 65 | M | 1 | High School | Single | abc | Blue | 36 | 4 | 3 | 5 | 4465.000 | 703 | 1.026 | 4044 | 66 | 0.650 | 0.157 | 0 | 0 |
| 832 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 1 | 1789.000 | 1156 | 0.748 | 5110 | 75 | 0.630 | 0.646 | 0 | 0 |
| 833 | 56 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 36 | 5 | 4 | 1 | 5204.000 | 0 | 1.008 | 5285 | 82 | 0.864 | 0.000 | 0 | 0 |
| 834 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 4 | 2 | 3 | 8900.000 | 798 | 0.647 | 16737 | 88 | 0.660 | 0.090 | 0 | 0 |
| 835 | 42 | M | 3 | NaN | Single | $60K - $80K | Blue | 38 | 5 | 1 | 1 | 6318.000 | 1397 | 0.517 | 4166 | 86 | 0.755 | 0.221 | 0 | 0 |
| 836 | 51 | F | 3 | Graduate | Single | abc | Platinum | 42 | 3 | 1 | 4 | 34516.000 | 1913 | 0.851 | 16712 | 123 | 0.708 | 0.055 | 0 | 0 |
| 837 | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 35 | 4 | 3 | 3 | 9030.000 | 2369 | 0.662 | 4899 | 84 | 0.867 | 0.262 | 0 | 0 |
| 838 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 22 | 4 | 3 | 3 | 2544.000 | 1848 | 0.804 | 2289 | 49 | 0.441 | 0.726 | 0 | 0 |
| 839 | 54 | F | 1 | Graduate | Single | Less than $40K | Silver | 47 | 6 | 3 | 4 | 12873.000 | 0 | 1.005 | 3170 | 70 | 0.842 | 0.000 | 0 | 0 |
| 840 | 52 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 40 | 4 | 1 | 3 | 7215.000 | 0 | 0.829 | 4409 | 75 | 0.974 | 0.000 | 0 | 0 |
| 841 | 46 | F | 5 | Graduate | NaN | abc | Blue | 36 | 2 | 3 | 1 | 5496.000 | 1816 | 0.678 | 7985 | 93 | 0.603 | 0.330 | 0 | 0 |
| 842 | 46 | M | 2 | Graduate | Married | $120K + | Blue | 34 | 2 | 3 | 3 | 1754.000 | 894 | 0.691 | 4874 | 79 | 0.837 | 0.510 | 0 | 0 |
| 843 | 45 | M | 1 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 4 | 2 | 0 | 21721.000 | 1247 | 0.657 | 3937 | 63 | 0.658 | 0.057 | 0 | 0 |
| 844 | 41 | F | 4 | High School | Single | abc | Blue | 28 | 4 | 2 | 2 | 2515.000 | 1313 | 0.981 | 4370 | 68 | 0.700 | 0.522 | 0 | 0 |
| 845 | 51 | M | 0 | College | Single | $80K - $120K | Blue | 33 | 1 | 3 | 1 | 34516.000 | 1228 | 0.747 | 7854 | 89 | 0.648 | 0.036 | 0 | 0 |
| 846 | 47 | F | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 4 | 1 | 4 | 6602.000 | 1224 | 0.665 | 3163 | 73 | 0.825 | 0.185 | 0 | 0 |
| 847 | 30 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 18 | 6 | 3 | 2 | 2132.000 | 797 | 0.779 | 3265 | 74 | 0.574 | 0.374 | 0 | 0 |
| 848 | 40 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 4 | 3 | 7840.000 | 0 | 0.726 | 4062 | 71 | 0.578 | 0.000 | 0 | 0 |
| 849 | 38 | F | 3 | High School | Single | $40K - $60K | Gold | 26 | 2 | 2 | 1 | 23981.000 | 0 | 0.741 | 7872 | 103 | 0.635 | 0.000 | 0 | 0 |
| 850 | 39 | F | 1 | Graduate | Married | abc | Blue | 30 | 3 | 2 | 3 | 2917.000 | 1357 | 1.593 | 2422 | 46 | 0.438 | 0.465 | 0 | 0 |
| 851 | 55 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 27560.000 | 900 | 1.031 | 646 | 10 | 0.250 | 0.033 | 1 | 1 |
| 852 | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2040.000 | 1084 | 0.672 | 4751 | 80 | 0.818 | 0.531 | 0 | 0 |
| 853 | 41 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 6507.000 | 1452 | 0.802 | 4544 | 89 | 0.854 | 0.223 | 0 | 0 |
| 854 | 42 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 36 | 2 | 1 | 2 | 4765.000 | 1516 | 0.709 | 7380 | 76 | 0.689 | 0.318 | 0 | 0 |
| 855 | 42 | M | 3 | NaN | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 18085.000 | 1487 | 0.792 | 1582 | 47 | 1.043 | 0.082 | 0 | 0 |
| 856 | 28 | M | 1 | NaN | Single | $40K - $60K | Blue | 15 | 3 | 3 | 1 | 2109.000 | 1542 | 0.670 | 2261 | 56 | 0.600 | 0.731 | 0 | 0 |
| 857 | 46 | F | 4 | Doctorate | Married | abc | Blue | 26 | 3 | 3 | 6 | 15195.000 | 0 | 0.726 | 2631 | 41 | 0.640 | 0.000 | 1 | 1 |
| 858 | 47 | M | 4 | High School | Single | $40K - $60K | Silver | 32 | 3 | 3 | 4 | 18535.000 | 1192 | 0.646 | 3780 | 70 | 0.667 | 0.064 | 0 | 0 |
| 859 | 41 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 37 | 1 | 2 | 2 | 23250.000 | 0 | 0.564 | 2205 | 43 | 0.654 | 0.000 | 1 | 1 |
| 860 | 47 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2577.000 | 1450 | 0.747 | 4576 | 83 | 0.766 | 0.563 | 0 | 0 |
| 861 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 1 | 3 | 2464.000 | 1794 | 0.682 | 4610 | 76 | 0.900 | 0.728 | 0 | 0 |
| 862 | 44 | F | 2 | High School | NaN | abc | Gold | 35 | 3 | 3 | 3 | 34516.000 | 0 | 0.767 | 2227 | 44 | 0.630 | 0.000 | 1 | 1 |
| 863 | 44 | F | 4 | Graduate | Single | abc | Blue | 36 | 2 | 1 | 2 | 7469.000 | 1378 | 0.859 | 15225 | 108 | 0.862 | 0.184 | 0 | 0 |
| 864 | 58 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 2 | 3 | 4 | 28618.000 | 0 | 0.685 | 1712 | 41 | 0.414 | 0.000 | 1 | 1 |
| 865 | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 5 | 2 | 1438.300 | 754 | 0.740 | 4457 | 69 | 0.683 | 0.524 | 0 | 0 |
| 866 | 62 | F | 0 | NaN | Married | abc | Blue | 52 | 6 | 1 | 1 | 2683.000 | 1707 | 1.254 | 1582 | 33 | 0.941 | 0.636 | 0 | 0 |
| 867 | 41 | M | 4 | High School | Single | Less than $40K | Blue | 21 | 2 | 3 | 1 | 3429.000 | 1504 | 0.601 | 4015 | 76 | 1.000 | 0.439 | 0 | 0 |
| 868 | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 2667.000 | 0 | 0.494 | 4399 | 54 | 0.862 | 0.000 | 1 | 1 |
| 869 | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 5583.000 | 0 | 0.748 | 3317 | 71 | 0.821 | 0.000 | 0 | 0 |
| 870 | 58 | F | 4 | High School | Divorced | abc | Blue | 45 | 4 | 1 | 1 | 21065.000 | 2517 | 0.840 | 1060 | 32 | 0.333 | 0.119 | 1 | 1 |
| 871 | 55 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 49 | 5 | 2 | 1 | 1438.300 | 680 | 0.770 | 4573 | 93 | 0.691 | 0.473 | 0 | 0 |
| 872 | 37 | F | 2 | College | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 1438.300 | 743 | 0.561 | 4730 | 80 | 0.778 | 0.517 | 0 | 0 |
| 873 | 43 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1438.300 | 0 | 0.689 | 4401 | 73 | 0.698 | 0.000 | 0 | 0 |
| 874 | 30 | F | 1 | Graduate | Married | abc | Blue | 18 | 4 | 1 | 4 | 4377.000 | 2517 | 0.941 | 8759 | 74 | 0.609 | 0.575 | 1 | 1 |
| 875 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 3 | 3 | 8325.000 | 2048 | 0.920 | 14571 | 91 | 0.655 | 0.246 | 0 | 0 |
| 876 | 29 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 20 | 5 | 2 | 3 | 8592.000 | 1201 | 0.778 | 1842 | 50 | 0.852 | 0.140 | 0 | 0 |
| 877 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 2 | 3 | 3 | 2124.000 | 1573 | 0.728 | 4592 | 83 | 0.804 | 0.741 | 0 | 0 |
| 878 | 46 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 4 | 2445.000 | 848 | 0.771 | 2216 | 39 | 0.560 | 0.347 | 1 | 1 |
| 879 | 50 | M | 2 | Graduate | Married | $60K - $80K | Blue | 45 | 2 | 1 | 0 | 2021.000 | 1578 | 0.761 | 5298 | 71 | 0.919 | 0.781 | 0 | 0 |
| 880 | 46 | M | 4 | NaN | Married | $60K - $80K | Blue | 29 | 6 | 3 | 2 | 5735.000 | 2410 | 0.616 | 3908 | 75 | 0.630 | 0.420 | 0 | 0 |
| 881 | 33 | M | 2 | High School | Single | $60K - $80K | Blue | 23 | 4 | 2 | 1 | 2400.000 | 0 | 1.064 | 2677 | 70 | 0.892 | 0.000 | 0 | 0 |
| 882 | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 24 | 2 | 3 | 2 | 2962.000 | 2517 | 1.046 | 929 | 31 | 0.409 | 0.850 | 1 | 1 |
| 883 | 60 | F | 0 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3828.000 | 0 | 0.599 | 4470 | 58 | 0.812 | 0.000 | 0 | 0 |
| 884 | 50 | M | 3 | High School | Single | $40K - $60K | Blue | 31 | 5 | 3 | 3 | 9949.000 | 1597 | 0.659 | 3776 | 83 | 0.596 | 0.161 | 0 | 0 |
| 885 | 37 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2208.000 | 1559 | 0.510 | 4686 | 81 | 0.761 | 0.706 | 0 | 0 |
| 886 | 42 | F | 3 | High School | Single | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1545.000 | 751 | 0.551 | 4477 | 62 | 0.590 | 0.486 | 0 | 0 |
| 887 | 35 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 2 | 5 | 8682.000 | 1647 | 0.971 | 1792 | 36 | 0.800 | 0.190 | 0 | 0 |
| 888 | 40 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 32431.000 | 850 | 0.926 | 4400 | 71 | 1.088 | 0.026 | 0 | 0 |
| 889 | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 3 | 4 | 14480.000 | 0 | 0.703 | 1616 | 43 | 0.654 | 0.000 | 0 | 1 |
| 890 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 1611.000 | 746 | 0.993 | 1413 | 29 | 0.706 | 0.463 | 0 | 0 |
| 891 | 52 | F | 1 | College | NaN | Less than $40K | Blue | 39 | 1 | 2 | 1 | 8506.000 | 0 | 0.719 | 14289 | 113 | 0.638 | 0.000 | 0 | 0 |
| 892 | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 43 | 4 | 4 | 4 | 15377.000 | 1516 | 0.627 | 1848 | 49 | 1.042 | 0.099 | 0 | 0 |
| 893 | 41 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 2 | 2 | 2 | 2601.000 | 1861 | 0.794 | 5111 | 83 | 0.660 | 0.715 | 0 | 0 |
| 894 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 4720.000 | 0 | 0.978 | 8798 | 67 | 0.675 | 0.000 | 1 | 1 |
| 895 | 43 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 1 | 3 | 2 | 9633.000 | 0 | 0.638 | 14829 | 90 | 0.800 | 0.000 | 0 | 0 |
| 896 | 35 | M | 4 | Graduate | Married | $80K - $120K | Blue | 24 | 6 | 3 | 4 | 12634.000 | 0 | 0.323 | 717 | 18 | 0.286 | 0.000 | 1 | 1 |
| 897 | 36 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 25 | 5 | 2 | 3 | 1691.000 | 0 | 0.865 | 2716 | 63 | 0.703 | 0.000 | 1 | 1 |
| 898 | 50 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 41 | 6 | 1 | 3 | 2966.000 | 1433 | 0.490 | 1986 | 50 | 0.613 | 0.483 | 0 | 1 |
| 899 | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 39 | 3 | 1 | 0 | 1746.000 | 0 | 0.763 | 4543 | 75 | 0.974 | 0.000 | 0 | 0 |
| 900 | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 32 | 1 | 3 | 3 | 2540.000 | 1561 | 0.894 | 5039 | 82 | 0.745 | 0.615 | 0 | 0 |
| 901 | 33 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 18 | 1 | 1 | 6 | 5600.000 | 2517 | 0.628 | 2296 | 46 | 0.586 | 0.449 | 1 | 1 |
| 902 | 53 | M | 2 | Post-Graduate | Single | $60K - $80K | Silver | 47 | 1 | 3 | 3 | 29038.000 | 2295 | 0.657 | 12025 | 103 | 0.807 | 0.079 | 0 | 0 |
| 903 | 55 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3046.000 | 2415 | 0.492 | 3153 | 57 | 0.583 | 0.793 | 0 | 1 |
| 904 | 39 | F | 1 | Graduate | NaN | Less than $40K | Blue | 25 | 4 | 2 | 3 | 2006.000 | 1197 | 0.877 | 4139 | 69 | 0.769 | 0.597 | 0 | 0 |
| 905 | 45 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 28 | 3 | 4 | 3 | 5216.000 | 1519 | 0.887 | 3434 | 49 | 0.690 | 0.291 | 0 | 1 |
| 906 | 43 | F | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 2297.000 | 1044 | 0.591 | 3161 | 65 | 0.711 | 0.455 | 0 | 0 |
| 907 | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 29 | 3 | 1 | 2 | 1438.300 | 0 | 0.742 | 3971 | 60 | 0.667 | 0.000 | 0 | 0 |
| 908 | 55 | M | 2 | NaN | Married | $80K - $120K | Blue | 46 | 4 | 1 | 1 | 10979.000 | 1889 | 0.475 | 1425 | 33 | 0.500 | 0.172 | 0 | 0 |
| 909 | 43 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 31 | 3 | 3 | 1 | 17230.000 | 1805 | 0.788 | 14781 | 130 | 0.857 | 0.105 | 0 | 0 |
| 910 | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 8063.000 | 1485 | 0.872 | 4275 | 77 | 0.833 | 0.184 | 0 | 0 |
| 911 | 30 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 13 | 3 | 2 | 3 | 4107.000 | 979 | 0.647 | 14596 | 104 | 0.733 | 0.238 | 0 | 0 |
| 912 | 48 | M | 4 | Post-Graduate | NaN | $40K - $60K | Blue | 44 | 6 | 2 | 4 | 6710.000 | 1942 | 0.777 | 1727 | 37 | 0.850 | 0.289 | 0 | 0 |
| 913 | 46 | F | 2 | Post-Graduate | Single | abc | Blue | 37 | 1 | 3 | 3 | 4848.000 | 2517 | 0.651 | 2353 | 53 | 0.828 | 0.519 | 1 | 1 |
| 914 | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1560.000 | 995 | 0.615 | 1936 | 58 | 0.657 | 0.638 | 0 | 0 |
| 915 | 31 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 6269.000 | 1169 | 0.743 | 2221 | 57 | 0.727 | 0.186 | 0 | 0 |
| 916 | 39 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 6867.000 | 776 | 0.715 | 14119 | 97 | 0.764 | 0.113 | 0 | 0 |
| 917 | 56 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 2 | 1 | 2 | 7234.000 | 2055 | 0.703 | 5051 | 83 | 0.660 | 0.284 | 0 | 0 |
| 918 | 59 | M | 1 | Graduate | Single | $60K - $80K | Silver | 36 | 2 | 2 | 2 | 26692.000 | 2517 | 0.796 | 8780 | 86 | 0.654 | 0.094 | 0 | 0 |
| 919 | 59 | M | 0 | College | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 12918.000 | 2352 | 1.008 | 9138 | 76 | 0.900 | 0.182 | 1 | 1 |
| 920 | 65 | M | 1 | High School | Single | Less than $40K | Blue | 54 | 3 | 1 | 3 | 4599.000 | 1438 | 0.832 | 4208 | 69 | 0.865 | 0.313 | 0 | 0 |
| 921 | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 5 | 3 | 2 | 12610.000 | 1123 | 0.853 | 4199 | 67 | 0.595 | 0.089 | 0 | 0 |
| 922 | 56 | F | 4 | High School | Married | Less than $40K | Blue | 51 | 4 | 2 | 3 | 1438.300 | 0 | 0.472 | 1354 | 24 | 0.714 | 0.000 | 0 | 1 |
| 923 | 47 | M | 3 | NaN | Single | $120K + | Blue | 42 | 5 | 3 | 2 | 8856.000 | 1433 | 0.811 | 5072 | 77 | 0.711 | 0.162 | 0 | 0 |
| 924 | 30 | M | 1 | NaN | Married | $40K - $60K | Blue | 18 | 5 | 1 | 3 | 4726.000 | 1380 | 0.622 | 1723 | 31 | 0.550 | 0.292 | 0 | 0 |
| 925 | 46 | M | 4 | High School | Married | $120K + | Blue | 30 | 3 | 3 | 3 | 2442.000 | 0 | 0.980 | 701 | 19 | 0.727 | 0.000 | 1 | 1 |
| 926 | 48 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 2 | 1 | 1 | 1438.300 | 0 | 0.885 | 5014 | 84 | 0.909 | 0.000 | 0 | 0 |
| 927 | 53 | F | 0 | Graduate | Married | abc | Blue | 36 | 5 | 4 | 3 | 5843.000 | 1162 | 0.765 | 4405 | 67 | 0.811 | 0.199 | 0 | 0 |
| 928 | 40 | M | 4 | College | NaN | $80K - $120K | Blue | 25 | 3 | 3 | 1 | 1962.000 | 0 | 0.684 | 1179 | 27 | 0.688 | 0.000 | 0 | 1 |
| 929 | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7552.000 | 0 | 0.463 | 1393 | 32 | 0.455 | 0.000 | 0 | 1 |
| 930 | 54 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 41 | 4 | 2 | 3 | 9110.000 | 0 | 0.662 | 2999 | 75 | 0.786 | 0.000 | 0 | 0 |
| 931 | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 2 | 1 | 2019.000 | 1387 | 0.560 | 1689 | 36 | 0.714 | 0.687 | 0 | 0 |
| 932 | 42 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 3714.000 | 2517 | 0.857 | 4715 | 85 | 0.848 | 0.678 | 0 | 0 |
| 933 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 8512.000 | 1471 | 0.867 | 4056 | 81 | 0.841 | 0.173 | 0 | 0 |
| 934 | 49 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 44 | 3 | 1 | 1 | 3343.000 | 1581 | 1.146 | 1545 | 31 | 0.824 | 0.473 | 0 | 0 |
| 935 | 46 | M | 3 | College | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 1611.000 | 0 | 0.731 | 4444 | 78 | 0.857 | 0.000 | 0 | 0 |
| 936 | 36 | M | 2 | Graduate | Married | Less than $40K | Blue | 23 | 2 | 2 | 3 | 3920.000 | 0 | 0.813 | 16500 | 102 | 0.729 | 0.000 | 0 | 0 |
| 937 | 47 | F | 3 | NaN | Single | abc | Blue | 40 | 1 | 3 | 0 | 7114.000 | 1637 | 0.699 | 4758 | 81 | 0.500 | 0.230 | 0 | 0 |
| 938 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2363.000 | 1495 | 0.531 | 4420 | 65 | 0.711 | 0.633 | 0 | 0 |
| 939 | 57 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 5 | 3 | 3 | 2472.000 | 2457 | 0.693 | 1392 | 33 | 0.737 | 0.994 | 0 | 0 |
| 940 | 56 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3005.000 | 1660 | 0.880 | 4586 | 72 | 0.756 | 0.552 | 0 | 0 |
| 941 | 48 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 2954.000 | 931 | 0.575 | 2433 | 29 | 0.381 | 0.315 | 1 | 1 |
| 942 | 47 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 11919.000 | 2347 | 0.842 | 8257 | 96 | 0.574 | 0.197 | 0 | 0 |
| 943 | 55 | F | 3 | NaN | Single | Less than $40K | Blue | 45 | 4 | 3 | 4 | 1741.000 | 0 | 0.840 | 2546 | 42 | 0.400 | 0.000 | 1 | 1 |
| 944 | 43 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 6 | 2 | 2 | 1438.300 | 604 | 0.771 | 4469 | 85 | 0.932 | 0.420 | 0 | 0 |
| 945 | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 41 | 2 | 2 | 3 | 3881.000 | 2517 | 0.815 | 2463 | 38 | 0.407 | 0.649 | 1 | 1 |
| 946 | 56 | F | 1 | College | Single | Less than $40K | Blue | 43 | 3 | 2 | 2 | 2846.000 | 0 | 0.747 | 2122 | 44 | 0.419 | 0.000 | 1 | 1 |
| 947 | 51 | M | 3 | High School | Single | $120K + | Blue | 36 | 5 | 1 | 4 | 20741.000 | 2504 | 0.800 | 1818 | 51 | 1.040 | 0.121 | 0 | 0 |
| 948 | 48 | M | 3 | NaN | Married | $80K - $120K | Blue | 41 | 5 | 2 | 2 | 5848.000 | 950 | 0.726 | 1961 | 51 | 0.545 | 0.162 | 0 | 0 |
| 949 | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2721.000 | 1527 | 0.743 | 4622 | 88 | 0.725 | 0.561 | 0 | 0 |
| 950 | 47 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1953.000 | 1089 | 0.859 | 4636 | 70 | 0.707 | 0.558 | 0 | 0 |
| 951 | 50 | F | 1 | Doctorate | Single | abc | Blue | 46 | 6 | 4 | 3 | 1970.000 | 1477 | 0.662 | 2493 | 44 | 0.571 | 0.750 | 1 | 1 |
| 952 | 41 | M | 5 | Graduate | Single | $60K - $80K | Blue | 28 | 5 | 1 | 4 | 4821.000 | 1426 | 0.898 | 3571 | 58 | 0.933 | 0.296 | 0 | 0 |
| 953 | 48 | F | 2 | Doctorate | Divorced | abc | Blue | 37 | 6 | 2 | 0 | 4549.000 | 1313 | 0.777 | 4782 | 88 | 0.660 | 0.289 | 0 | 0 |
| 954 | 43 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 5427.000 | 2177 | 0.824 | 4328 | 73 | 0.622 | 0.401 | 0 | 0 |
| 955 | 57 | M | 2 | Graduate | Single | $120K + | Blue | 44 | 5 | 3 | 4 | 34516.000 | 219 | 0.482 | 1882 | 48 | 0.714 | 0.006 | 1 | 1 |
| 956 | 38 | F | 2 | NaN | Single | Less than $40K | Blue | 28 | 6 | 2 | 1 | 3206.000 | 2459 | 0.696 | 3852 | 65 | 0.625 | 0.767 | 0 | 0 |
| 957 | 47 | F | 1 | High School | NaN | abc | Blue | 36 | 5 | 1 | 0 | 25657.000 | 2216 | 0.856 | 1121 | 25 | 0.667 | 0.086 | 0 | 0 |
| 958 | 30 | F | 0 | College | Married | Less than $40K | Blue | 19 | 4 | 2 | 3 | 4184.000 | 1254 | 0.549 | 14999 | 110 | 0.719 | 0.300 | 0 | 0 |
| 959 | 50 | F | 2 | Graduate | Married | abc | Gold | 40 | 2 | 1 | 1 | 34516.000 | 1826 | 0.718 | 14994 | 121 | 0.833 | 0.053 | 0 | 0 |
| 960 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 26 | 3 | 1 | 4 | 2731.000 | 1573 | 0.943 | 1813 | 38 | 0.727 | 0.576 | 0 | 0 |
| 961 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2999.000 | 1817 | 0.678 | 5119 | 83 | 0.766 | 0.606 | 0 | 0 |
| 962 | 33 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 8232.000 | 2259 | 1.158 | 2849 | 67 | 1.310 | 0.274 | 0 | 0 |
| 963 | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 5 | 3 | 2 | 1438.300 | 787 | 0.737 | 4830 | 79 | 0.756 | 0.547 | 0 | 0 |
| 964 | 50 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 4 | 1 | 0 | 5452.000 | 540 | 0.539 | 4220 | 66 | 0.737 | 0.099 | 0 | 0 |
| 965 | 47 | M | 2 | NaN | Single | $80K - $120K | Blue | 41 | 6 | 2 | 4 | 10606.000 | 1713 | 0.899 | 2694 | 61 | 0.906 | 0.162 | 0 | 0 |
| 966 | 48 | M | 4 | Graduate | Married | $120K + | Blue | 39 | 4 | 2 | 4 | 24931.000 | 1353 | 0.612 | 5031 | 79 | 0.646 | 0.054 | 0 | 0 |
| 967 | 49 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 1438.300 | 0 | 0.570 | 5104 | 75 | 0.630 | 0.000 | 0 | 0 |
| 968 | 42 | F | 3 | High School | Married | abc | Blue | 30 | 1 | 1 | 2 | 1821.000 | 935 | 0.781 | 4786 | 87 | 0.776 | 0.513 | 0 | 0 |
| 969 | 49 | M | 3 | High School | Single | $120K + | Blue | 43 | 1 | 2 | 1 | 21680.000 | 1587 | 0.605 | 4410 | 86 | 0.720 | 0.073 | 0 | 0 |
| 970 | 60 | F | 1 | College | Married | Less than $40K | Blue | 53 | 4 | 3 | 3 | 3346.000 | 922 | 0.913 | 1276 | 21 | 0.750 | 0.276 | 0 | 0 |
| 971 | 42 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 3433.000 | 1869 | 0.838 | 4504 | 84 | 0.787 | 0.544 | 0 | 0 |
| 972 | 37 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 6713.000 | 1590 | 0.847 | 7946 | 85 | 0.667 | 0.237 | 0 | 0 |
| 973 | 50 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 45 | 5 | 3 | 5 | 20437.000 | 1020 | 0.563 | 4166 | 66 | 0.737 | 0.050 | 0 | 0 |
| 974 | 51 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 41 | 4 | 3 | 1 | 1959.000 | 0 | 0.454 | 3737 | 71 | 0.614 | 0.000 | 0 | 0 |
| 975 | 63 | F | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 2 | 2 | 2 | 7264.000 | 851 | 0.814 | 3527 | 69 | 0.816 | 0.117 | 0 | 0 |
| 976 | 52 | M | 1 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 31733.000 | 0 | 0.735 | 3723 | 53 | 0.767 | 0.000 | 0 | 1 |
| 977 | 47 | M | 4 | NaN | NaN | $80K - $120K | Blue | 42 | 1 | 4 | 1 | 7953.000 | 0 | 1.031 | 8670 | 74 | 0.574 | 0.000 | 1 | 1 |
| 978 | 58 | F | 1 | Uneducated | Married | Less than $40K | Blue | 51 | 5 | 4 | 2 | 2220.000 | 1240 | 0.906 | 4396 | 78 | 0.950 | 0.559 | 0 | 0 |
| 979 | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2653.000 | 0 | 0.969 | 5052 | 81 | 0.761 | 0.000 | 0 | 0 |
| 980 | 45 | M | 2 | College | Single | $40K - $60K | Blue | 31 | 2 | 2 | 1 | 6530.000 | 1425 | 0.716 | 8904 | 101 | 0.656 | 0.218 | 0 | 0 |
| 981 | 57 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 45 | 2 | 2 | 3 | 3059.000 | 1744 | 0.614 | 7709 | 89 | 0.561 | 0.570 | 0 | 0 |
| 982 | 47 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 2514.000 | 1845 | 0.683 | 3696 | 71 | 0.614 | 0.734 | 0 | 0 |
| 983 | 38 | M | 0 | NaN | Married | $60K - $80K | Blue | 26 | 5 | 2 | 1 | 3809.000 | 1521 | 0.692 | 4666 | 69 | 0.865 | 0.399 | 0 | 0 |
| 984 | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 3 | 0 | 2062.000 | 1302 | 0.631 | 3785 | 63 | 0.750 | 0.631 | 0 | 0 |
| 985 | 37 | M | 3 | Graduate | Married | $80K - $120K | Blue | 18 | 5 | 3 | 2 | 1663.000 | 0 | 0.778 | 3950 | 82 | 0.864 | 0.000 | 0 | 0 |
| 986 | 51 | F | 1 | NaN | Married | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1438.300 | 0 | 0.905 | 2585 | 45 | 0.500 | 0.000 | 1 | 1 |
| 987 | 49 | M | 4 | High School | Married | abc | Blue | 32 | 2 | 1 | 3 | 3519.000 | 1336 | 0.506 | 3552 | 68 | 0.619 | 0.380 | 0 | 0 |
| 988 | 44 | F | 0 | Graduate | Married | Less than $40K | Silver | 36 | 5 | 3 | 2 | 10110.000 | 1229 | 0.650 | 4063 | 74 | 0.480 | 0.122 | 0 | 0 |
| 989 | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2477.000 | 2123 | 0.699 | 4349 | 69 | 0.725 | 0.857 | 0 | 0 |
| 990 | 37 | M | 2 | Graduate | Single | $120K + | Blue | 25 | 3 | 3 | 0 | 5616.000 | 0 | 0.995 | 1564 | 31 | 0.476 | 0.000 | 1 | 0 |
| 991 | 31 | F | 0 | High School | Single | Less than $40K | Silver | 21 | 3 | 1 | 3 | 14305.000 | 1288 | 0.774 | 14769 | 119 | 0.630 | 0.090 | 0 | 0 |
| 992 | 46 | M | 3 | College | Married | $80K - $120K | Blue | 32 | 4 | 2 | 5 | 20860.000 | 1496 | 0.816 | 3435 | 56 | 0.697 | 0.072 | 0 | 0 |
| 993 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3308.000 | 2517 | 0.543 | 5104 | 85 | 0.545 | 0.761 | 0 | 0 |
| 994 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 4 | 5634.000 | 2057 | 1.399 | 2905 | 63 | 0.969 | 0.365 | 0 | 0 |
| 995 | 36 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 4 | 3 | 2789.000 | 1584 | 0.996 | 2688 | 60 | 0.714 | 0.568 | 0 | 0 |
| 996 | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 5 | 2 | 2 | 5845.000 | 0 | 0.504 | 2308 | 35 | 0.591 | 0.000 | 1 | 1 |
| 997 | 37 | M | 2 | Uneducated | Single | abc | Blue | 28 | 5 | 3 | 3 | 7147.000 | 1424 | 0.821 | 2539 | 50 | 1.273 | 0.199 | 0 | 0 |
| 998 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 3 | 3 | 2001.000 | 909 | 0.772 | 4238 | 63 | 0.800 | 0.454 | 0 | 0 |
| 999 | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 49 | 3 | 2 | 2 | 2930.000 | 2266 | 0.734 | 4752 | 72 | 1.323 | 0.773 | 0 | 0 |
| 1000 | 44 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 1 | 34516.000 | 1635 | 0.768 | 7219 | 86 | 0.564 | 0.047 | 0 | 0 |
| 1001 | 42 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 3263.000 | 1674 | 0.588 | 1251 | 35 | 0.346 | 0.513 | 0 | 0 |
| 1002 | 44 | F | 3 | College | Divorced | $40K - $60K | Blue | 34 | 5 | 2 | 5 | 4513.000 | 1950 | 0.830 | 3164 | 62 | 0.590 | 0.432 | 0 | 0 |
| 1003 | 36 | M | 4 | Graduate | Divorced | $120K + | Blue | 29 | 3 | 2 | 2 | 1651.000 | 770 | 0.736 | 2516 | 54 | 0.385 | 0.466 | 0 | 1 |
| 1004 | 55 | F | 0 | Uneducated | NaN | abc | Blue | 39 | 4 | 3 | 3 | 11249.000 | 2012 | 0.659 | 3882 | 55 | 0.964 | 0.179 | 0 | 0 |
| 1005 | 33 | F | 3 | High School | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2831.000 | 1167 | 0.744 | 4460 | 65 | 0.857 | 0.412 | 0 | 0 |
| 1006 | 63 | M | 2 | High School | Married | $80K - $120K | Blue | 51 | 4 | 2 | 3 | 6922.000 | 1704 | 0.278 | 1449 | 28 | 0.217 | 0.246 | 0 | 0 |
| 1007 | 61 | F | 1 | High School | Single | abc | Blue | 52 | 3 | 2 | 4 | 3293.000 | 0 | 0.838 | 3121 | 56 | 0.867 | 0.000 | 1 | 0 |
| 1008 | 48 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 44 | 3 | 1 | 2 | 9673.000 | 0 | 0.655 | 3541 | 87 | 0.851 | 0.000 | 0 | 0 |
| 1009 | 40 | F | 2 | NaN | Married | Less than $40K | Blue | 34 | 3 | 3 | 3 | 4757.000 | 1978 | 0.959 | 4220 | 71 | 0.775 | 0.416 | 0 | 0 |
| 1010 | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 2 | 2 | 2 | 3152.000 | 1174 | 0.862 | 13670 | 117 | 0.857 | 0.372 | 0 | 0 |
| 1011 | 41 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 3 | 3 | 33408.000 | 0 | 0.816 | 3754 | 77 | 0.878 | 0.000 | 0 | 0 |
| 1012 | 57 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 45 | 6 | 2 | 2 | 2601.000 | 0 | 0.814 | 1232 | 32 | 0.684 | 0.000 | 0 | 0 |
| 1013 | 55 | M | 3 | College | Single | $120K + | Blue | 36 | 5 | 3 | 3 | 12948.000 | 1839 | 1.113 | 2481 | 42 | 0.680 | 0.142 | 0 | 0 |
| 1014 | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 2780.000 | 2216 | 0.826 | 4980 | 78 | 0.857 | 0.797 | 0 | 0 |
| 1015 | 54 | M | 2 | NaN | Married | $80K - $120K | Blue | 44 | 4 | 1 | 2 | 12902.000 | 1860 | 0.492 | 1273 | 33 | 0.375 | 0.144 | 0 | 0 |
| 1016 | 43 | M | 4 | NaN | NaN | $120K + | Blue | 34 | 5 | 2 | 2 | 33304.000 | 1833 | 0.428 | 1448 | 29 | 0.381 | 0.055 | 0 | 1 |
| 1017 | 45 | M | 2 | High School | Married | $80K - $120K | Silver | 37 | 3 | 2 | 2 | 34516.000 | 1495 | 0.520 | 3247 | 70 | 0.707 | 0.043 | 0 | 0 |
| 1018 | 34 | F | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 2 | 3 | 1 | 4022.000 | 1680 | 0.579 | 3776 | 84 | 0.826 | 0.418 | 0 | 0 |
| 1019 | 53 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 3369.000 | 2424 | 0.825 | 5220 | 78 | 0.592 | 0.720 | 0 | 0 |
| 1020 | 38 | F | 1 | High School | NaN | Less than $40K | Blue | 30 | 2 | 3 | 0 | 1438.300 | 583 | 0.888 | 1259 | 24 | 1.000 | 0.405 | 0 | 0 |
| 1021 | 54 | F | 1 | Doctorate | Single | abc | Blue | 36 | 6 | 3 | 4 | 26053.000 | 829 | 0.669 | 2768 | 70 | 0.628 | 0.032 | 0 | 0 |
| 1022 | 44 | F | 3 | Graduate | Married | abc | Silver | 34 | 2 | 2 | 1 | 31699.000 | 1976 | 0.811 | 13653 | 113 | 0.687 | 0.062 | 0 | 0 |
| 1023 | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 2 | 3 | 10458.000 | 0 | 0.587 | 3481 | 51 | 0.500 | 0.000 | 0 | 1 |
| 1024 | 55 | F | 1 | Doctorate | Married | abc | Blue | 39 | 1 | 3 | 3 | 12972.000 | 1424 | 0.525 | 2238 | 36 | 0.200 | 0.110 | 1 | 1 |
| 1025 | 46 | F | 2 | Uneducated | NaN | $40K - $60K | Blue | 35 | 6 | 2 | 1 | 6145.000 | 1349 | 0.971 | 4893 | 93 | 0.824 | 0.220 | 0 | 0 |
| 1026 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 2.594 | 1887 | 20 | 2.333 | 0.000 | 0 | 0 |
| 1027 | 43 | M | 5 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 1438.300 | 0 | 0.643 | 4509 | 80 | 0.569 | 0.000 | 0 | 0 |
| 1028 | 48 | F | 2 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 2 | 2964.000 | 2517 | 0.699 | 2327 | 38 | 0.810 | 0.849 | 1 | 1 |
| 1029 | 47 | F | 4 | NaN | Single | Less than $40K | Blue | 39 | 3 | 3 | 4 | 1548.000 | 0 | 0.664 | 4420 | 71 | 0.775 | 0.000 | 0 | 0 |
| 1030 | 47 | M | 3 | High School | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 16138.000 | 1249 | 1.010 | 1198 | 33 | 0.833 | 0.077 | 0 | 0 |
| 1031 | 46 | M | 2 | NaN | NaN | $120K + | Blue | 37 | 3 | 2 | 4 | 3132.000 | 1466 | 0.689 | 3612 | 59 | 0.595 | 0.468 | 0 | 0 |
| 1032 | 46 | M | 2 | Graduate | NaN | $120K + | Blue | 34 | 1 | 3 | 2 | 24431.000 | 892 | 0.417 | 3457 | 66 | 0.571 | 0.037 | 0 | 0 |
| 1033 | 54 | M | 2 | Post-Graduate | Married | $60K - $80K | Platinum | 42 | 1 | 3 | 1 | 34516.000 | 1996 | 0.988 | 15033 | 114 | 0.810 | 0.058 | 0 | 0 |
| 1034 | 44 | F | 3 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 1 | 0 | 11749.000 | 788 | 0.688 | 1178 | 27 | 0.929 | 0.067 | 0 | 0 |
| 1035 | 52 | F | 0 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 4 | 3 | 2001.000 | 960 | 0.678 | 4026 | 86 | 0.830 | 0.480 | 0 | 0 |
| 1036 | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 42 | 4 | 1 | 2 | 10155.000 | 1805 | 0.673 | 1685 | 49 | 0.815 | 0.178 | 0 | 0 |
| 1037 | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2778.000 | 743 | 0.812 | 4515 | 74 | 0.510 | 0.267 | 0 | 0 |
| 1038 | 62 | M | 0 | Graduate | Married | $60K - $80K | Blue | 51 | 3 | 2 | 0 | 5450.000 | 967 | 0.701 | 1526 | 45 | 0.800 | 0.177 | 0 | 0 |
| 1039 | 53 | M | 0 | Graduate | Single | $80K - $120K | Blue | 34 | 3 | 1 | 4 | 20231.000 | 1434 | 0.543 | 5002 | 78 | 0.660 | 0.071 | 0 | 0 |
| 1040 | 40 | M | 5 | Graduate | NaN | $120K + | Blue | 27 | 5 | 2 | 3 | 31954.000 | 2297 | 0.516 | 4371 | 82 | 0.640 | 0.072 | 0 | 0 |
| 1041 | 49 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 1976.000 | 1694 | 1.054 | 3675 | 81 | 0.841 | 0.857 | 0 | 0 |
| 1042 | 47 | M | 5 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8896.000 | 1338 | 0.741 | 4252 | 70 | 0.591 | 0.150 | 0 | 0 |
| 1043 | 36 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 3 | 2 | 5 | 11862.000 | 2282 | 0.837 | 2576 | 74 | 0.850 | 0.192 | 0 | 0 |
| 1044 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 39 | 3 | 1 | 2 | 6462.000 | 2517 | 0.842 | 4156 | 77 | 0.833 | 0.390 | 0 | 0 |
| 1045 | 41 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 31 | 3 | 3 | 2 | 19782.000 | 868 | 0.808 | 2535 | 44 | 0.467 | 0.044 | 1 | 1 |
| 1046 | 48 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 5483.000 | 535 | 0.681 | 2051 | 49 | 0.633 | 0.098 | 0 | 1 |
| 1047 | 62 | M | 0 | Graduate | Divorced | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4049.000 | 0 | 0.567 | 4003 | 73 | 0.659 | 0.000 | 0 | 0 |
| 1048 | 39 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 1 | 1 | 8587.000 | 1324 | 0.897 | 8854 | 92 | 0.643 | 0.154 | 0 | 0 |
| 1049 | 52 | M | 0 | NaN | Single | $120K + | Blue | 48 | 4 | 5 | 5 | 13114.000 | 2247 | 1.003 | 2474 | 51 | 0.417 | 0.171 | 1 | 1 |
| 1050 | 49 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 39 | 5 | 6 | 3 | 19719.000 | 1395 | 0.565 | 3572 | 73 | 0.738 | 0.071 | 0 | 0 |
| 1051 | 44 | F | 3 | Doctorate | Married | abc | Blue | 40 | 2 | 1 | 1 | 7212.000 | 1008 | 0.727 | 5169 | 82 | 0.745 | 0.140 | 0 | 0 |
| 1052 | 52 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1594.000 | 0 | 0.472 | 4653 | 65 | 0.667 | 0.000 | 0 | 0 |
| 1053 | 39 | M | 3 | College | Divorced | $40K - $60K | Blue | 34 | 3 | 3 | 2 | 2503.000 | 2185 | 0.500 | 4157 | 58 | 0.758 | 0.873 | 0 | 0 |
| 1054 | 52 | F | 1 | Uneducated | Married | abc | Blue | 36 | 6 | 1 | 1 | 4222.000 | 0 | 0.523 | 4487 | 77 | 1.081 | 0.000 | 0 | 0 |
| 1055 | 40 | M | 3 | Graduate | Married | $120K + | Blue | 27 | 5 | 3 | 2 | 2269.000 | 0 | 0.572 | 2108 | 39 | 0.560 | 0.000 | 1 | 1 |
| 1056 | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 19458.000 | 1435 | 0.787 | 1217 | 27 | 0.800 | 0.074 | 0 | 0 |
| 1057 | 49 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1902.000 | 0 | 0.693 | 3731 | 53 | 0.893 | 0.000 | 0 | 0 |
| 1058 | 49 | M | 3 | Uneducated | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8549.000 | 0 | 1.023 | 9192 | 77 | 0.791 | 0.000 | 1 | 1 |
| 1059 | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 4 | 18563.000 | 0 | 0.729 | 2395 | 45 | 0.552 | 0.000 | 1 | 1 |
| 1060 | 44 | M | 3 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 9465.000 | 0 | 0.657 | 3675 | 59 | 1.107 | 0.000 | 0 | 0 |
| 1061 | 44 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 31 | 3 | 2 | 1 | 8320.000 | 0 | 0.421 | 4128 | 82 | 0.491 | 0.000 | 0 | 0 |
| 1062 | 48 | F | 4 | College | NaN | abc | Blue | 36 | 3 | 2 | 1 | 3310.000 | 0 | 0.748 | 14542 | 89 | 0.854 | 0.000 | 0 | 1 |
| 1063 | 60 | M | 1 | NaN | Divorced | $40K - $60K | Blue | 49 | 4 | 3 | 2 | 3012.000 | 0 | 0.538 | 1315 | 23 | 0.278 | 0.000 | 0 | 1 |
| 1064 | 49 | F | 5 | High School | Divorced | Less than $40K | Blue | 42 | 5 | 2 | 3 | 1972.000 | 1489 | 0.690 | 4715 | 66 | 0.650 | 0.755 | 0 | 0 |
| 1065 | 50 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 2560.000 | 1807 | 0.995 | 4456 | 70 | 0.522 | 0.706 | 0 | 0 |
| 1066 | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 5264.000 | 2169 | 0.374 | 1219 | 27 | 0.500 | 0.412 | 0 | 0 |
| 1067 | 41 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 33 | 3 | 1 | 2 | 6519.000 | 851 | 0.679 | 3088 | 65 | 0.711 | 0.131 | 0 | 0 |
| 1068 | 44 | F | 4 | College | Married | $40K - $60K | Blue | 27 | 1 | 1 | 2 | 3183.000 | 2517 | 0.726 | 4017 | 63 | 0.853 | 0.791 | 0 | 0 |
| 1069 | 26 | F | 0 | NaN | Single | Less than $40K | Blue | 13 | 4 | 2 | 4 | 2063.000 | 1390 | 0.877 | 2602 | 42 | 0.556 | 0.674 | 0 | 0 |
| 1070 | 33 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 23 | 4 | 2 | 4 | 6732.000 | 0 | 0.856 | 1644 | 45 | 0.731 | 0.000 | 0 | 0 |
| 1071 | 49 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 17811.000 | 643 | 0.842 | 3748 | 79 | 0.646 | 0.036 | 0 | 0 |
| 1072 | 57 | M | 3 | NaN | Single | $60K - $80K | Blue | 51 | 1 | 6 | 1 | 5859.000 | 0 | 0.914 | 8004 | 82 | 0.708 | 0.000 | 1 | 1 |
| 1073 | 50 | F | 4 | Graduate | Single | abc | Blue | 41 | 5 | 3 | 3 | 2509.000 | 0 | 0.702 | 2281 | 41 | 0.367 | 0.000 | 1 | 1 |
| 1074 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 2 | 3 | 2092.000 | 1387 | 0.731 | 1468 | 30 | 0.304 | 0.663 | 0 | 0 |
| 1075 | 55 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 1594.000 | 927 | 0.985 | 3851 | 65 | 0.806 | 0.582 | 0 | 0 |
| 1076 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3882.000 | 2029 | 0.751 | 13980 | 128 | 0.707 | 0.523 | 0 | 0 |
| 1077 | 48 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 43 | 4 | 1 | 3 | 2357.000 | 1462 | 0.734 | 4534 | 75 | 1.027 | 0.620 | 0 | 0 |
| 1078 | 40 | F | 5 | Graduate | NaN | Less than $40K | Blue | 27 | 4 | 2 | 1 | 1438.300 | 0 | 0.984 | 4397 | 73 | 0.553 | 0.000 | 0 | 0 |
| 1079 | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 3 | 2 | 2 | 1438.300 | 0 | 0.680 | 2429 | 38 | 0.652 | 0.000 | 1 | 1 |
| 1080 | 47 | F | 4 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 1 | 1 | 1438.300 | 703 | 0.865 | 4341 | 80 | 0.951 | 0.489 | 0 | 0 |
| 1081 | 42 | M | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 2411.000 | 1797 | 0.607 | 4331 | 63 | 0.500 | 0.745 | 0 | 0 |
| 1082 | 39 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 27 | 4 | 2 | 2 | 6205.000 | 2517 | 0.939 | 1204 | 19 | 0.727 | 0.406 | 0 | 0 |
| 1083 | 49 | M | 5 | NaN | Single | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 5159.000 | 1532 | 0.787 | 1826 | 37 | 0.609 | 0.297 | 0 | 0 |
| 1084 | 38 | F | 4 | NaN | Married | Less than $40K | Blue | 26 | 3 | 2 | 2 | 1438.300 | 0 | 0.777 | 2264 | 39 | 0.625 | 0.000 | 1 | 1 |
| 1085 | 46 | M | 4 | College | Married | $60K - $80K | Blue | 36 | 4 | 2 | 1 | 1681.000 | 0 | 0.464 | 1953 | 48 | 0.500 | 0.000 | 1 | 1 |
| 1086 | 29 | M | 1 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3839.000 | 1139 | 0.632 | 14791 | 124 | 0.771 | 0.297 | 0 | 0 |
| 1087 | 34 | F | 3 | Graduate | Single | abc | Blue | 23 | 5 | 1 | 0 | 2591.000 | 0 | 0.610 | 3876 | 67 | 0.763 | 0.000 | 0 | 0 |
| 1088 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3176.000 | 1470 | 0.388 | 1634 | 53 | 0.472 | 0.463 | 0 | 0 |
| 1089 | 32 | F | 0 | Graduate | Married | Less than $40K | Blue | 19 | 6 | 1 | 0 | 2834.000 | 1418 | 1.458 | 1598 | 39 | 0.773 | 0.500 | 0 | 0 |
| 1090 | 56 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 45 | 4 | 2 | 4 | 1960.000 | 1690 | 0.630 | 3870 | 67 | 0.558 | 0.862 | 0 | 0 |
| 1091 | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 1 | 2 | 5951.000 | 1702 | 1.264 | 2565 | 53 | 0.710 | 0.286 | 0 | 0 |
| 1092 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2178.000 | 1731 | 0.683 | 4275 | 71 | 0.690 | 0.795 | 0 | 0 |
| 1093 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 3276.000 | 1474 | 0.759 | 14212 | 116 | 0.681 | 0.450 | 0 | 0 |
| 1094 | 56 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 6224.000 | 0 | 0.920 | 8979 | 68 | 0.581 | 0.000 | 1 | 1 |
| 1095 | 62 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 1 | 3140.000 | 1985 | 1.346 | 1626 | 41 | 0.864 | 0.632 | 0 | 0 |
| 1096 | 46 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7199.000 | 1235 | 0.830 | 4050 | 78 | 0.814 | 0.172 | 0 | 0 |
| 1097 | 28 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1950.000 | 0 | 0.803 | 2074 | 81 | 0.800 | 0.000 | 0 | 0 |
| 1098 | 52 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 34 | 3 | 3 | 3 | 6265.000 | 1677 | 0.769 | 8162 | 89 | 0.589 | 0.268 | 0 | 0 |
| 1099 | 52 | M | 2 | High School | Single | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 7567.000 | 1173 | 0.541 | 1435 | 32 | 0.600 | 0.155 | 0 | 0 |
| 1100 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 3 | 4 | 2437.000 | 0 | 0.912 | 3068 | 53 | 0.656 | 0.000 | 1 | 1 |
| 1101 | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 6929.000 | 1691 | 0.534 | 1388 | 27 | 0.929 | 0.244 | 0 | 0 |
| 1102 | 41 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 24001.000 | 1629 | 0.965 | 9102 | 75 | 0.974 | 0.068 | 1 | 1 |
| 1103 | 46 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 17698.000 | 1769 | 0.623 | 8056 | 95 | 0.583 | 0.100 | 0 | 0 |
| 1104 | 47 | F | 3 | Doctorate | Married | Less than $40K | Blue | 35 | 2 | 3 | 2 | 4779.000 | 2517 | 0.929 | 8912 | 63 | 0.658 | 0.527 | 1 | 1 |
| 1105 | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 2 | 1 | 1438.300 | 0 | 0.741 | 4513 | 75 | 0.744 | 0.000 | 0 | 0 |
| 1106 | 48 | M | 4 | College | Married | $60K - $80K | Gold | 33 | 2 | 2 | 3 | 34516.000 | 2061 | 0.722 | 1350 | 32 | 0.455 | 0.060 | 0 | 0 |
| 1107 | 37 | F | 3 | Graduate | NaN | abc | Blue | 22 | 2 | 3 | 2 | 5674.000 | 0 | 0.906 | 1096 | 29 | 0.526 | 0.000 | 1 | 1 |
| 1108 | 44 | F | 3 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 1 | 1605.000 | 890 | 0.742 | 2722 | 45 | 0.500 | 0.555 | 1 | 1 |
| 1109 | 47 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 7498.000 | 2319 | 0.484 | 1676 | 51 | 0.759 | 0.309 | 1 | 1 |
| 1110 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 4 | 3 | 1681.000 | 0 | 0.994 | 5416 | 82 | 0.952 | 0.000 | 0 | 0 |
| 1111 | 38 | F | 3 | High School | Single | $40K - $60K | Blue | 25 | 1 | 1 | 2 | 3040.000 | 1908 | 0.758 | 5616 | 73 | 0.659 | 0.628 | 0 | 0 |
| 1112 | 62 | F | 1 | High School | NaN | $40K - $60K | Blue | 56 | 3 | 5 | 1 | 3807.000 | 2517 | 0.506 | 1739 | 36 | 0.500 | 0.661 | 1 | 1 |
| 1113 | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 1 | 1 | 2 | 2598.000 | 1343 | 0.637 | 4692 | 86 | 0.720 | 0.517 | 0 | 0 |
| 1114 | 44 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 27 | 4 | 3 | 2 | 34516.000 | 1043 | 0.690 | 4654 | 59 | 0.639 | 0.030 | 0 | 0 |
| 1115 | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 5 | 5 | 2 | 4994.000 | 0 | 0.717 | 4802 | 81 | 0.761 | 0.000 | 0 | 0 |
| 1116 | 40 | M | 5 | NaN | Single | $120K + | Silver | 31 | 1 | 3 | 3 | 34516.000 | 2203 | 0.728 | 14204 | 96 | 0.920 | 0.064 | 0 | 0 |
| 1117 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 34516.000 | 781 | 0.803 | 853 | 12 | 0.091 | 0.023 | 1 | 1 |
| 1118 | 30 | F | 0 | High School | Single | abc | Blue | 22 | 1 | 2 | 4 | 13894.000 | 0 | 0.845 | 9351 | 69 | 0.533 | 0.000 | 1 | 1 |
| 1119 | 41 | M | 3 | High School | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 9246.000 | 0 | 0.658 | 4611 | 91 | 0.569 | 0.000 | 0 | 0 |
| 1120 | 32 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 26 | 4 | 3 | 3 | 3174.000 | 2084 | 0.636 | 4508 | 83 | 1.075 | 0.657 | 0 | 0 |
| 1121 | 38 | F | 2 | NaN | Married | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1628.000 | 0 | 0.876 | 2527 | 41 | 0.640 | 0.000 | 1 | 1 |
| 1122 | 40 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 28 | 2 | 1 | 2 | 11642.000 | 1501 | 0.935 | 9137 | 92 | 0.586 | 0.129 | 0 | 0 |
| 1123 | 36 | F | 1 | NaN | Single | Less than $40K | Blue | 24 | 2 | 1 | 2 | 1735.000 | 0 | 0.740 | 2467 | 35 | 0.346 | 0.000 | 1 | 1 |
| 1124 | 56 | M | 2 | Graduate | Single | $40K - $60K | Blue | 51 | 1 | 3 | 1 | 1466.000 | 723 | 0.793 | 5110 | 86 | 0.593 | 0.493 | 0 | 0 |
| 1125 | 44 | M | 3 | NaN | Married | $120K + | Blue | 32 | 6 | 2 | 2 | 12725.000 | 1759 | 1.056 | 4139 | 58 | 0.812 | 0.138 | 0 | 0 |
| 1126 | 47 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 34 | 6 | 4 | 2 | 13878.000 | 2222 | 0.853 | 1658 | 38 | 0.357 | 0.160 | 0 | 0 |
| 1127 | 38 | M | 3 | NaN | Single | $80K - $120K | Silver | 36 | 2 | 2 | 3 | 34516.000 | 2008 | 0.858 | 8872 | 86 | 0.593 | 0.058 | 0 | 0 |
| 1128 | 60 | F | 0 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1601.000 | 0 | 0.829 | 4919 | 69 | 1.091 | 0.000 | 0 | 0 |
| 1129 | 56 | F | 4 | NaN | Married | Less than $40K | Blue | 44 | 3 | 3 | 2 | 1707.000 | 0 | 0.683 | 4846 | 80 | 0.569 | 0.000 | 0 | 0 |
| 1130 | 49 | F | 3 | College | Married | abc | Blue | 37 | 2 | 3 | 0 | 3085.000 | 966 | 0.777 | 4765 | 79 | 0.646 | 0.313 | 0 | 0 |
| 1131 | 44 | M | 4 | College | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 1876.000 | 861 | 0.839 | 5056 | 82 | 0.547 | 0.459 | 0 | 0 |
| 1132 | 46 | M | 3 | College | Single | $80K - $120K | Blue | 39 | 1 | 4 | 3 | 4026.000 | 243 | 0.738 | 1102 | 27 | 0.800 | 0.060 | 1 | 1 |
| 1133 | 48 | F | 2 | NaN | Divorced | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2806.000 | 2514 | 0.341 | 1757 | 35 | 0.400 | 0.896 | 1 | 1 |
| 1134 | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 2005.000 | 1143 | 0.824 | 4311 | 70 | 0.591 | 0.570 | 0 | 0 |
| 1135 | 51 | M | 2 | Doctorate | Single | $120K + | Blue | 36 | 4 | 2 | 5 | 25873.000 | 582 | 0.769 | 3920 | 84 | 0.647 | 0.022 | 0 | 0 |
| 1136 | 48 | F | 2 | NaN | Single | Less than $40K | Blue | 43 | 6 | 3 | 3 | 1438.300 | 0 | 0.816 | 4059 | 89 | 0.816 | 0.000 | 0 | 0 |
| 1137 | 56 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2029.000 | 974 | 0.624 | 4170 | 73 | 0.553 | 0.480 | 0 | 0 |
| 1138 | 60 | M | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3281.000 | 837 | 1.859 | 1424 | 29 | 1.417 | 0.255 | 0 | 0 |
| 1139 | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 7582.000 | 1942 | 0.823 | 4926 | 85 | 0.635 | 0.256 | 0 | 0 |
| 1140 | 50 | F | 2 | High School | Married | abc | Blue | 40 | 2 | 3 | 2 | 10748.000 | 1084 | 0.868 | 16541 | 126 | 0.680 | 0.101 | 0 | 0 |
| 1141 | 36 | F | 2 | NaN | Married | Less than $40K | Blue | 26 | 4 | 1 | 4 | 3182.000 | 2435 | 0.868 | 1670 | 30 | 0.765 | 0.765 | 0 | 0 |
| 1142 | 57 | M | 4 | Graduate | Married | $120K + | Blue | 51 | 4 | 3 | 1 | 10711.000 | 1970 | 0.710 | 1180 | 29 | 1.417 | 0.184 | 0 | 0 |
| 1143 | 46 | M | 1 | Graduate | NaN | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1438.300 | 890 | 1.143 | 2928 | 48 | 1.400 | 0.619 | 0 | 0 |
| 1144 | 34 | F | 3 | Graduate | Married | $40K - $60K | Blue | 25 | 6 | 2 | 2 | 2275.000 | 1468 | 0.757 | 4977 | 88 | 0.692 | 0.645 | 0 | 0 |
| 1145 | 38 | M | 3 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 2 | 34516.000 | 1793 | 0.767 | 4533 | 78 | 0.472 | 0.052 | 0 | 0 |
| 1146 | 43 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 2142.000 | 1369 | 0.666 | 4424 | 88 | 0.660 | 0.639 | 0 | 0 |
| 1147 | 29 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 19 | 5 | 4 | 4 | 2926.000 | 0 | 0.840 | 2775 | 74 | 1.114 | 0.000 | 0 | 0 |
| 1148 | 46 | F | 3 | College | Married | Less than $40K | Blue | 41 | 4 | 1 | 1 | 1489.000 | 949 | 0.650 | 4669 | 94 | 0.741 | 0.637 | 0 | 0 |
| 1149 | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 1 | 1 | 1 | 29528.000 | 1769 | 0.771 | 14428 | 119 | 0.700 | 0.060 | 0 | 0 |
| 1150 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 3 | 2036.000 | 1716 | 0.690 | 4161 | 75 | 0.744 | 0.843 | 0 | 0 |
| 1151 | 52 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1470.000 | 0 | 0.640 | 4095 | 63 | 0.750 | 0.000 | 0 | 0 |
| 1152 | 53 | M | 0 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 1 | 26129.000 | 1752 | 0.742 | 4919 | 75 | 0.744 | 0.067 | 0 | 0 |
| 1153 | 47 | F | 3 | Uneducated | Single | abc | Blue | 36 | 2 | 3 | 4 | 2952.000 | 0 | 0.820 | 2907 | 60 | 0.875 | 0.000 | 1 | 0 |
| 1154 | 44 | M | 3 | NaN | Married | $60K - $80K | Blue | 37 | 3 | 2 | 3 | 6224.000 | 0 | 0.738 | 1463 | 34 | 0.889 | 0.000 | 0 | 0 |
| 1155 | 41 | F | 3 | NaN | NaN | $40K - $60K | Blue | 30 | 1 | 2 | 3 | 5357.000 | 1272 | 0.708 | 7730 | 97 | 0.540 | 0.237 | 0 | 0 |
| 1156 | 44 | F | 3 | Graduate | Married | abc | Blue | 31 | 5 | 2 | 0 | 24936.000 | 2053 | 0.716 | 1810 | 38 | 0.727 | 0.082 | 0 | 0 |
| 1157 | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2138.000 | 1283 | 0.645 | 4785 | 85 | 0.518 | 0.600 | 0 | 0 |
| 1158 | 44 | F | 1 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 3 | 3 | 1780.000 | 1338 | 0.966 | 4268 | 87 | 0.673 | 0.752 | 0 | 0 |
| 1159 | 46 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 2219.000 | 1180 | 0.768 | 8686 | 91 | 0.625 | 0.532 | 0 | 0 |
| 1160 | 48 | M | 3 | NaN | Married | $40K - $60K | Blue | 35 | 6 | 3 | 4 | 2173.000 | 0 | 0.857 | 4251 | 60 | 0.714 | 0.000 | 0 | 0 |
| 1161 | 39 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 25 | 3 | 1 | 1 | 5494.000 | 1356 | 0.463 | 3566 | 81 | 0.884 | 0.247 | 0 | 0 |
| 1162 | 50 | M | 2 | NaN | Single | $120K + | Blue | 37 | 6 | 3 | 4 | 15341.000 | 1016 | 0.709 | 2916 | 65 | 0.548 | 0.066 | 0 | 0 |
| 1163 | 53 | F | 2 | College | Single | Less than $40K | Blue | 48 | 2 | 2 | 2 | 8259.000 | 1182 | 0.822 | 7957 | 88 | 0.544 | 0.143 | 0 | 0 |
| 1164 | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 47 | 3 | 4 | 3 | 1438.300 | 0 | 1.053 | 1154 | 22 | 0.375 | 0.000 | 1 | 1 |
| 1165 | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 6041.000 | 1355 | 0.685 | 1747 | 49 | 0.581 | 0.224 | 0 | 0 |
| 1166 | 60 | F | 0 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4115.000 | 1231 | 0.745 | 3627 | 61 | 1.179 | 0.299 | 0 | 0 |
| 1167 | 49 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 1 | 2 | 5456.000 | 951 | 0.737 | 1096 | 27 | 0.588 | 0.174 | 1 | 1 |
| 1168 | 40 | F | 4 | High School | Single | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 1554.000 | 412 | 0.568 | 2341 | 43 | 0.483 | 0.265 | 1 | 1 |
| 1169 | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 4 | 3 | 2 | 3638.000 | 0 | 0.837 | 16469 | 115 | 0.667 | 0.000 | 0 | 0 |
| 1170 | 51 | F | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 3 | 2 | 4 | 5930.000 | 0 | 1.190 | 2041 | 32 | 0.684 | 0.000 | 0 | 0 |
| 1171 | 36 | M | 2 | College | Single | $60K - $80K | Blue | 22 | 5 | 3 | 3 | 4511.000 | 754 | 0.905 | 2597 | 71 | 0.919 | 0.167 | 0 | 0 |
| 1172 | 51 | F | 0 | Graduate | Married | abc | Blue | 36 | 5 | 2 | 3 | 5862.000 | 2306 | 0.807 | 4305 | 51 | 1.318 | 0.393 | 0 | 0 |
| 1173 | 47 | M | 5 | Graduate | Married | $80K - $120K | Silver | 36 | 3 | 3 | 1 | 34516.000 | 760 | 0.407 | 3756 | 67 | 0.558 | 0.022 | 0 | 0 |
| 1174 | 35 | F | 0 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 3 | 2 | 3876.000 | 0 | 0.848 | 7712 | 73 | 0.825 | 0.000 | 1 | 1 |
| 1175 | 56 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 45 | 3 | 1 | 2 | 17628.000 | 1414 | 0.603 | 3991 | 76 | 0.617 | 0.080 | 0 | 0 |
| 1176 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1656.000 | 1429 | 0.777 | 4258 | 77 | 0.750 | 0.863 | 0 | 0 |
| 1177 | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8135.000 | 0 | 0.841 | 8620 | 67 | 0.971 | 0.000 | 1 | 1 |
| 1178 | 37 | M | 3 | Graduate | Single | $80K - $120K | Blue | 29 | 6 | 2 | 4 | 7199.000 | 1274 | 0.639 | 4552 | 100 | 0.786 | 0.177 | 0 | 0 |
| 1179 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 3429.000 | 0 | 0.637 | 4591 | 85 | 0.771 | 0.000 | 0 | 0 |
| 1180 | 47 | M | 3 | Graduate | Single | $80K - $120K | Blue | 32 | 2 | 1 | 1 | 11671.000 | 1304 | 0.491 | 4168 | 71 | 0.868 | 0.112 | 0 | 0 |
| 1181 | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1593.000 | 0 | 0.718 | 4004 | 76 | 0.652 | 0.000 | 0 | 0 |
| 1182 | 54 | M | 3 | High School | Single | $80K - $120K | Blue | 47 | 3 | 1 | 2 | 16494.000 | 1348 | 0.759 | 1302 | 36 | 0.385 | 0.082 | 0 | 0 |
| 1183 | 52 | M | 2 | Graduate | Divorced | $80K - $120K | Silver | 44 | 4 | 3 | 2 | 34516.000 | 751 | 0.357 | 5806 | 40 | 0.429 | 0.022 | 1 | 1 |
| 1184 | 60 | F | 0 | College | Divorced | Less than $40K | Blue | 50 | 5 | 3 | 2 | 3426.000 | 1650 | 0.622 | 4467 | 69 | 1.029 | 0.482 | 0 | 0 |
| 1185 | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 20 | 5 | 1 | 5 | 3983.000 | 431 | 0.887 | 3098 | 46 | 0.438 | 0.108 | 1 | 1 |
| 1186 | 49 | F | 3 | Uneducated | Married | abc | Blue | 36 | 5 | 3 | 3 | 1438.300 | 0 | 0.806 | 4869 | 73 | 0.825 | 0.000 | 0 | 0 |
| 1187 | 60 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 48 | 3 | 1 | 3 | 10264.000 | 2073 | 0.620 | 1685 | 45 | 0.364 | 0.202 | 0 | 0 |
| 1188 | 42 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 5821.000 | 0 | 0.859 | 4591 | 70 | 1.188 | 0.000 | 0 | 0 |
| 1189 | 45 | M | 2 | College | NaN | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 4718.000 | 1591 | 0.927 | 4598 | 80 | 1.000 | 0.337 | 0 | 0 |
| 1190 | 56 | M | 2 | High School | Married | $120K + | Blue | 37 | 3 | 1 | 2 | 12181.000 | 1702 | 0.834 | 1478 | 33 | 0.500 | 0.140 | 0 | 0 |
| 1191 | 54 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 1 | 3591.000 | 2517 | 0.665 | 2313 | 43 | 0.536 | 0.701 | 1 | 1 |
| 1192 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 19 | 6 | 3 | 2 | 25662.000 | 1515 | 0.556 | 1484 | 36 | 0.636 | 0.059 | 0 | 0 |
| 1193 | 39 | F | 0 | NaN | Married | $40K - $60K | Silver | 34 | 3 | 0 | 3 | 15142.000 | 0 | 0.761 | 2458 | 41 | 0.577 | 0.000 | 1 | 1 |
| 1194 | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 2 | 1933.000 | 1127 | 0.705 | 4833 | 71 | 0.690 | 0.583 | 0 | 0 |
| 1195 | 49 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 2 | 3 | 34516.000 | 0 | 1.621 | 1444 | 28 | 1.333 | 0.000 | 0 | 0 |
| 1196 | 51 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 7645.000 | 2076 | 0.759 | 7710 | 75 | 0.875 | 0.272 | 0 | 0 |
| 1197 | 49 | F | 0 | Graduate | Single | Less than $40K | Blue | 39 | 4 | 3 | 0 | 2434.000 | 0 | 0.788 | 4628 | 73 | 0.622 | 0.000 | 0 | 0 |
| 1198 | 53 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 11561.000 | 2189 | 0.742 | 2153 | 39 | 0.500 | 0.189 | 1 | 1 |
| 1199 | 48 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.000 | 787 | 0.763 | 1312 | 32 | 0.600 | 0.023 | 1 | 0 |
| 1200 | 47 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2926.000 | 0 | 0.676 | 1304 | 24 | 0.846 | 0.000 | 0 | 0 |
| 1201 | 31 | M | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1868.000 | 1515 | 1.359 | 2229 | 35 | 0.667 | 0.811 | 0 | 0 |
| 1202 | 43 | M | 2 | College | Married | $80K - $120K | Blue | 24 | 6 | 1 | 4 | 1669.000 | 0 | 0.698 | 3591 | 59 | 0.788 | 0.000 | 0 | 0 |
| 1203 | 49 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 16156.000 | 2517 | 0.804 | 4160 | 81 | 0.653 | 0.156 | 0 | 0 |
| 1204 | 48 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 4 | 6197.000 | 1219 | 0.552 | 3825 | 67 | 0.675 | 0.197 | 0 | 0 |
| 1205 | 50 | M | 2 | NaN | Single | $120K + | Blue | 45 | 6 | 2 | 4 | 32719.000 | 1650 | 0.717 | 4037 | 60 | 0.714 | 0.050 | 0 | 0 |
| 1206 | 59 | F | 1 | Graduate | Married | abc | Blue | 52 | 2 | 3 | 3 | 10133.000 | 1417 | 0.383 | 1068 | 20 | 0.818 | 0.140 | 0 | 1 |
| 1207 | 35 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 28 | 4 | 2 | 3 | 4587.000 | 1704 | 0.903 | 2968 | 65 | 0.806 | 0.371 | 0 | 0 |
| 1208 | 50 | F | 3 | High School | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 3367.000 | 1747 | 0.769 | 5657 | 91 | 0.517 | 0.519 | 0 | 0 |
| 1209 | 43 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 5 | 1 | 2 | 2510.000 | 1508 | 0.728 | 3623 | 63 | 0.853 | 0.601 | 0 | 0 |
| 1210 | 51 | M | 4 | Graduate | Single | $120K + | Blue | 39 | 6 | 4 | 1 | 19350.000 | 0 | 0.982 | 4657 | 70 | 0.795 | 0.000 | 0 | 0 |
| 1211 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 5 | 6 | 2 | 2759.000 | 2223 | 1.320 | 2093 | 42 | 1.000 | 0.806 | 0 | 0 |
| 1212 | 44 | F | 5 | Graduate | NaN | Less than $40K | Blue | 39 | 6 | 3 | 2 | 1545.000 | 0 | 0.749 | 2646 | 39 | 0.444 | 0.000 | 1 | 1 |
| 1213 | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 2896.000 | 0 | 0.961 | 4970 | 85 | 0.889 | 0.000 | 0 | 0 |
| 1214 | 47 | M | 5 | High School | Married | $80K - $120K | Blue | 37 | 2 | 2 | 2 | 9410.000 | 0 | 0.586 | 2178 | 41 | 0.864 | 0.000 | 1 | 1 |
| 1215 | 55 | F | 0 | Graduate | Single | Less than $40K | Silver | 49 | 1 | 2 | 3 | 12094.000 | 1870 | 0.845 | 8285 | 106 | 0.738 | 0.155 | 0 | 0 |
| 1216 | 48 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2680.000 | 1871 | 0.955 | 4592 | 78 | 0.902 | 0.698 | 0 | 0 |
| 1217 | 46 | F | 3 | College | Married | Less than $40K | Blue | 40 | 6 | 4 | 2 | 1438.300 | 0 | 0.714 | 4283 | 88 | 0.833 | 0.000 | 0 | 0 |
| 1218 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 1 | 2 | 5577.000 | 689 | 0.985 | 4256 | 70 | 1.121 | 0.124 | 0 | 0 |
| 1219 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 4141.000 | 1424 | 0.574 | 3512 | 65 | 0.477 | 0.344 | 0 | 0 |
| 1220 | 55 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1477.000 | 0 | 0.719 | 2419 | 49 | 0.531 | 0.000 | 1 | 1 |
| 1221 | 56 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 49 | 5 | 3 | 4 | 1438.300 | 0 | 0.770 | 1446 | 38 | 0.810 | 0.000 | 0 | 1 |
| 1222 | 35 | M | 2 | High School | Married | $40K - $60K | Blue | 21 | 3 | 3 | 1 | 2967.000 | 1843 | 0.681 | 1673 | 58 | 0.526 | 0.621 | 0 | 0 |
| 1223 | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 3785.000 | 1329 | 0.864 | 15209 | 104 | 0.891 | 0.351 | 0 | 0 |
| 1224 | 63 | M | 1 | High School | Single | Less than $40K | Blue | 51 | 5 | 3 | 2 | 6102.000 | 0 | 0.639 | 4527 | 67 | 0.558 | 0.000 | 0 | 0 |
| 1225 | 28 | F | 0 | Uneducated | Single | Less than $40K | Silver | 20 | 6 | 3 | 3 | 12793.000 | 1650 | 0.783 | 2671 | 67 | 0.763 | 0.129 | 0 | 0 |
| 1226 | 51 | F | 2 | College | Married | abc | Blue | 32 | 1 | 3 | 2 | 15048.000 | 2517 | 0.666 | 7592 | 96 | 0.524 | 0.167 | 0 | 0 |
| 1227 | 62 | F | 0 | College | Married | $40K - $60K | Blue | 49 | 6 | 1 | 2 | 1438.300 | 0 | 0.757 | 1281 | 32 | 1.000 | 0.000 | 0 | 0 |
| 1228 | 49 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 28390.000 | 1141 | 0.919 | 4631 | 76 | 0.949 | 0.040 | 0 | 0 |
| 1229 | 51 | F | 2 | Doctorate | Single | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1438.300 | 1153 | 0.866 | 4263 | 84 | 0.909 | 0.802 | 0 | 0 |
| 1230 | 46 | M | 2 | NaN | Single | $80K - $120K | Blue | 34 | 2 | 3 | 3 | 7077.000 | 0 | 0.838 | 2619 | 41 | 0.519 | 0.000 | 1 | 1 |
| 1231 | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 23 | 5 | 2 | 1 | 4761.000 | 1561 | 0.690 | 2045 | 53 | 1.650 | 0.328 | 0 | 0 |
| 1232 | 52 | M | 2 | Graduate | Single | $60K - $80K | Blue | 45 | 2 | 3 | 3 | 3460.000 | 0 | 0.466 | 2355 | 47 | 0.621 | 0.000 | 1 | 1 |
| 1233 | 37 | M | 1 | Doctorate | NaN | $60K - $80K | Blue | 36 | 1 | 3 | 1 | 7539.000 | 0 | 1.023 | 15293 | 129 | 0.743 | 0.000 | 0 | 0 |
| 1234 | 52 | F | 4 | High School | Single | Less than $40K | Blue | 44 | 1 | 1 | 3 | 5721.000 | 0 | 0.570 | 4188 | 79 | 0.881 | 0.000 | 0 | 0 |
| 1235 | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 2 | 1 | 1438.300 | 0 | 0.685 | 2153 | 35 | 0.346 | 0.000 | 1 | 1 |
| 1236 | 48 | M | 4 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 32838.000 | 1717 | 0.995 | 2538 | 42 | 0.400 | 0.052 | 1 | 1 |
| 1237 | 49 | M | 3 | College | Married | $60K - $80K | Blue | 39 | 5 | 3 | 3 | 2501.000 | 0 | 0.832 | 4837 | 87 | 0.740 | 0.000 | 0 | 0 |
| 1238 | 48 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 6182.000 | 1131 | 0.566 | 3546 | 63 | 0.615 | 0.183 | 0 | 0 |
| 1239 | 55 | M | 1 | Uneducated | Single | $60K - $80K | Silver | 46 | 4 | 2 | 4 | 25991.000 | 0 | 0.639 | 2996 | 62 | 0.879 | 0.000 | 0 | 0 |
| 1240 | 53 | M | 0 | High School | Single | $120K + | Silver | 44 | 2 | 4 | 4 | 34516.000 | 2297 | 0.416 | 1461 | 43 | 0.536 | 0.067 | 1 | 1 |
| 1241 | 49 | M | 0 | NaN | Married | $60K - $80K | Blue | 39 | 6 | 2 | 4 | 10177.000 | 1748 | 0.622 | 3557 | 64 | 0.939 | 0.172 | 0 | 0 |
| 1242 | 43 | M | 3 | NaN | NaN | $80K - $120K | Blue | 38 | 6 | 2 | 3 | 20348.000 | 1732 | 0.674 | 1624 | 27 | 0.688 | 0.085 | 0 | 0 |
| 1243 | 48 | F | 3 | Graduate | Married | $40K - $60K | Silver | 40 | 5 | 3 | 4 | 18965.000 | 2262 | 0.592 | 3066 | 69 | 0.816 | 0.119 | 0 | 0 |
| 1244 | 57 | M | 4 | High School | Married | $80K - $120K | Blue | 38 | 4 | 1 | 3 | 15428.000 | 1553 | 0.747 | 1916 | 40 | 0.538 | 0.101 | 0 | 0 |
| 1245 | 56 | M | 3 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 2 | 20501.000 | 561 | 0.779 | 15162 | 99 | 0.678 | 0.027 | 0 | 0 |
| 1246 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 3 | 3 | 2469.000 | 1826 | 0.666 | 3837 | 74 | 0.721 | 0.740 | 0 | 0 |
| 1247 | 44 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 5 | 3 | 0 | 22143.000 | 730 | 0.871 | 4263 | 62 | 0.632 | 0.033 | 0 | 0 |
| 1248 | 49 | M | 3 | High School | Married | $60K - $80K | Gold | 42 | 3 | 1 | 4 | 34516.000 | 0 | 0.838 | 15095 | 102 | 0.759 | 0.000 | 0 | 0 |
| 1249 | 56 | M | 3 | NaN | Married | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 12248.000 | 0 | 0.894 | 767 | 25 | 0.562 | 0.000 | 1 | 1 |
| 1250 | 48 | M | 3 | NaN | Single | $80K - $120K | Blue | 44 | 5 | 1 | 3 | 16794.000 | 1527 | 0.912 | 4040 | 76 | 0.689 | 0.091 | 0 | 0 |
| 1251 | 59 | M | 0 | Uneducated | NaN | $60K - $80K | Blue | 48 | 2 | 6 | 2 | 13172.000 | 0 | 0.876 | 2598 | 47 | 0.621 | 0.000 | 1 | 1 |
| 1252 | 52 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 40 | 4 | 3 | 2 | 1438.300 | 797 | 0.870 | 4673 | 69 | 0.568 | 0.554 | 0 | 0 |
| 1253 | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 5 | 2 | 4255.000 | 0 | 0.948 | 4606 | 79 | 0.795 | 0.000 | 0 | 0 |
| 1254 | 40 | F | 3 | College | NaN | abc | Blue | 28 | 2 | 3 | 1 | 2321.000 | 1190 | 0.736 | 5149 | 98 | 0.661 | 0.513 | 0 | 0 |
| 1255 | 47 | F | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 3 | 0 | 1 | 4254.000 | 1204 | 0.538 | 5385 | 93 | 0.691 | 0.283 | 0 | 0 |
| 1256 | 37 | F | 2 | High School | Married | Less than $40K | Blue | 31 | 5 | 3 | 3 | 2352.000 | 0 | 1.467 | 2344 | 48 | 0.920 | 0.000 | 0 | 0 |
| 1257 | 50 | F | 2 | High School | Married | Less than $40K | Silver | 37 | 1 | 3 | 2 | 13384.000 | 0 | 0.696 | 4773 | 77 | 0.674 | 0.000 | 0 | 0 |
| 1258 | 26 | M | 0 | NaN | Single | $40K - $60K | Blue | 19 | 5 | 2 | 2 | 2187.000 | 1597 | 0.777 | 2560 | 46 | 0.314 | 0.730 | 0 | 0 |
| 1259 | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 27 | 3 | 1 | 2 | 34516.000 | 0 | 0.834 | 3193 | 53 | 0.559 | 0.000 | 0 | 1 |
| 1260 | 44 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 9183.000 | 2191 | 0.582 | 4503 | 69 | 0.643 | 0.239 | 0 | 0 |
| 1261 | 61 | M | 0 | High School | Divorced | $60K - $80K | Blue | 51 | 6 | 3 | 4 | 5852.000 | 1935 | 0.829 | 3689 | 55 | 0.618 | 0.331 | 0 | 0 |
| 1262 | 59 | M | 1 | Graduate | Single | abc | Blue | 36 | 1 | 5 | 2 | 12265.000 | 1412 | 0.643 | 7470 | 82 | 0.783 | 0.115 | 0 | 0 |
| 1263 | 56 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 4 | 1 | 4 | 8902.000 | 1932 | 0.781 | 969 | 29 | 1.071 | 0.217 | 0 | 1 |
| 1264 | 62 | F | 0 | High School | Single | Less than $40K | Blue | 50 | 3 | 3 | 3 | 3989.000 | 0 | 0.997 | 4274 | 68 | 0.545 | 0.000 | 0 | 0 |
| 1265 | 43 | M | 5 | NaN | Single | $60K - $80K | Blue | 24 | 3 | 1 | 3 | 4556.000 | 0 | 0.961 | 4273 | 82 | 0.640 | 0.000 | 0 | 0 |
| 1266 | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 6905.000 | 2303 | 0.712 | 1370 | 25 | 0.786 | 0.334 | 0 | 0 |
| 1267 | 52 | M | 3 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 3 | 3 | 25410.000 | 0 | 0.559 | 5472 | 70 | 0.591 | 0.000 | 0 | 1 |
| 1268 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1768.000 | 1242 | 0.776 | 4439 | 65 | 0.806 | 0.702 | 0 | 0 |
| 1269 | 46 | F | 4 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1438.300 | 0 | 0.749 | 3880 | 74 | 0.721 | 0.000 | 0 | 0 |
| 1270 | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 5 | 4396.000 | 1489 | 1.258 | 3942 | 69 | 0.816 | 0.339 | 0 | 0 |
| 1271 | 47 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 8322.000 | 0 | 0.860 | 3700 | 62 | 1.000 | 0.000 | 0 | 0 |
| 1272 | 42 | M | 3 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 2012.000 | 0 | 0.310 | 3282 | 66 | 0.650 | 0.000 | 0 | 0 |
| 1273 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 4 | 1 | 2 | 2252.000 | 1811 | 0.680 | 4201 | 68 | 1.125 | 0.804 | 0 | 0 |
| 1274 | 49 | F | 3 | Graduate | NaN | Less than $40K | Blue | 39 | 4 | 2 | 0 | 4389.000 | 981 | 0.650 | 3598 | 75 | 0.705 | 0.224 | 0 | 0 |
| 1275 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 44 | 6 | 3 | 0 | 7819.000 | 1560 | 0.827 | 1582 | 25 | 0.786 | 0.200 | 0 | 0 |
| 1276 | 59 | M | 0 | Graduate | Single | $60K - $80K | Blue | 46 | 2 | 3 | 2 | 17218.000 | 1829 | 0.638 | 7971 | 97 | 0.830 | 0.106 | 0 | 0 |
| 1277 | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 25 | 3 | 1 | 2 | 1438.300 | 0 | 0.744 | 4434 | 73 | 0.780 | 0.000 | 0 | 0 |
| 1278 | 46 | M | 0 | College | Single | $80K - $120K | Blue | 39 | 2 | 3 | 3 | 16983.000 | 0 | 1.061 | 8526 | 79 | 0.837 | 0.000 | 1 | 1 |
| 1279 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 2 | 1 | 18477.000 | 0 | 0.771 | 8695 | 95 | 0.583 | 0.000 | 0 | 0 |
| 1280 | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 19 | 5 | 2 | 3 | 1705.000 | 0 | 0.604 | 3342 | 62 | 0.824 | 0.000 | 0 | 0 |
| 1281 | 65 | F | 0 | NaN | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2279.000 | 1789 | 0.865 | 4091 | 82 | 0.907 | 0.785 | 0 | 0 |
| 1282 | 41 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 2 | 6 | 2 | 4451.000 | 0 | 0.726 | 4456 | 75 | 0.974 | 0.000 | 0 | 0 |
| 1283 | 50 | M | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 6 | 3 | 3 | 2845.000 | 1153 | 0.836 | 3730 | 66 | 0.941 | 0.405 | 0 | 0 |
| 1284 | 48 | F | 2 | Graduate | Married | abc | Blue | 42 | 4 | 2 | 0 | 10514.000 | 1494 | 0.649 | 4949 | 76 | 0.810 | 0.142 | 0 | 0 |
| 1285 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 39 | 1 | 2 | 3 | 8767.000 | 1684 | 0.786 | 8066 | 79 | 0.549 | 0.192 | 0 | 0 |
| 1286 | 49 | F | 1 | NaN | Married | Less than $40K | Blue | 37 | 5 | 5 | 2 | 3208.000 | 0 | 0.923 | 4531 | 86 | 0.830 | 0.000 | 0 | 0 |
| 1287 | 51 | M | 0 | Uneducated | Divorced | $120K + | Blue | 41 | 4 | 1 | 0 | 23898.000 | 0 | 0.486 | 3781 | 66 | 0.610 | 0.000 | 0 | 0 |
| 1288 | 35 | M | 0 | NaN | Married | $120K + | Blue | 36 | 5 | 2 | 1 | 3176.000 | 1510 | 0.885 | 2074 | 48 | 0.920 | 0.475 | 0 | 0 |
| 1289 | 40 | F | 5 | Graduate | NaN | Less than $40K | Blue | 36 | 2 | 2 | 3 | 4512.000 | 1172 | 0.706 | 14414 | 98 | 0.815 | 0.260 | 0 | 0 |
| 1290 | 38 | M | 3 | Uneducated | Single | $60K - $80K | Silver | 31 | 5 | 3 | 2 | 34516.000 | 1566 | 1.106 | 3961 | 53 | 0.893 | 0.045 | 0 | 0 |
| 1291 | 37 | F | 2 | Uneducated | Married | abc | Blue | 22 | 4 | 3 | 3 | 7927.000 | 996 | 0.521 | 4094 | 85 | 0.771 | 0.126 | 0 | 0 |
| 1292 | 37 | M | 3 | College | Married | $60K - $80K | Blue | 19 | 2 | 3 | 4 | 3100.000 | 2517 | 0.350 | 694 | 12 | 0.200 | 0.812 | 1 | 1 |
| 1293 | 39 | F | 1 | Graduate | Single | Less than $40K | Silver | 30 | 5 | 2 | 2 | 10190.000 | 891 | 0.678 | 3768 | 59 | 0.967 | 0.087 | 0 | 0 |
| 1294 | 58 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 39 | 4 | 2 | 3 | 3742.000 | 2517 | 0.750 | 16401 | 121 | 0.806 | 0.673 | 0 | 0 |
| 1295 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 6 | 1 | 5950.000 | 1117 | 0.570 | 4682 | 89 | 0.679 | 0.188 | 0 | 0 |
| 1296 | 57 | F | 3 | College | Single | Less than $40K | Blue | 51 | 5 | 1 | 0 | 2894.000 | 0 | 0.886 | 5405 | 87 | 0.706 | 0.000 | 0 | 0 |
| 1297 | 41 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 1950.000 | 1618 | 0.750 | 3357 | 47 | 0.880 | 0.830 | 0 | 0 |
| 1298 | 57 | M | 2 | Uneducated | Single | $120K + | Blue | 46 | 3 | 2 | 3 | 34516.000 | 1244 | 0.606 | 15176 | 126 | 0.800 | 0.036 | 0 | 0 |
| 1299 | 48 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 1641.000 | 0 | 0.791 | 2536 | 45 | 0.364 | 0.000 | 1 | 1 |
| 1300 | 39 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2092.000 | 0 | 0.422 | 2015 | 33 | 0.269 | 0.000 | 1 | 1 |
| 1301 | 44 | F | 1 | NaN | Married | Less than $40K | Blue | 38 | 5 | 2 | 4 | 3242.000 | 799 | 0.459 | 1424 | 37 | 0.028 | 0.246 | 0 | 1 |
| 1302 | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.300 | 855 | 0.662 | 4890 | 53 | 0.893 | 0.594 | 0 | 1 |
| 1303 | 45 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 9234.000 | 0 | 0.629 | 2586 | 44 | 0.257 | 0.000 | 1 | 1 |
| 1304 | 47 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2765.000 | 901 | 0.898 | 4990 | 80 | 0.905 | 0.326 | 0 | 0 |
| 1305 | 53 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 4753.000 | 2472 | 1.274 | 2242 | 49 | 0.815 | 0.520 | 0 | 0 |
| 1306 | 45 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 5562.000 | 1556 | 0.751 | 4568 | 76 | 0.767 | 0.280 | 0 | 0 |
| 1307 | 26 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 13 | 5 | 3 | 2 | 2902.000 | 1668 | 0.621 | 2088 | 34 | 0.478 | 0.575 | 0 | 0 |
| 1308 | 36 | F | 4 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 3 | 2 | 2002.000 | 1377 | 0.671 | 2411 | 60 | 0.714 | 0.688 | 0 | 0 |
| 1309 | 46 | F | 5 | Graduate | Married | $40K - $60K | Blue | 33 | 3 | 1 | 1 | 1438.300 | 883 | 0.708 | 4474 | 63 | 0.853 | 0.614 | 0 | 0 |
| 1310 | 49 | M | 1 | High School | Single | $120K + | Blue | 44 | 6 | 2 | 3 | 1438.300 | 1058 | 0.560 | 4109 | 72 | 0.800 | 0.736 | 0 | 0 |
| 1311 | 51 | M | 2 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 3 | 14902.000 | 0 | 0.312 | 2038 | 39 | 0.625 | 0.000 | 1 | 1 |
| 1312 | 51 | F | 1 | NaN | Single | abc | Blue | 45 | 2 | 2 | 3 | 6519.000 | 2178 | 0.739 | 4505 | 71 | 0.732 | 0.334 | 0 | 0 |
| 1313 | 45 | F | 5 | NaN | Single | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2679.000 | 1558 | 0.997 | 4756 | 73 | 0.553 | 0.582 | 0 | 0 |
| 1314 | 43 | F | 1 | High School | NaN | $40K - $60K | Blue | 35 | 6 | 3 | 2 | 1766.000 | 0 | 0.779 | 4808 | 87 | 0.673 | 0.000 | 0 | 0 |
| 1315 | 41 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 1 | 4941.000 | 1040 | 0.765 | 7631 | 91 | 0.596 | 0.210 | 0 | 0 |
| 1316 | 37 | M | 1 | High School | Single | $40K - $60K | Blue | 25 | 3 | 2 | 3 | 2608.000 | 1799 | 0.732 | 2565 | 72 | 0.636 | 0.690 | 0 | 0 |
| 1317 | 44 | F | 3 | High School | Single | abc | Blue | 31 | 5 | 6 | 4 | 10262.000 | 1888 | 0.508 | 3553 | 65 | 0.757 | 0.184 | 0 | 0 |
| 1318 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 3 | 1809.000 | 1181 | 0.656 | 4452 | 83 | 0.596 | 0.653 | 0 | 0 |
| 1319 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 37 | 2 | 3 | 0 | 15821.000 | 1334 | 0.810 | 8927 | 103 | 0.635 | 0.084 | 0 | 0 |
| 1320 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 5 | 2 | 4 | 2469.000 | 2410 | 0.544 | 1027 | 20 | 0.176 | 0.976 | 1 | 1 |
| 1321 | 37 | M | 3 | NaN | Married | $60K - $80K | Blue | 29 | 5 | 1 | 5 | 2576.000 | 1640 | 1.128 | 2568 | 34 | 0.889 | 0.637 | 0 | 0 |
| 1322 | 38 | M | 2 | NaN | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 20241.000 | 1203 | 0.660 | 1102 | 31 | 0.632 | 0.059 | 0 | 1 |
| 1323 | 46 | M | 3 | College | Single | $80K - $120K | Silver | 32 | 2 | 1 | 3 | 34516.000 | 1954 | 0.755 | 7594 | 69 | 0.725 | 0.057 | 0 | 1 |
| 1324 | 41 | M | 3 | NaN | Married | $80K - $120K | Blue | 22 | 3 | 3 | 4 | 20543.000 | 0 | 0.547 | 1874 | 42 | 0.615 | 0.000 | 1 | 1 |
| 1325 | 45 | M | 3 | Uneducated | Single | $120K + | Blue | 35 | 2 | 3 | 5 | 7135.000 | 2517 | 0.631 | 2305 | 42 | 0.448 | 0.353 | 1 | 1 |
| 1326 | 42 | F | 1 | Doctorate | Single | Less than $40K | Blue | 35 | 5 | 1 | 3 | 2725.000 | 2444 | 0.959 | 4965 | 85 | 0.809 | 0.897 | 0 | 0 |
| 1327 | 47 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2500.000 | 1169 | 0.638 | 4265 | 87 | 0.812 | 0.468 | 0 | 0 |
| 1328 | 29 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 4 | 1 | 4 | 2710.000 | 629 | 0.771 | 1718 | 37 | 0.762 | 0.232 | 0 | 0 |
| 1329 | 56 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 1 | 2 | 2 | 1891.000 | 1134 | 0.636 | 5255 | 77 | 0.833 | 0.600 | 0 | 0 |
| 1330 | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1905.000 | 0 | 0.845 | 3120 | 46 | 0.586 | 0.000 | 1 | 1 |
| 1331 | 30 | M | 1 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 3 | 2 | 9959.000 | 2377 | 1.100 | 1560 | 39 | 0.696 | 0.239 | 0 | 0 |
| 1332 | 56 | F | 3 | College | Single | abc | Blue | 43 | 6 | 1 | 3 | 1816.000 | 1052 | 0.547 | 4175 | 65 | 0.667 | 0.579 | 0 | 0 |
| 1333 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 7428.000 | 0 | 0.873 | 8078 | 62 | 0.722 | 0.000 | 1 | 1 |
| 1334 | 51 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1438.300 | 1141 | 0.690 | 4485 | 85 | 0.889 | 0.793 | 0 | 0 |
| 1335 | 49 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 45 | 2 | 1 | 1 | 4778.000 | 1351 | 0.785 | 7590 | 74 | 0.682 | 0.283 | 0 | 0 |
| 1336 | 49 | F | 3 | Graduate | Divorced | abc | Blue | 42 | 2 | 2 | 3 | 14072.000 | 1917 | 0.653 | 13432 | 107 | 0.981 | 0.136 | 0 | 0 |
| 1337 | 53 | F | 1 | High School | Single | Less than $40K | Blue | 41 | 6 | 2 | 2 | 8693.000 | 796 | 0.864 | 4755 | 69 | 0.533 | 0.092 | 0 | 0 |
| 1338 | 57 | M | 4 | Graduate | Single | $120K + | Blue | 52 | 2 | 3 | 2 | 25808.000 | 0 | 0.712 | 7794 | 94 | 0.843 | 0.000 | 0 | 0 |
| 1339 | 50 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 1 | 1 | 34516.000 | 1871 | 0.356 | 4054 | 75 | 0.364 | 0.054 | 0 | 0 |
| 1340 | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 4370.000 | 0 | 0.791 | 4326 | 74 | 0.721 | 0.000 | 0 | 0 |
| 1341 | 63 | M | 0 | Graduate | Single | abc | Blue | 36 | 6 | 3 | 2 | 7108.000 | 600 | 0.813 | 3787 | 68 | 0.619 | 0.084 | 0 | 0 |
| 1342 | 46 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 19843.000 | 1178 | 0.909 | 1638 | 49 | 0.633 | 0.059 | 0 | 0 |
| 1343 | 55 | M | 2 | Doctorate | Single | Less than $40K | Blue | 44 | 2 | 2 | 2 | 3897.000 | 1247 | 0.689 | 3681 | 62 | 0.632 | 0.320 | 0 | 0 |
| 1344 | 48 | F | 5 | NaN | Married | Less than $40K | Blue | 43 | 1 | 1 | 3 | 2876.000 | 1628 | 0.631 | 4752 | 80 | 0.739 | 0.566 | 0 | 0 |
| 1345 | 42 | M | 5 | Graduate | Married | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 10607.000 | 2517 | 1.197 | 1903 | 40 | 0.538 | 0.237 | 0 | 0 |
| 1346 | 45 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 2 | 2 | 9433.000 | 1578 | 0.660 | 3910 | 81 | 0.653 | 0.167 | 0 | 0 |
| 1347 | 37 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 3490.000 | 1421 | 1.125 | 3392 | 80 | 0.860 | 0.407 | 0 | 0 |
| 1348 | 50 | F | 4 | Doctorate | Married | abc | Silver | 36 | 3 | 2 | 1 | 34516.000 | 2096 | 0.666 | 7042 | 73 | 0.553 | 0.061 | 0 | 0 |
| 1349 | 36 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5257.000 | 1572 | 0.732 | 2822 | 73 | 0.659 | 0.299 | 0 | 0 |
| 1350 | 49 | F | 2 | High School | Divorced | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 7231.000 | 2517 | 0.865 | 3912 | 67 | 0.763 | 0.348 | 0 | 0 |
| 1351 | 44 | F | 3 | Graduate | Married | abc | Blue | 27 | 5 | 1 | 1 | 7751.000 | 1965 | 0.782 | 4543 | 90 | 0.731 | 0.254 | 0 | 0 |
| 1352 | 50 | M | 0 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 6 | 3 | 3 | 9474.000 | 1021 | 0.557 | 3240 | 54 | 0.588 | 0.108 | 0 | 0 |
| 1353 | 46 | M | 4 | College | Single | $60K - $80K | Blue | 34 | 5 | 3 | 4 | 2369.000 | 1405 | 0.624 | 3034 | 51 | 0.889 | 0.593 | 0 | 1 |
| 1354 | 40 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 35 | 2 | 3 | 3 | 4772.000 | 2004 | 0.696 | 14748 | 118 | 0.761 | 0.420 | 0 | 0 |
| 1355 | 63 | M | 1 | Graduate | NaN | Less than $40K | Blue | 52 | 6 | 3 | 3 | 1438.300 | 0 | 0.854 | 3913 | 78 | 0.500 | 0.000 | 0 | 0 |
| 1356 | 52 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 33 | 5 | 3 | 2 | 3388.000 | 2517 | 0.919 | 15313 | 91 | 0.784 | 0.743 | 0 | 0 |
| 1357 | 49 | M | 4 | High School | Single | $80K - $120K | Blue | 38 | 4 | 3 | 0 | 31302.000 | 1953 | 0.875 | 1564 | 35 | 2.182 | 0.062 | 0 | 0 |
| 1358 | 47 | F | 2 | Post-Graduate | Divorced | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 5624.000 | 1216 | 0.691 | 3843 | 66 | 1.000 | 0.216 | 0 | 0 |
| 1359 | 40 | F | 3 | Graduate | Married | abc | Blue | 25 | 1 | 2 | 3 | 6888.000 | 1878 | 1.059 | 9038 | 64 | 0.829 | 0.273 | 1 | 1 |
| 1360 | 59 | M | 1 | NaN | Single | $40K - $60K | Silver | 51 | 2 | 2 | 1 | 15164.000 | 1071 | 0.900 | 13062 | 103 | 0.717 | 0.071 | 0 | 0 |
| 1361 | 48 | F | 5 | Uneducated | Married | $40K - $60K | Blue | 43 | 4 | 1 | 3 | 2866.000 | 921 | 0.654 | 4615 | 72 | 0.600 | 0.321 | 0 | 0 |
| 1362 | 40 | F | 1 | Graduate | NaN | Less than $40K | Blue | 30 | 5 | 1 | 1 | 7554.000 | 1848 | 0.767 | 4150 | 64 | 0.524 | 0.245 | 0 | 0 |
| 1363 | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 20 | 1 | 2 | 2 | 32554.000 | 0 | 0.872 | 8528 | 87 | 1.122 | 0.000 | 1 | 1 |
| 1364 | 51 | F | 4 | NaN | Married | Less than $40K | Blue | 32 | 2 | 2 | 3 | 2350.000 | 1272 | 0.873 | 4647 | 86 | 0.911 | 0.541 | 0 | 0 |
| 1365 | 42 | M | 3 | High School | NaN | $40K - $60K | Blue | 37 | 6 | 2 | 4 | 2793.000 | 1661 | 1.117 | 3247 | 69 | 0.865 | 0.595 | 0 | 0 |
| 1366 | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 5 | 3 | 4 | 27876.000 | 557 | 0.768 | 4654 | 88 | 0.660 | 0.020 | 0 | 0 |
| 1367 | 51 | M | 3 | Uneducated | Married | $80K - $120K | Silver | 37 | 1 | 2 | 1 | 34516.000 | 0 | 0.814 | 8736 | 97 | 0.702 | 0.000 | 0 | 0 |
| 1368 | 48 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 1536.000 | 1017 | 0.589 | 3816 | 71 | 0.449 | 0.662 | 0 | 0 |
| 1369 | 62 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 49 | 4 | 1 | 2 | 12814.000 | 1010 | 0.869 | 3566 | 76 | 0.551 | 0.079 | 0 | 0 |
| 1370 | 37 | M | 1 | High School | Married | $40K - $60K | Blue | 28 | 3 | 4 | 2 | 3601.000 | 1236 | 0.726 | 1802 | 34 | 0.478 | 0.343 | 0 | 0 |
| 1371 | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 23 | 2 | 1 | 1 | 1438.300 | 0 | 0.728 | 4494 | 82 | 0.708 | 0.000 | 0 | 0 |
| 1372 | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 3 | 3 | 4 | 1809.000 | 0 | 0.569 | 2123 | 44 | 0.571 | 0.000 | 1 | 1 |
| 1373 | 37 | F | 1 | High School | Single | abc | Blue | 36 | 6 | 2 | 2 | 16594.000 | 1931 | 0.702 | 2134 | 47 | 0.808 | 0.116 | 0 | 0 |
| 1374 | 42 | M | 1 | College | Married | $60K - $80K | Silver | 29 | 5 | 2 | 2 | 26750.000 | 1204 | 0.428 | 1131 | 29 | 0.318 | 0.045 | 0 | 1 |
| 1375 | 59 | M | 0 | Post-Graduate | Married | $80K - $120K | Blue | 46 | 5 | 4 | 2 | 6526.000 | 489 | 0.678 | 2331 | 45 | 0.452 | 0.075 | 1 | 1 |
| 1376 | 51 | M | 0 | NaN | Married | $60K - $80K | Blue | 43 | 4 | 1 | 2 | 3797.000 | 1202 | 0.695 | 4191 | 65 | 0.757 | 0.317 | 0 | 0 |
| 1377 | 52 | M | 3 | NaN | Single | $80K - $120K | Blue | 44 | 1 | 2 | 4 | 3526.000 | 2429 | 0.712 | 7775 | 63 | 0.909 | 0.689 | 1 | 1 |
| 1378 | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 6 | 4005.000 | 0 | 0.896 | 7022 | 75 | 0.667 | 0.000 | 1 | 1 |
| 1379 | 63 | M | 0 | NaN | Single | $40K - $60K | Silver | 54 | 4 | 3 | 3 | 18064.000 | 1695 | 0.838 | 3434 | 71 | 0.479 | 0.094 | 0 | 0 |
| 1380 | 50 | F | 1 | High School | Married | Less than $40K | Blue | 32 | 4 | 1 | 3 | 2055.000 | 1276 | 0.869 | 5025 | 70 | 0.707 | 0.621 | 0 | 0 |
| 1381 | 48 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 4 | 1 | 3 | 9336.000 | 1672 | 0.696 | 1391 | 39 | 0.625 | 0.179 | 0 | 0 |
| 1382 | 49 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 38 | 6 | 2 | 1 | 3343.000 | 1820 | 0.727 | 4507 | 63 | 0.703 | 0.544 | 0 | 0 |
| 1383 | 53 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 3 | 5 | 1438.300 | 1030 | 0.609 | 1985 | 38 | 0.407 | 0.716 | 1 | 1 |
| 1384 | 60 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3239.000 | 2356 | 0.621 | 4621 | 91 | 0.750 | 0.727 | 0 | 0 |
| 1385 | 50 | M | 1 | NaN | Single | $120K + | Blue | 37 | 4 | 3 | 2 | 32563.000 | 0 | 1.013 | 9220 | 81 | 0.884 | 0.000 | 1 | 1 |
| 1386 | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 6 | 3 | 0 | 2506.000 | 0 | 0.598 | 1687 | 62 | 0.590 | 0.000 | 0 | 0 |
| 1387 | 48 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 1 | 1630.000 | 1243 | 0.400 | 1884 | 43 | 0.303 | 0.763 | 1 | 1 |
| 1388 | 41 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 12084.000 | 1638 | 0.695 | 4506 | 90 | 0.957 | 0.136 | 0 | 0 |
| 1389 | 35 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2158.000 | 1299 | 0.733 | 4946 | 73 | 0.973 | 0.602 | 0 | 0 |
| 1390 | 45 | M | 3 | High School | NaN | $80K - $120K | Blue | 34 | 1 | 2 | 3 | 26438.000 | 1655 | 0.920 | 8029 | 81 | 0.723 | 0.063 | 0 | 0 |
| 1391 | 35 | F | 4 | Uneducated | Married | abc | Blue | 25 | 2 | 3 | 2 | 3379.000 | 587 | 0.670 | 5121 | 80 | 0.702 | 0.174 | 0 | 0 |
| 1392 | 36 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 3 | 3 | 2032.000 | 1003 | 1.005 | 2454 | 46 | 0.586 | 0.494 | 0 | 1 |
| 1393 | 43 | F | 3 | NaN | Single | $40K - $60K | Silver | 36 | 2 | 3 | 4 | 19713.000 | 531 | 0.792 | 8301 | 70 | 0.591 | 0.027 | 1 | 1 |
| 1394 | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 2636.000 | 1257 | 0.661 | 7136 | 82 | 0.608 | 0.477 | 0 | 0 |
| 1395 | 41 | F | 5 | NaN | Married | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1588.000 | 0 | 0.634 | 2561 | 61 | 0.649 | 0.000 | 1 | 1 |
| 1396 | 36 | M | 2 | College | Married | $40K - $60K | Gold | 23 | 1 | 1 | 3 | 23981.000 | 0 | 0.827 | 15236 | 120 | 0.875 | 0.000 | 0 | 0 |
| 1397 | 51 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3747.000 | 2268 | 0.709 | 4609 | 87 | 0.740 | 0.605 | 0 | 0 |
| 1398 | 56 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 1 | 1438.300 | 0 | 0.913 | 4323 | 77 | 0.571 | 0.000 | 0 | 0 |
| 1399 | 55 | M | 3 | High School | Single | $120K + | Blue | 51 | 3 | 1 | 3 | 34516.000 | 1266 | 0.846 | 1161 | 26 | 0.368 | 0.037 | 0 | 0 |
| 1400 | 40 | F | 5 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 3144.000 | 1787 | 0.685 | 4758 | 67 | 0.558 | 0.568 | 0 | 0 |
| 1401 | 38 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 6 | 2 | 4 | 5535.000 | 1276 | 0.636 | 1764 | 38 | 0.900 | 0.231 | 0 | 0 |
| 1402 | 43 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 32 | 2 | 1 | 2 | 24244.000 | 1649 | 0.776 | 8074 | 84 | 0.647 | 0.068 | 0 | 0 |
| 1403 | 49 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 37 | 2 | 1 | 3 | 7045.000 | 1293 | 0.628 | 7381 | 98 | 0.607 | 0.184 | 0 | 0 |
| 1404 | 59 | F | 0 | NaN | Married | Less than $40K | Blue | 53 | 4 | 3 | 2 | 5512.000 | 1124 | 1.391 | 1975 | 49 | 1.579 | 0.204 | 0 | 0 |
| 1405 | 44 | F | 3 | NaN | Single | $40K - $60K | Blue | 26 | 4 | 3 | 0 | 7277.000 | 0 | 0.758 | 4458 | 71 | 0.578 | 0.000 | 0 | 0 |
| 1406 | 57 | M | 2 | High School | Single | $60K - $80K | Silver | 45 | 5 | 2 | 3 | 33211.000 | 0 | 0.732 | 3662 | 81 | 0.761 | 0.000 | 0 | 0 |
| 1407 | 45 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 4 | 11189.000 | 2517 | 2.041 | 2959 | 58 | 1.231 | 0.225 | 0 | 0 |
| 1408 | 40 | F | 5 | High School | Married | Less than $40K | Blue | 31 | 4 | 2 | 2 | 2813.000 | 2208 | 0.877 | 4491 | 68 | 0.744 | 0.785 | 0 | 0 |
| 1409 | 57 | M | 2 | Graduate | Single | $120K + | Silver | 51 | 6 | 3 | 4 | 34516.000 | 1417 | 0.966 | 4303 | 77 | 0.638 | 0.041 | 0 | 0 |
| 1410 | 38 | F | 2 | High School | Married | abc | Blue | 27 | 5 | 2 | 1 | 14831.000 | 1302 | 0.916 | 4467 | 73 | 0.698 | 0.088 | 0 | 0 |
| 1411 | 53 | F | 2 | College | Single | abc | Blue | 49 | 2 | 2 | 4 | 10195.000 | 0 | 0.629 | 2489 | 54 | 0.385 | 0.000 | 1 | 1 |
| 1412 | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 4 | 2 | 3 | 4180.000 | 688 | 0.747 | 3750 | 76 | 0.727 | 0.165 | 0 | 0 |
| 1413 | 59 | F | 0 | College | Married | $40K - $60K | Blue | 53 | 3 | 2 | 0 | 1438.300 | 0 | 0.896 | 4457 | 79 | 0.927 | 0.000 | 0 | 0 |
| 1414 | 53 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 47 | 6 | 1 | 1 | 22855.000 | 0 | 0.741 | 3711 | 83 | 0.804 | 0.000 | 0 | 0 |
| 1415 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 2209.000 | 0 | 0.749 | 4419 | 68 | 0.619 | 0.000 | 0 | 0 |
| 1416 | 46 | M | 2 | Uneducated | Single | $120K + | Blue | 32 | 2 | 3 | 1 | 34516.000 | 2328 | 0.855 | 15754 | 121 | 0.729 | 0.067 | 0 | 0 |
| 1417 | 60 | F | 1 | Graduate | Single | abc | Blue | 51 | 3 | 3 | 4 | 23566.000 | 1147 | 0.629 | 4274 | 64 | 0.641 | 0.049 | 0 | 0 |
| 1418 | 55 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 36 | 1 | 2 | 1 | 3150.000 | 2222 | 0.794 | 14750 | 96 | 0.655 | 0.705 | 0 | 0 |
| 1419 | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 2 | 1 | 2080.000 | 1799 | 0.651 | 5130 | 82 | 0.864 | 0.865 | 0 | 0 |
| 1420 | 26 | M | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 6 | 1 | 2 | 3290.000 | 1616 | 0.466 | 2781 | 54 | 0.350 | 0.491 | 0 | 0 |
| 1421 | 57 | M | 3 | Graduate | Divorced | $80K - $120K | Silver | 36 | 6 | 3 | 4 | 34516.000 | 1384 | 0.887 | 4745 | 69 | 0.605 | 0.040 | 0 | 0 |
| 1422 | 53 | F | 4 | High School | Divorced | $40K - $60K | Blue | 43 | 3 | 1 | 2 | 10948.000 | 482 | 0.742 | 16230 | 111 | 0.947 | 0.044 | 0 | 0 |
| 1423 | 38 | F | 3 | High School | Married | abc | Blue | 32 | 4 | 2 | 1 | 11594.000 | 2072 | 0.983 | 2320 | 51 | 0.594 | 0.179 | 0 | 0 |
| 1424 | 44 | F | 2 | High School | NaN | Less than $40K | Blue | 29 | 2 | 3 | 1 | 3170.000 | 2330 | 0.858 | 5357 | 91 | 0.978 | 0.735 | 0 | 0 |
| 1425 | 39 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3651.000 | 0 | 0.977 | 862 | 19 | 1.111 | 0.000 | 1 | 1 |
| 1426 | 55 | M | 1 | High School | Married | $80K - $120K | Blue | 45 | 3 | 3 | 3 | 16794.000 | 809 | 1.566 | 1917 | 33 | 0.941 | 0.048 | 0 | 0 |
| 1427 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 2 | 2 | 2655.000 | 1650 | 0.701 | 4025 | 62 | 0.590 | 0.621 | 0 | 0 |
| 1428 | 65 | F | 1 | High School | Single | Less than $40K | Blue | 55 | 3 | 3 | 2 | 4010.000 | 1504 | 0.766 | 3807 | 61 | 0.564 | 0.375 | 0 | 0 |
| 1429 | 28 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 14 | 2 | 3 | 3 | 3848.000 | 0 | 0.841 | 14054 | 105 | 0.694 | 0.000 | 0 | 0 |
| 1430 | 50 | M | 2 | High School | Single | $80K - $120K | Blue | 38 | 1 | 2 | 3 | 4915.000 | 464 | 0.242 | 1474 | 36 | 0.091 | 0.094 | 1 | 1 |
| 1431 | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 2 | 5269.000 | 1099 | 1.178 | 2195 | 63 | 0.969 | 0.209 | 0 | 0 |
| 1432 | 39 | F | 0 | College | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 4366.000 | 1870 | 0.814 | 15451 | 127 | 0.764 | 0.428 | 0 | 0 |
| 1433 | 59 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 7871.000 | 1687 | 1.242 | 1428 | 22 | 1.444 | 0.214 | 0 | 0 |
| 1434 | 54 | F | 3 | College | Single | abc | Blue | 49 | 6 | 2 | 3 | 13184.000 | 0 | 1.166 | 2047 | 33 | 0.179 | 0.000 | 1 | 1 |
| 1435 | 49 | F | 3 | Doctorate | Divorced | abc | Blue | 42 | 1 | 3 | 3 | 3802.000 | 1558 | 0.489 | 2003 | 43 | 0.593 | 0.410 | 1 | 1 |
| 1436 | 46 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 1 | 3 | 1 | 34516.000 | 714 | 0.883 | 14279 | 97 | 0.764 | 0.021 | 0 | 0 |
| 1437 | 30 | M | 2 | College | Divorced | $40K - $60K | Blue | 22 | 3 | 3 | 4 | 3143.000 | 1075 | 0.643 | 2510 | 57 | 0.629 | 0.342 | 0 | 0 |
| 1438 | 45 | M | 3 | NaN | Married | $80K - $120K | Blue | 38 | 3 | 1 | 2 | 23973.000 | 0 | 0.779 | 3560 | 71 | 0.511 | 0.000 | 0 | 0 |
| 1439 | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 23 | 3 | 2 | 3 | 3214.000 | 0 | 0.435 | 2119 | 44 | 0.517 | 0.000 | 1 | 1 |
| 1440 | 51 | M | 1 | Post-Graduate | Married | $120K + | Silver | 31 | 2 | 5 | 2 | 34516.000 | 1991 | 0.718 | 7520 | 79 | 0.681 | 0.058 | 0 | 0 |
| 1441 | 54 | M | 2 | High School | Married | $60K - $80K | Blue | 50 | 3 | 1 | 3 | 2210.000 | 1002 | 0.938 | 4798 | 86 | 0.654 | 0.453 | 0 | 0 |
| 1442 | 30 | M | 1 | NaN | Single | Less than $40K | Blue | 19 | 5 | 2 | 0 | 8744.000 | 1712 | 0.895 | 2579 | 68 | 0.659 | 0.196 | 0 | 0 |
| 1443 | 50 | F | 1 | Graduate | Single | $40K - $60K | Blue | 37 | 3 | 1 | 0 | 12064.000 | 1312 | 0.462 | 4100 | 67 | 0.675 | 0.109 | 0 | 0 |
| 1444 | 38 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 6692.000 | 2037 | 0.401 | 1468 | 36 | 0.241 | 0.304 | 0 | 1 |
| 1445 | 58 | F | 1 | College | Single | Less than $40K | Blue | 46 | 1 | 5 | 1 | 1552.000 | 0 | 0.762 | 4731 | 71 | 0.651 | 0.000 | 0 | 0 |
| 1446 | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 2 | 1 | 2 | 26792.000 | 1836 | 1.432 | 2398 | 47 | 0.880 | 0.069 | 0 | 0 |
| 1447 | 53 | F | 3 | College | Married | $40K - $60K | Blue | 46 | 2 | 1 | 1 | 2304.000 | 1144 | 0.772 | 4505 | 85 | 1.179 | 0.497 | 0 | 0 |
| 1448 | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 32 | 2 | 3 | 2 | 3277.000 | 0 | 0.840 | 14252 | 127 | 0.649 | 0.000 | 0 | 0 |
| 1449 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 7353.000 | 1450 | 0.739 | 2005 | 54 | 0.459 | 0.197 | 0 | 1 |
| 1450 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 1693.000 | 1088 | 0.532 | 2104 | 40 | 0.739 | 0.643 | 1 | 1 |
| 1451 | 26 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 15 | 4 | 1 | 3 | 2158.000 | 1695 | 0.766 | 1833 | 27 | 0.588 | 0.785 | 0 | 0 |
| 1452 | 48 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 1622.000 | 1249 | 0.585 | 4164 | 66 | 0.610 | 0.770 | 0 | 0 |
| 1453 | 49 | F | 5 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 1993.000 | 0 | 0.539 | 4075 | 76 | 0.689 | 0.000 | 0 | 0 |
| 1454 | 28 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 1 | 3 | 3818.000 | 584 | 0.700 | 2947 | 87 | 0.706 | 0.153 | 0 | 0 |
| 1455 | 43 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 4 | 3 | 4 | 20013.000 | 922 | 0.655 | 1518 | 39 | 0.625 | 0.046 | 0 | 0 |
| 1456 | 59 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3850.000 | 0 | 0.509 | 15107 | 117 | 0.918 | 0.000 | 0 | 0 |
| 1457 | 53 | F | 4 | Graduate | NaN | Less than $40K | Blue | 39 | 2 | 3 | 2 | 2415.000 | 1643 | 0.964 | 5063 | 78 | 0.733 | 0.680 | 0 | 0 |
| 1458 | 41 | M | 4 | NaN | Married | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 34516.000 | 0 | 0.743 | 3811 | 61 | 0.743 | 0.000 | 0 | 0 |
| 1459 | 49 | F | 1 | NaN | Married | $40K - $60K | Blue | 37 | 5 | 2 | 4 | 3943.000 | 1135 | 0.672 | 4180 | 82 | 0.783 | 0.288 | 0 | 0 |
| 1460 | 40 | F | 3 | College | Single | Less than $40K | Blue | 29 | 4 | 3 | 1 | 5716.000 | 623 | 0.673 | 4387 | 79 | 0.881 | 0.109 | 0 | 0 |
| 1461 | 42 | F | 4 | Doctorate | Married | Less than $40K | Blue | 24 | 3 | 2 | 3 | 4304.000 | 0 | 0.183 | 1788 | 36 | 0.091 | 0.000 | 1 | 1 |
| 1462 | 56 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 2535.000 | 1699 | 0.720 | 4497 | 68 | 0.789 | 0.670 | 0 | 0 |
| 1463 | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 4 | 3 | 4 | 4712.000 | 955 | 0.855 | 2568 | 62 | 0.590 | 0.203 | 0 | 0 |
| 1464 | 45 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 2 | 3 | 2 | 2976.000 | 2372 | 0.772 | 4799 | 83 | 0.729 | 0.797 | 0 | 0 |
| 1465 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 25 | 4 | 1 | 1 | 2129.000 | 1507 | 0.636 | 3655 | 70 | 0.667 | 0.708 | 0 | 0 |
| 1466 | 57 | M | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 5387.000 | 2047 | 0.579 | 1546 | 36 | 0.500 | 0.380 | 0 | 0 |
| 1467 | 45 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 1 | 4 | 1637.000 | 774 | 1.126 | 4120 | 78 | 1.000 | 0.473 | 0 | 0 |
| 1468 | 38 | F | 4 | Graduate | Single | abc | Blue | 28 | 2 | 3 | 3 | 9830.000 | 2055 | 0.977 | 1042 | 23 | 0.917 | 0.209 | 0 | 1 |
| 1469 | 39 | M | 1 | Graduate | Married | Less than $40K | Silver | 30 | 4 | 3 | 3 | 14135.000 | 630 | 0.640 | 13703 | 99 | 0.768 | 0.045 | 0 | 0 |
| 1470 | 40 | F | 2 | Graduate | Married | abc | Blue | 29 | 5 | 2 | 2 | 18862.000 | 2105 | 0.832 | 4449 | 86 | 0.686 | 0.112 | 0 | 0 |
| 1471 | 55 | M | 2 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 10604.000 | 1988 | 0.644 | 1578 | 30 | 0.579 | 0.187 | 0 | 0 |
| 1472 | 37 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 3 | 2 | 1910.000 | 1164 | 0.744 | 2028 | 39 | 1.053 | 0.609 | 0 | 0 |
| 1473 | 40 | F | 2 | High School | Single | abc | Blue | 30 | 6 | 3 | 4 | 6479.000 | 0 | 0.946 | 2539 | 42 | 0.500 | 0.000 | 1 | 1 |
| 1474 | 42 | M | 0 | High School | NaN | $80K - $120K | Silver | 35 | 5 | 2 | 3 | 34516.000 | 1934 | 0.626 | 4613 | 73 | 0.553 | 0.056 | 0 | 0 |
| 1475 | 46 | F | 2 | High School | Divorced | Less than $40K | Blue | 41 | 1 | 2 | 2 | 2841.000 | 1807 | 0.573 | 4144 | 73 | 0.780 | 0.636 | 0 | 0 |
| 1476 | 35 | F | 2 | NaN | Married | Less than $40K | Blue | 22 | 1 | 1 | 1 | 3616.000 | 1155 | 0.727 | 15391 | 94 | 0.593 | 0.319 | 0 | 0 |
| 1477 | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 3 | 1711.000 | 0 | 0.983 | 4496 | 77 | 0.925 | 0.000 | 0 | 0 |
| 1478 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 3783.000 | 0 | 0.590 | 4383 | 82 | 0.783 | 0.000 | 0 | 0 |
| 1479 | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 2 | 2939.000 | 2152 | 0.555 | 2476 | 42 | 0.355 | 0.732 | 1 | 1 |
| 1480 | 63 | M | 1 | NaN | Single | $60K - $80K | Silver | 53 | 5 | 4 | 4 | 25502.000 | 1450 | 0.797 | 4323 | 81 | 0.688 | 0.057 | 0 | 0 |
| 1481 | 46 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 14310.000 | 694 | 0.558 | 1254 | 34 | 0.478 | 0.048 | 0 | 0 |
| 1482 | 54 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 6 | 4 | 3 | 1632.000 | 351 | 0.721 | 2532 | 43 | 0.483 | 0.215 | 1 | 1 |
| 1483 | 52 | F | 2 | NaN | Single | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 3476.000 | 1560 | 0.894 | 3496 | 58 | 0.871 | 0.449 | 0 | 0 |
| 1484 | 59 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 4 | 2 | 4 | 3943.000 | 2517 | 0.467 | 3527 | 59 | 0.788 | 0.638 | 0 | 0 |
| 1485 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1709.000 | 0 | 0.685 | 4981 | 79 | 0.975 | 0.000 | 0 | 0 |
| 1486 | 54 | M | 1 | Graduate | Married | $40K - $60K | Blue | 44 | 5 | 1 | 1 | 1438.300 | 0 | 0.576 | 1585 | 37 | 0.609 | 0.000 | 0 | 1 |
| 1487 | 43 | M | 4 | High School | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 34516.000 | 1048 | 0.864 | 4192 | 73 | 0.738 | 0.030 | 0 | 0 |
| 1488 | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 3 | 3750.000 | 1801 | 0.889 | 17995 | 116 | 0.657 | 0.480 | 0 | 0 |
| 1489 | 60 | M | 2 | High School | Married | abc | Blue | 41 | 5 | 2 | 4 | 3007.000 | 1664 | 0.340 | 1475 | 31 | 0.632 | 0.553 | 0 | 0 |
| 1490 | 33 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 22 | 3 | 3 | 3 | 1438.300 | 681 | 1.542 | 2730 | 48 | 0.778 | 0.473 | 0 | 0 |
| 1491 | 52 | M | 2 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 2 | 29695.000 | 1525 | 0.529 | 4109 | 71 | 0.614 | 0.051 | 0 | 0 |
| 1492 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 4 | 5 | 1 | 3054.000 | 2517 | 1.061 | 4706 | 84 | 0.647 | 0.824 | 0 | 0 |
| 1493 | 51 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 4 | 2 | 2 | 21800.000 | 893 | 0.445 | 3820 | 62 | 0.676 | 0.041 | 0 | 0 |
| 1494 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 1 | 3 | 3 | 2427.000 | 2362 | 0.670 | 4663 | 85 | 0.771 | 0.973 | 0 | 0 |
| 1495 | 41 | M | 5 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 4575.000 | 1344 | 0.460 | 4726 | 64 | 0.561 | 0.294 | 0 | 0 |
| 1496 | 44 | F | 4 | High School | Divorced | Less than $40K | Blue | 39 | 5 | 1 | 4 | 9235.000 | 1796 | 0.958 | 1739 | 42 | 0.448 | 0.194 | 0 | 0 |
| 1497 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 39 | 6 | 2 | 2 | 7532.000 | 0 | 0.476 | 3550 | 68 | 0.619 | 0.000 | 0 | 0 |
| 1498 | 43 | M | 4 | NaN | Married | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 8129.000 | 1799 | 0.566 | 1402 | 33 | 0.737 | 0.221 | 0 | 0 |
| 1499 | 34 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 24 | 3 | 1 | 4 | 8167.000 | 1740 | 1.455 | 2141 | 51 | 0.700 | 0.213 | 0 | 0 |
| 1500 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 43 | 6 | 3 | 3 | 11964.000 | 800 | 0.954 | 4853 | 85 | 0.848 | 0.067 | 0 | 0 |
| 1501 | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 5245.000 | 802 | 0.504 | 3648 | 74 | 0.574 | 0.153 | 0 | 0 |
| 1502 | 47 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 5 | 1 | 3 | 2317.000 | 0 | 0.570 | 4894 | 89 | 0.854 | 0.000 | 0 | 0 |
| 1503 | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 7349.000 | 2517 | 0.877 | 2701 | 60 | 0.714 | 0.342 | 0 | 1 |
| 1504 | 26 | M | 1 | NaN | Single | Less than $40K | Blue | 20 | 6 | 3 | 2 | 2590.000 | 1748 | 0.626 | 2804 | 52 | 0.486 | 0.675 | 0 | 0 |
| 1505 | 43 | M | 2 | Uneducated | Single | $120K + | Blue | 33 | 5 | 3 | 1 | 30137.000 | 1368 | 0.721 | 3522 | 74 | 0.897 | 0.045 | 0 | 0 |
| 1506 | 45 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 3798.000 | 1570 | 0.916 | 4512 | 80 | 0.778 | 0.413 | 0 | 0 |
| 1507 | 43 | F | 4 | Graduate | NaN | Less than $40K | Blue | 34 | 5 | 3 | 3 | 1971.000 | 979 | 1.024 | 5446 | 75 | 0.974 | 0.497 | 0 | 1 |
| 1508 | 58 | F | 2 | High School | Divorced | abc | Gold | 36 | 5 | 4 | 3 | 34516.000 | 1864 | 0.664 | 3595 | 52 | 0.733 | 0.054 | 0 | 1 |
| 1509 | 45 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 1 | 4 | 8983.000 | 0 | 0.713 | 15163 | 124 | 0.746 | 0.000 | 0 | 0 |
| 1510 | 49 | F | 5 | Post-Graduate | NaN | $40K - $60K | Blue | 39 | 3 | 1 | 4 | 4568.000 | 0 | 0.979 | 1431 | 27 | 0.688 | 0.000 | 0 | 0 |
| 1511 | 54 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 49 | 1 | 4 | 3 | 8516.000 | 0 | 0.549 | 2189 | 37 | 0.276 | 0.000 | 1 | 1 |
| 1512 | 39 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 1790.000 | 891 | 0.450 | 4498 | 96 | 0.574 | 0.498 | 0 | 0 |
| 1513 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 1 | 4 | 3094.000 | 2266 | 0.724 | 1591 | 37 | 0.321 | 0.732 | 0 | 0 |
| 1514 | 42 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 6275.000 | 0 | 0.790 | 4308 | 75 | 0.786 | 0.000 | 0 | 0 |
| 1515 | 59 | F | 2 | High School | Married | abc | Blue | 51 | 3 | 3 | 3 | 3875.000 | 1397 | 0.573 | 2312 | 49 | 0.581 | 0.361 | 1 | 1 |
| 1516 | 42 | M | 3 | High School | Single | $80K - $120K | Silver | 32 | 3 | 3 | 3 | 34516.000 | 1396 | 0.688 | 3748 | 62 | 0.938 | 0.040 | 0 | 0 |
| 1517 | 53 | F | 1 | NaN | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 3099.000 | 0 | 0.279 | 1401 | 44 | 0.419 | 0.000 | 1 | 1 |
| 1518 | 61 | M | 0 | Post-Graduate | Single | $40K - $60K | Silver | 42 | 4 | 3 | 2 | 15939.000 | 0 | 0.791 | 3982 | 68 | 0.943 | 0.000 | 0 | 0 |
| 1519 | 62 | F | 0 | High School | Single | abc | Blue | 50 | 6 | 2 | 2 | 18819.000 | 0 | 0.894 | 4273 | 87 | 0.977 | 0.000 | 0 | 0 |
| 1520 | 43 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 19333.000 | 0 | 0.969 | 7847 | 63 | 0.750 | 0.000 | 1 | 1 |
| 1521 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 2 | 5798.000 | 1794 | 0.564 | 1724 | 45 | 0.452 | 0.309 | 0 | 0 |
| 1522 | 40 | M | 4 | Graduate | Married | $60K - $80K | Blue | 35 | 5 | 4 | 1 | 9974.000 | 2185 | 0.852 | 4680 | 87 | 0.673 | 0.219 | 0 | 0 |
| 1523 | 36 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 4 | 2 | 4 | 1606.000 | 798 | 0.590 | 2229 | 45 | 1.045 | 0.497 | 0 | 1 |
| 1524 | 51 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 39 | 5 | 4 | 3 | 2987.000 | 1764 | 0.686 | 4339 | 72 | 0.600 | 0.591 | 0 | 0 |
| 1525 | 49 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 7451.000 | 1542 | 0.684 | 4960 | 97 | 0.565 | 0.207 | 0 | 0 |
| 1526 | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 2 | 2 | 3 | 11901.000 | 2517 | 0.781 | 7998 | 82 | 0.608 | 0.211 | 0 | 0 |
| 1527 | 50 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 3370.000 | 1133 | 0.722 | 4726 | 86 | 0.686 | 0.336 | 0 | 0 |
| 1528 | 40 | M | 4 | High School | NaN | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 2126.000 | 1321 | 0.596 | 2992 | 72 | 1.000 | 0.621 | 0 | 0 |
| 1529 | 49 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.300 | 863 | 0.605 | 4482 | 67 | 0.914 | 0.600 | 0 | 0 |
| 1530 | 40 | F | 4 | College | Married | Less than $40K | Blue | 26 | 3 | 1 | 1 | 2972.000 | 0 | 0.593 | 3840 | 69 | 0.769 | 0.000 | 0 | 0 |
| 1531 | 46 | M | 2 | Graduate | NaN | $120K + | Silver | 39 | 2 | 2 | 3 | 34516.000 | 1381 | 0.949 | 14696 | 114 | 0.966 | 0.040 | 0 | 0 |
| 1532 | 47 | F | 2 | NaN | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1738.000 | 0 | 1.124 | 2572 | 62 | 0.938 | 0.000 | 0 | 0 |
| 1533 | 57 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 24545.000 | 1735 | 0.664 | 1671 | 45 | 0.500 | 0.071 | 0 | 0 |
| 1534 | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 6 | 3 | 3 | 16050.000 | 1480 | 1.326 | 3215 | 56 | 0.806 | 0.092 | 0 | 0 |
| 1535 | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1655.000 | 0 | 0.496 | 2156 | 37 | 0.194 | 0.000 | 1 | 1 |
| 1536 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 31 | 6 | 3 | 2 | 9871.000 | 1061 | 0.545 | 1683 | 34 | 0.478 | 0.107 | 0 | 0 |
| 1537 | 45 | F | 2 | Doctorate | Single | abc | Blue | 36 | 4 | 2 | 4 | 7738.000 | 947 | 0.845 | 4255 | 61 | 0.694 | 0.122 | 0 | 0 |
| 1538 | 50 | F | 3 | Uneducated | NaN | abc | Blue | 30 | 4 | 1 | 3 | 1507.000 | 0 | 0.648 | 4037 | 83 | 0.729 | 0.000 | 0 | 0 |
| 1539 | 48 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2648.000 | 0 | 0.715 | 3880 | 74 | 0.721 | 0.000 | 0 | 0 |
| 1540 | 32 | F | 0 | High School | Married | $40K - $60K | Blue | 22 | 4 | 2 | 2 | 2062.000 | 1665 | 1.276 | 2397 | 41 | 0.640 | 0.807 | 0 | 0 |
| 1541 | 43 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 27 | 5 | 2 | 0 | 27259.000 | 0 | 0.731 | 1376 | 35 | 0.591 | 0.000 | 0 | 0 |
| 1542 | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 32 | 2 | 2 | 2 | 1687.000 | 1107 | 1.715 | 1670 | 17 | 2.400 | 0.656 | 0 | 0 |
| 1543 | 58 | F | 4 | Uneducated | Married | Less than $40K | Blue | 47 | 3 | 3 | 3 | 2822.000 | 2173 | 1.456 | 1218 | 23 | 2.286 | 0.770 | 0 | 0 |
| 1544 | 60 | F | 1 | Graduate | Married | $40K - $60K | Blue | 42 | 5 | 3 | 3 | 5903.000 | 1335 | 0.914 | 1137 | 27 | 0.929 | 0.226 | 0 | 0 |
| 1545 | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 8923.000 | 2517 | 1.726 | 1589 | 24 | 1.667 | 0.282 | 0 | 0 |
| 1546 | 55 | M | 2 | College | Married | $120K + | Blue | 37 | 5 | 2 | 3 | 32641.000 | 1551 | 0.488 | 1327 | 30 | 0.304 | 0.048 | 0 | 0 |
| 1547 | 53 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 19940.000 | 2018 | 0.420 | 4694 | 75 | 0.786 | 0.101 | 0 | 0 |
| 1548 | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 32 | 1 | 2 | 4 | 16362.000 | 2268 | 0.841 | 2228 | 37 | 0.850 | 0.139 | 1 | 1 |
| 1549 | 59 | M | 0 | High School | Single | $120K + | Blue | 36 | 4 | 3 | 3 | 3422.000 | 1039 | 0.475 | 3337 | 65 | 0.512 | 0.304 | 0 | 0 |
| 1550 | 38 | M | 4 | College | Married | $80K - $120K | Blue | 27 | 5 | 2 | 4 | 10386.000 | 1909 | 1.430 | 2119 | 52 | 1.080 | 0.184 | 0 | 0 |
| 1551 | 48 | M | 4 | Doctorate | NaN | $80K - $120K | Blue | 40 | 3 | 2 | 2 | 3429.000 | 1268 | 0.703 | 4422 | 64 | 1.783 | 0.370 | 0 | 0 |
| 1552 | 46 | M | 4 | Uneducated | Single | $80K - $120K | Gold | 41 | 6 | 3 | 2 | 34516.000 | 1104 | 0.591 | 1989 | 47 | 0.741 | 0.032 | 1 | 0 |
| 1553 | 48 | M | 4 | Graduate | Married | $60K - $80K | Gold | 36 | 1 | 6 | 1 | 34516.000 | 0 | 0.720 | 7396 | 100 | 0.562 | 0.000 | 0 | 0 |
| 1554 | 30 | M | 1 | High School | Married | $60K - $80K | Blue | 16 | 1 | 3 | 3 | 15795.000 | 1742 | 1.022 | 13173 | 96 | 0.846 | 0.110 | 0 | 0 |
| 1555 | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 4123.000 | 1760 | 0.869 | 2447 | 40 | 0.429 | 0.427 | 1 | 1 |
| 1556 | 44 | M | 3 | High School | Married | $120K + | Silver | 34 | 3 | 1 | 2 | 34516.000 | 2517 | 0.814 | 7427 | 83 | 0.566 | 0.073 | 0 | 0 |
| 1557 | 61 | M | 0 | High School | Single | $40K - $60K | Blue | 49 | 6 | 1 | 4 | 2122.000 | 975 | 0.807 | 5224 | 85 | 0.667 | 0.459 | 0 | 0 |
| 1558 | 48 | F | 3 | NaN | NaN | abc | Blue | 36 | 3 | 3 | 2 | 4431.000 | 2517 | 0.499 | 2185 | 48 | 0.371 | 0.568 | 1 | 1 |
| 1559 | 46 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 34 | 6 | 3 | 3 | 2168.000 | 1704 | 0.725 | 4584 | 92 | 0.769 | 0.786 | 0 | 0 |
| 1560 | 43 | F | 3 | Doctorate | Divorced | abc | Blue | 33 | 6 | 3 | 2 | 5738.000 | 0 | 0.852 | 4375 | 73 | 0.622 | 0.000 | 0 | 0 |
| 1561 | 38 | M | 2 | Uneducated | Single | $120K + | Blue | 30 | 6 | 3 | 4 | 4043.000 | 2517 | 0.602 | 2600 | 47 | 0.621 | 0.623 | 1 | 1 |
| 1562 | 40 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 29 | 3 | 2 | 1 | 30997.000 | 2330 | 0.650 | 3821 | 81 | 0.841 | 0.075 | 0 | 0 |
| 1563 | 50 | F | 1 | NaN | Single | Less than $40K | Blue | 40 | 4 | 1 | 2 | 2319.000 | 1026 | 0.521 | 4099 | 74 | 0.721 | 0.442 | 0 | 0 |
| 1564 | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 1 | 4 | 6125.000 | 1329 | 0.646 | 5481 | 68 | 0.700 | 0.217 | 0 | 0 |
| 1565 | 48 | F | 2 | Graduate | Single | abc | Blue | 43 | 5 | 3 | 4 | 8171.000 | 852 | 0.639 | 1909 | 52 | 0.733 | 0.104 | 0 | 0 |
| 1566 | 56 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 2253.000 | 1375 | 0.388 | 1324 | 38 | 0.310 | 0.610 | 0 | 0 |
| 1567 | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 3 | 4 | 2162.000 | 1882 | 0.934 | 3825 | 70 | 0.750 | 0.870 | 0 | 0 |
| 1568 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 0 | 1438.300 | 0 | 1.017 | 4089 | 73 | 0.872 | 0.000 | 0 | 0 |
| 1569 | 36 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 29 | 5 | 3 | 3 | 7712.000 | 2517 | 0.676 | 1845 | 40 | 0.739 | 0.326 | 0 | 0 |
| 1570 | 49 | F | 1 | Graduate | Married | abc | Blue | 39 | 1 | 1 | 3 | 5455.000 | 2091 | 0.748 | 4349 | 58 | 0.812 | 0.383 | 0 | 0 |
| 1571 | 47 | F | 4 | High School | NaN | abc | Blue | 42 | 3 | 3 | 2 | 16998.000 | 1404 | 0.785 | 13977 | 127 | 0.693 | 0.083 | 0 | 0 |
| 1572 | 44 | M | 2 | Uneducated | Single | $80K - $120K | Silver | 36 | 2 | 3 | 3 | 34516.000 | 569 | 0.919 | 8570 | 68 | 0.789 | 0.016 | 1 | 1 |
| 1573 | 62 | M | 0 | Post-Graduate | Divorced | $60K - $80K | Silver | 46 | 4 | 5 | 6 | 28229.000 | 287 | 0.594 | 2281 | 45 | 0.552 | 0.010 | 1 | 1 |
| 1574 | 42 | F | 0 | College | Single | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1438.300 | 1223 | 0.491 | 2181 | 43 | 0.593 | 0.850 | 1 | 1 |
| 1575 | 47 | M | 4 | High School | Married | $40K - $60K | Blue | 40 | 4 | 2 | 3 | 2498.000 | 2258 | 0.992 | 1839 | 29 | 0.706 | 0.904 | 0 | 0 |
| 1576 | 48 | F | 4 | Graduate | NaN | Less than $40K | Blue | 38 | 4 | 3 | 1 | 1438.300 | 0 | 0.647 | 4601 | 78 | 0.625 | 0.000 | 0 | 0 |
| 1577 | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 35 | 5 | 2 | 3 | 9852.000 | 2277 | 0.831 | 3813 | 71 | 0.614 | 0.231 | 0 | 0 |
| 1578 | 50 | F | 1 | Post-Graduate | Married | abc | Blue | 46 | 2 | 2 | 1 | 19349.000 | 615 | 0.708 | 4351 | 79 | 0.717 | 0.032 | 0 | 0 |
| 1579 | 36 | M | 4 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 9887.000 | 994 | 0.488 | 2552 | 64 | 0.455 | 0.101 | 0 | 0 |
| 1580 | 47 | F | 2 | Doctorate | Married | Less than $40K | Blue | 35 | 3 | 2 | 2 | 5544.000 | 1184 | 0.850 | 1336 | 38 | 0.652 | 0.214 | 0 | 0 |
| 1581 | 58 | F | 0 | NaN | Married | abc | Blue | 36 | 6 | 3 | 1 | 4377.000 | 1500 | 0.789 | 3900 | 62 | 0.938 | 0.343 | 0 | 0 |
| 1582 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 2 | 2 | 1438.300 | 740 | 0.698 | 4970 | 87 | 0.933 | 0.514 | 0 | 0 |
| 1583 | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 1438.300 | 788 | 0.741 | 4297 | 65 | 0.585 | 0.548 | 0 | 0 |
| 1584 | 50 | F | 2 | Post-Graduate | Married | abc | Blue | 36 | 5 | 2 | 4 | 4045.000 | 0 | 0.660 | 2438 | 41 | 0.464 | 0.000 | 1 | 1 |
| 1585 | 53 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 4 | 2 | 4 | 4039.000 | 1397 | 0.396 | 1494 | 36 | 0.286 | 0.346 | 0 | 0 |
| 1586 | 51 | M | 4 | High School | Single | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 8783.000 | 2142 | 0.662 | 4425 | 83 | 0.766 | 0.244 | 0 | 0 |
| 1587 | 66 | F | 0 | Doctorate | Married | abc | Blue | 56 | 5 | 4 | 3 | 7882.000 | 605 | 1.052 | 704 | 16 | 0.143 | 0.077 | 1 | 1 |
| 1588 | 43 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1818.000 | 0 | 0.758 | 2279 | 50 | 0.724 | 0.000 | 1 | 1 |
| 1589 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 19262.000 | 1480 | 0.649 | 4812 | 85 | 0.771 | 0.077 | 0 | 0 |
| 1590 | 32 | F | 0 | NaN | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1732.000 | 0 | 0.683 | 2479 | 43 | 0.536 | 0.000 | 1 | 1 |
| 1591 | 40 | M | 2 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 6 | 1 | 4947.000 | 0 | 0.751 | 4497 | 84 | 0.826 | 0.000 | 0 | 0 |
| 1592 | 59 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 4375.000 | 0 | 0.621 | 2507 | 53 | 0.472 | 0.000 | 1 | 1 |
| 1593 | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 3466.000 | 2517 | 0.699 | 13140 | 94 | 0.709 | 0.726 | 0 | 0 |
| 1594 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 7323.000 | 0 | 0.518 | 4666 | 87 | 0.776 | 0.000 | 0 | 0 |
| 1595 | 57 | F | 3 | NaN | Single | Less than $40K | Blue | 49 | 1 | 3 | 5 | 1551.000 | 790 | 0.811 | 2379 | 46 | 0.769 | 0.509 | 1 | 1 |
| 1596 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 33 | 3 | 1 | 3 | 34516.000 | 2129 | 0.587 | 1463 | 38 | 0.583 | 0.062 | 0 | 0 |
| 1597 | 53 | M | 1 | NaN | Married | $120K + | Blue | 48 | 3 | 2 | 3 | 3088.000 | 2083 | 0.633 | 1561 | 40 | 0.538 | 0.675 | 0 | 0 |
| 1598 | 42 | M | 2 | Graduate | Married | $60K - $80K | Blue | 35 | 6 | 1 | 2 | 2131.000 | 1288 | 0.797 | 4264 | 81 | 0.841 | 0.604 | 0 | 0 |
| 1599 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 6 | 2 | 2 | 1438.300 | 0 | 0.660 | 1794 | 45 | 0.875 | 0.000 | 0 | 1 |
| 1600 | 45 | M | 1 | College | NaN | $120K + | Blue | 32 | 3 | 1 | 3 | 3304.000 | 1370 | 0.954 | 3914 | 70 | 0.667 | 0.415 | 0 | 0 |
| 1601 | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 2429.000 | 1250 | 0.983 | 4761 | 99 | 0.707 | 0.515 | 0 | 0 |
| 1602 | 33 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 1819.000 | 725 | 0.737 | 2254 | 45 | 0.406 | 0.399 | 1 | 1 |
| 1603 | 57 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 0 | 1 | 2712.000 | 1445 | 0.819 | 4520 | 79 | 0.881 | 0.533 | 0 | 0 |
| 1604 | 53 | M | 4 | High School | Single | $60K - $80K | Blue | 49 | 5 | 1 | 2 | 3858.000 | 0 | 0.670 | 4472 | 92 | 0.614 | 0.000 | 0 | 0 |
| 1605 | 49 | M | 3 | College | Divorced | $40K - $60K | Blue | 31 | 2 | 3 | 1 | 2181.000 | 1218 | 0.758 | 4997 | 89 | 0.712 | 0.558 | 0 | 0 |
| 1606 | 58 | F | 1 | Doctorate | Married | Less than $40K | Blue | 48 | 4 | 2 | 2 | 1438.300 | 801 | 0.595 | 4223 | 60 | 0.579 | 0.557 | 0 | 0 |
| 1607 | 51 | M | 4 | High School | Single | $40K - $60K | Blue | 36 | 2 | 2 | 4 | 10017.000 | 1850 | 0.622 | 15635 | 116 | 0.681 | 0.185 | 0 | 0 |
| 1608 | 52 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 14858.000 | 1594 | 0.510 | 4286 | 72 | 0.636 | 0.107 | 0 | 0 |
| 1609 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 2787.000 | 2053 | 0.760 | 4949 | 76 | 0.551 | 0.737 | 0 | 0 |
| 1610 | 55 | M | 2 | College | Single | $120K + | Silver | 42 | 2 | 3 | 2 | 34516.000 | 1527 | 0.526 | 1268 | 42 | 0.355 | 0.044 | 0 | 0 |
| 1611 | 57 | F | 3 | Doctorate | Single | abc | Blue | 36 | 5 | 1 | 1 | 1678.000 | 1162 | 0.722 | 4402 | 87 | 0.851 | 0.692 | 0 | 0 |
| 1612 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 31 | 4 | 2 | 4 | 1593.000 | 1091 | 0.870 | 4136 | 67 | 0.718 | 0.685 | 0 | 0 |
| 1613 | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 22 | 4 | 3 | 4 | 2997.000 | 1969 | 1.235 | 2807 | 60 | 0.714 | 0.657 | 0 | 0 |
| 1614 | 39 | F | 3 | Graduate | Married | abc | Blue | 28 | 3 | 3 | 3 | 9371.000 | 1066 | 0.890 | 4754 | 78 | 0.857 | 0.114 | 0 | 0 |
| 1615 | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3492.000 | 2517 | 0.600 | 2510 | 47 | 0.621 | 0.721 | 1 | 1 |
| 1616 | 41 | M | 2 | NaN | Divorced | $40K - $60K | Blue | 25 | 4 | 2 | 3 | 4277.000 | 2186 | 0.804 | 8764 | 69 | 0.683 | 0.511 | 1 | 1 |
| 1617 | 46 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 32 | 5 | 3 | 3 | 1438.300 | 738 | 0.709 | 4368 | 87 | 0.740 | 0.513 | 0 | 0 |
| 1618 | 37 | M | 5 | Doctorate | Single | $80K - $120K | Silver | 36 | 4 | 1 | 1 | 34516.000 | 0 | 0.711 | 2681 | 55 | 0.618 | 0.000 | 0 | 0 |
| 1619 | 40 | F | 5 | High School | Single | Less than $40K | Blue | 22 | 3 | 1 | 2 | 1826.000 | 944 | 0.686 | 4528 | 65 | 0.667 | 0.517 | 0 | 0 |
| 1620 | 54 | F | 2 | College | Single | $40K - $60K | Blue | 49 | 4 | 3 | 3 | 8769.000 | 1314 | 0.477 | 3817 | 60 | 0.818 | 0.150 | 0 | 0 |
| 1621 | 38 | M | 4 | High School | Single | $80K - $120K | Gold | 36 | 6 | 1 | 3 | 34516.000 | 1140 | 0.815 | 1445 | 45 | 0.957 | 0.033 | 0 | 0 |
| 1622 | 43 | M | 4 | Graduate | NaN | $40K - $60K | Blue | 38 | 5 | 1 | 3 | 3771.000 | 0 | 0.675 | 14662 | 125 | 0.667 | 0.000 | 0 | 0 |
| 1623 | 41 | M | 2 | High School | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 1636.000 | 986 | 0.833 | 4695 | 73 | 0.872 | 0.603 | 0 | 0 |
| 1624 | 39 | F | 4 | NaN | Single | Less than $40K | Blue | 29 | 5 | 3 | 0 | 2863.000 | 1940 | 0.823 | 4985 | 90 | 0.636 | 0.678 | 0 | 0 |
| 1625 | 60 | F | 1 | Graduate | Single | abc | Blue | 55 | 3 | 3 | 3 | 13397.000 | 0 | 0.814 | 5049 | 75 | 0.630 | 0.000 | 0 | 0 |
| 1626 | 42 | F | 5 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2069.000 | 1288 | 0.810 | 5668 | 82 | 0.640 | 0.623 | 0 | 0 |
| 1627 | 50 | F | 2 | Uneducated | Married | abc | Blue | 34 | 5 | 3 | 2 | 23381.000 | 905 | 0.645 | 4357 | 73 | 0.521 | 0.039 | 0 | 0 |
| 1628 | 58 | F | 3 | NaN | Married | Less than $40K | Blue | 48 | 2 | 1 | 2 | 3603.000 | 1465 | 0.630 | 14235 | 101 | 0.656 | 0.407 | 0 | 0 |
| 1629 | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 18 | 5 | 3 | 4 | 8668.000 | 0 | 0.275 | 1402 | 38 | 0.310 | 0.000 | 1 | 1 |
| 1630 | 59 | F | 0 | Graduate | Single | $40K - $60K | Silver | 45 | 6 | 3 | 3 | 21358.000 | 1225 | 0.681 | 3646 | 77 | 0.750 | 0.057 | 0 | 0 |
| 1631 | 41 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 8919.000 | 1723 | 0.848 | 13719 | 96 | 0.714 | 0.193 | 0 | 0 |
| 1632 | 50 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 41 | 6 | 2 | 3 | 7507.000 | 1697 | 1.098 | 4651 | 71 | 1.029 | 0.226 | 0 | 0 |
| 1633 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 3 | 5 | 1 | 2003.000 | 1735 | 0.855 | 2343 | 42 | 0.355 | 0.866 | 1 | 1 |
| 1634 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2910.000 | 0 | 0.789 | 2648 | 41 | 0.464 | 0.000 | 1 | 1 |
| 1635 | 48 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 1906.000 | 1259 | 0.932 | 4634 | 54 | 0.862 | 0.661 | 0 | 0 |
| 1636 | 43 | M | 3 | College | Single | $40K - $60K | Blue | 33 | 5 | 2 | 4 | 10533.000 | 1689 | 0.359 | 3651 | 69 | 0.605 | 0.160 | 0 | 0 |
| 1637 | 50 | M | 2 | College | Married | $120K + | Blue | 36 | 3 | 2 | 3 | 3390.000 | 2385 | 0.656 | 4128 | 73 | 0.698 | 0.704 | 0 | 0 |
| 1638 | 37 | F | 4 | High School | Divorced | $40K - $60K | Blue | 22 | 5 | 1 | 3 | 2563.000 | 1638 | 0.681 | 2064 | 46 | 0.917 | 0.639 | 0 | 0 |
| 1639 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 1 | 2 | 4 | 4930.000 | 159 | 0.592 | 7412 | 60 | 0.579 | 0.032 | 1 | 1 |
| 1640 | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 11699.000 | 1758 | 0.869 | 2007 | 46 | 1.000 | 0.150 | 0 | 0 |
| 1641 | 42 | M | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2502.000 | 1488 | 0.560 | 3763 | 75 | 0.875 | 0.595 | 0 | 0 |
| 1642 | 52 | F | 1 | College | Married | abc | Blue | 43 | 3 | 3 | 1 | 10431.000 | 2163 | 0.640 | 4598 | 69 | 0.865 | 0.207 | 0 | 0 |
| 1643 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 3 | 3 | 3189.000 | 1863 | 0.770 | 4805 | 76 | 0.949 | 0.584 | 0 | 0 |
| 1644 | 36 | M | 3 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 3 | 2 | 12397.000 | 1001 | 0.756 | 1888 | 42 | 0.448 | 0.081 | 0 | 0 |
| 1645 | 44 | M | 1 | College | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 24312.000 | 1932 | 1.312 | 1341 | 24 | 1.182 | 0.079 | 0 | 0 |
| 1646 | 52 | F | 1 | Graduate | NaN | Less than $40K | Blue | 42 | 6 | 2 | 0 | 6946.000 | 0 | 0.745 | 4058 | 88 | 0.725 | 0.000 | 0 | 0 |
| 1647 | 41 | F | 2 | Doctorate | Married | abc | Silver | 28 | 1 | 3 | 3 | 32250.000 | 1289 | 0.703 | 15785 | 100 | 0.786 | 0.040 | 0 | 0 |
| 1648 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 3 | 4 | 1661.000 | 0 | 0.672 | 4338 | 77 | 0.925 | 0.000 | 0 | 0 |
| 1649 | 51 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 3 | 3 | 1 | 21543.000 | 0 | 0.530 | 3928 | 82 | 0.640 | 0.000 | 0 | 0 |
| 1650 | 62 | M | 1 | NaN | Single | $80K - $120K | Blue | 55 | 6 | 1 | 4 | 34516.000 | 2517 | 0.945 | 3975 | 63 | 0.537 | 0.073 | 0 | 0 |
| 1651 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2368.000 | 1244 | 0.935 | 4289 | 71 | 0.868 | 0.525 | 0 | 0 |
| 1652 | 47 | F | 5 | NaN | Married | Less than $40K | Blue | 40 | 5 | 1 | 3 | 2950.000 | 2000 | 0.882 | 4742 | 79 | 0.837 | 0.678 | 0 | 0 |
| 1653 | 45 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 6 | 2 | 2 | 17625.000 | 894 | 1.285 | 1773 | 39 | 1.053 | 0.051 | 0 | 0 |
| 1654 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 2 | 2 | 4 | 2452.000 | 1012 | 0.460 | 2398 | 29 | 0.318 | 0.413 | 1 | 1 |
| 1655 | 43 | F | 4 | High School | Divorced | $40K - $60K | Blue | 34 | 5 | 1 | 1 | 6034.000 | 1579 | 0.753 | 4712 | 67 | 0.914 | 0.262 | 0 | 0 |
| 1656 | 61 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 48 | 4 | 1 | 2 | 18571.000 | 0 | 0.594 | 15802 | 118 | 0.686 | 0.000 | 0 | 0 |
| 1657 | 47 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 42 | 1 | 3 | 3 | 5798.000 | 2517 | 0.580 | 1860 | 43 | 0.433 | 0.434 | 1 | 1 |
| 1658 | 45 | F | 2 | NaN | Single | Less than $40K | Silver | 36 | 2 | 2 | 3 | 13026.000 | 789 | 0.740 | 14747 | 100 | 0.724 | 0.061 | 0 | 0 |
| 1659 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 1 | 1 | 1967.000 | 0 | 0.730 | 4620 | 77 | 0.878 | 0.000 | 0 | 0 |
| 1660 | 48 | M | 4 | High School | Married | $120K + | Blue | 31 | 6 | 3 | 1 | 34516.000 | 1013 | 0.575 | 1222 | 37 | 0.850 | 0.029 | 0 | 0 |
| 1661 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1861.000 | 1677 | 0.742 | 5225 | 94 | 0.679 | 0.901 | 0 | 0 |
| 1662 | 45 | F | 3 | NaN | Married | abc | Blue | 28 | 5 | 1 | 2 | 2535.000 | 2440 | 1.705 | 1312 | 20 | 1.222 | 0.963 | 0 | 0 |
| 1663 | 53 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 6836.000 | 1607 | 0.524 | 4421 | 74 | 0.542 | 0.235 | 0 | 0 |
| 1664 | 43 | M | 2 | Doctorate | Divorced | $40K - $60K | Blue | 34 | 4 | 1 | 2 | 2243.000 | 0 | 0.697 | 4023 | 63 | 0.750 | 0.000 | 0 | 0 |
| 1665 | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 1 | 2 | 2999.000 | 1247 | 0.962 | 2017 | 40 | 0.600 | 0.416 | 0 | 0 |
| 1666 | 55 | M | 0 | High School | Married | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 3864.000 | 1901 | 0.289 | 1018 | 32 | 0.391 | 0.492 | 0 | 0 |
| 1667 | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 4 | 2 | 7398.000 | 1581 | 0.428 | 4311 | 73 | 0.921 | 0.214 | 0 | 0 |
| 1668 | 45 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 1 | 2 | 5 | 7500.000 | 0 | 0.576 | 8024 | 78 | 0.696 | 0.000 | 1 | 1 |
| 1669 | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 4953.000 | 2039 | 0.680 | 4026 | 53 | 0.828 | 0.412 | 0 | 0 |
| 1670 | 30 | F | 1 | Uneducated | Single | abc | Blue | 24 | 3 | 5 | 4 | 7536.000 | 1272 | 0.683 | 4189 | 86 | 0.911 | 0.169 | 0 | 0 |
| 1671 | 53 | M | 5 | Graduate | Single | $120K + | Gold | 36 | 2 | 4 | 1 | 34516.000 | 2088 | 0.822 | 15290 | 123 | 0.732 | 0.060 | 0 | 0 |
| 1672 | 29 | F | 1 | College | Single | Less than $40K | Blue | 23 | 4 | 3 | 4 | 4945.000 | 0 | 1.033 | 2743 | 69 | 0.769 | 0.000 | 0 | 0 |
| 1673 | 44 | F | 4 | Doctorate | Married | abc | Blue | 36 | 5 | 2 | 4 | 8667.000 | 1775 | 0.729 | 3939 | 69 | 0.533 | 0.205 | 0 | 0 |
| 1674 | 34 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 25 | 1 | 2 | 3 | 3074.000 | 0 | 0.718 | 2721 | 54 | 0.688 | 0.000 | 1 | 1 |
| 1675 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 5 | 4161.000 | 2491 | 0.410 | 1203 | 30 | 0.579 | 0.599 | 0 | 0 |
| 1676 | 52 | F | 1 | Graduate | Divorced | abc | Blue | 35 | 3 | 2 | 4 | 13169.000 | 1499 | 0.603 | 4370 | 83 | 0.537 | 0.114 | 0 | 0 |
| 1677 | 36 | F | 1 | High School | Married | abc | Blue | 36 | 6 | 3 | 4 | 8500.000 | 2517 | 0.445 | 1618 | 37 | 1.312 | 0.296 | 0 | 0 |
| 1678 | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 1 | 3 | 3 | 3683.000 | 1039 | 0.595 | 4684 | 86 | 0.755 | 0.282 | 0 | 0 |
| 1679 | 33 | F | 4 | Graduate | Married | Less than $40K | Blue | 16 | 5 | 3 | 2 | 1438.300 | 611 | 0.692 | 4688 | 89 | 0.816 | 0.425 | 0 | 0 |
| 1680 | 38 | M | 3 | High School | Single | $60K - $80K | Blue | 25 | 5 | 1 | 4 | 9859.000 | 1305 | 0.722 | 4345 | 72 | 0.674 | 0.132 | 0 | 0 |
| 1681 | 36 | M | 1 | Graduate | Single | $120K + | Blue | 20 | 3 | 2 | 2 | 34516.000 | 0 | 0.531 | 2686 | 59 | 0.788 | 0.000 | 0 | 0 |
| 1682 | 48 | F | 1 | Graduate | Single | abc | Blue | 38 | 3 | 2 | 2 | 23007.000 | 1239 | 0.713 | 3395 | 63 | 0.465 | 0.054 | 0 | 0 |
| 1683 | 55 | F | 3 | Graduate | NaN | abc | Blue | 36 | 4 | 3 | 3 | 7869.000 | 1251 | 0.722 | 4314 | 83 | 0.729 | 0.159 | 0 | 0 |
| 1684 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2866.000 | 1882 | 0.803 | 4850 | 84 | 0.826 | 0.657 | 0 | 0 |
| 1685 | 52 | F | 4 | Uneducated | Divorced | abc | Blue | 42 | 4 | 4 | 1 | 12091.000 | 0 | 0.898 | 8127 | 74 | 0.805 | 0.000 | 1 | 1 |
| 1686 | 37 | F | 3 | College | Married | Less than $40K | Blue | 27 | 2 | 1 | 3 | 2939.000 | 1388 | 0.690 | 5076 | 84 | 0.826 | 0.472 | 0 | 0 |
| 1687 | 53 | M | 3 | Graduate | Married | $120K + | Blue | 34 | 6 | 2 | 2 | 2940.000 | 1264 | 0.562 | 1259 | 33 | 0.500 | 0.430 | 0 | 0 |
| 1688 | 61 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 4 | 3 | 5 | 7118.000 | 813 | 0.475 | 3964 | 66 | 0.650 | 0.114 | 0 | 0 |
| 1689 | 31 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 25 | 6 | 1 | 2 | 8673.000 | 0 | 0.876 | 2457 | 58 | 0.933 | 0.000 | 0 | 0 |
| 1690 | 52 | F | 1 | Graduate | Single | $40K - $60K | Blue | 40 | 2 | 1 | 2 | 4705.000 | 890 | 0.723 | 8226 | 97 | 0.644 | 0.189 | 0 | 0 |
| 1691 | 46 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 37 | 6 | 1 | 1 | 2695.000 | 1657 | 0.813 | 4068 | 53 | 0.963 | 0.615 | 0 | 0 |
| 1692 | 58 | F | 3 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 3 | 1 | 4669.000 | 1913 | 0.591 | 4363 | 73 | 0.973 | 0.410 | 0 | 0 |
| 1693 | 51 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1750.000 | 813 | 0.760 | 4333 | 68 | 0.700 | 0.465 | 0 | 0 |
| 1694 | 53 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 4 | 4 | 4 | 21953.000 | 1311 | 0.443 | 1413 | 37 | 0.370 | 0.060 | 0 | 0 |
| 1695 | 41 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 8666.000 | 0 | 0.682 | 3593 | 71 | 0.578 | 0.000 | 0 | 0 |
| 1696 | 51 | M | 3 | NaN | Married | $80K - $120K | Blue | 32 | 6 | 3 | 1 | 1817.000 | 885 | 0.621 | 3400 | 67 | 0.675 | 0.487 | 0 | 0 |
| 1697 | 36 | M | 3 | Graduate | Married | $80K - $120K | Blue | 21 | 5 | 3 | 2 | 5015.000 | 1963 | 0.881 | 2491 | 43 | 0.870 | 0.391 | 1 | 0 |
| 1698 | 40 | F | 3 | College | Single | $40K - $60K | Silver | 28 | 2 | 1 | 2 | 22361.000 | 1873 | 0.701 | 7586 | 94 | 0.567 | 0.084 | 0 | 0 |
| 1699 | 41 | M | 3 | NaN | Married | $60K - $80K | Blue | 30 | 3 | 1 | 1 | 2888.000 | 1676 | 0.534 | 3798 | 58 | 0.812 | 0.580 | 0 | 0 |
| 1700 | 60 | F | 1 | NaN | Single | Less than $40K | Blue | 51 | 3 | 3 | 3 | 6089.000 | 1341 | 0.757 | 14112 | 123 | 0.809 | 0.220 | 0 | 0 |
| 1701 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 43 | 4 | 3 | 3 | 11617.000 | 2517 | 0.457 | 1643 | 43 | 0.483 | 0.217 | 1 | 1 |
| 1702 | 39 | M | 3 | NaN | Single | $80K - $120K | Blue | 23 | 6 | 1 | 4 | 2718.000 | 2156 | 0.668 | 1711 | 36 | 0.440 | 0.793 | 0 | 0 |
| 1703 | 48 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 42 | 1 | 3 | 3 | 3202.000 | 2517 | 0.597 | 4675 | 88 | 0.692 | 0.786 | 0 | 0 |
| 1704 | 39 | F | 1 | Graduate | Single | abc | Blue | 34 | 3 | 1 | 1 | 2884.000 | 2517 | 0.693 | 4809 | 87 | 0.740 | 0.873 | 0 | 0 |
| 1705 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 2 | 2867.000 | 0 | 0.703 | 2646 | 41 | 0.464 | 0.000 | 1 | 1 |
| 1706 | 44 | F | 2 | NaN | Single | Less than $40K | Gold | 30 | 1 | 3 | 3 | 15365.000 | 630 | 0.807 | 7890 | 91 | 0.685 | 0.041 | 0 | 0 |
| 1707 | 65 | F | 1 | NaN | Single | $40K - $60K | Blue | 48 | 4 | 2 | 4 | 4599.000 | 637 | 0.622 | 2608 | 78 | 0.592 | 0.139 | 0 | 0 |
| 1708 | 39 | M | 3 | NaN | Married | $80K - $120K | Blue | 33 | 6 | 6 | 4 | 18582.000 | 794 | 0.717 | 1836 | 46 | 0.586 | 0.043 | 0 | 0 |
| 1709 | 55 | F | 1 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 3174.000 | 1951 | 0.766 | 1243 | 29 | 0.611 | 0.615 | 0 | 0 |
| 1710 | 49 | M | 3 | Uneducated | Married | $120K + | Gold | 38 | 4 | 3 | 4 | 14938.000 | 0 | 0.737 | 15277 | 131 | 0.724 | 0.000 | 0 | 0 |
| 1711 | 45 | F | 1 | Graduate | Single | Less than $40K | Blue | 35 | 1 | 1 | 3 | 4977.000 | 1411 | 0.652 | 4182 | 85 | 0.848 | 0.284 | 0 | 0 |
| 1712 | 54 | M | 3 | NaN | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 10448.000 | 1569 | 0.482 | 1604 | 39 | 0.444 | 0.150 | 0 | 0 |
| 1713 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 2396.000 | 2217 | 0.978 | 4593 | 74 | 0.721 | 0.925 | 0 | 0 |
| 1714 | 38 | M | 3 | Graduate | Single | $120K + | Blue | 29 | 4 | 3 | 0 | 9703.000 | 941 | 0.721 | 4190 | 81 | 1.025 | 0.097 | 0 | 0 |
| 1715 | 53 | M | 4 | Graduate | Married | $120K + | Blue | 38 | 5 | 2 | 3 | 34516.000 | 0 | 0.854 | 8417 | 72 | 0.714 | 0.000 | 1 | 1 |
| 1716 | 55 | F | 3 | Graduate | Married | abc | Blue | 45 | 1 | 3 | 1 | 2815.000 | 1848 | 0.563 | 2618 | 29 | 0.450 | 0.656 | 1 | 1 |
| 1717 | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3992.000 | 1289 | 1.008 | 2181 | 32 | 0.600 | 0.323 | 0 | 0 |
| 1718 | 46 | F | 1 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 3 | 0 | 2933.000 | 1569 | 0.648 | 4956 | 92 | 0.673 | 0.535 | 0 | 0 |
| 1719 | 54 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 16286.000 | 1710 | 1.223 | 2552 | 49 | 1.227 | 0.105 | 0 | 0 |
| 1720 | 41 | F | 2 | Uneducated | Married | abc | Blue | 32 | 2 | 5 | 3 | 5877.000 | 1713 | 0.791 | 15106 | 91 | 0.978 | 0.291 | 0 | 0 |
| 1721 | 56 | F | 3 | High School | NaN | Less than $40K | Blue | 44 | 4 | 3 | 2 | 1667.000 | 595 | 0.630 | 2424 | 40 | 0.481 | 0.357 | 1 | 1 |
| 1722 | 62 | F | 1 | College | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2378.000 | 1610 | 0.448 | 1807 | 45 | 0.607 | 0.677 | 0 | 1 |
| 1723 | 54 | F | 3 | College | Single | Less than $40K | Blue | 36 | 4 | 4 | 2 | 2957.000 | 1408 | 0.667 | 4280 | 82 | 0.783 | 0.476 | 0 | 0 |
| 1724 | 47 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 34 | 3 | 2 | 4 | 4249.000 | 1562 | 0.773 | 1881 | 49 | 0.815 | 0.368 | 0 | 0 |
| 1725 | 56 | F | 0 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 6 | 2 | 2463.000 | 1621 | 0.568 | 4118 | 70 | 0.591 | 0.658 | 0 | 0 |
| 1726 | 55 | F | 1 | College | Married | abc | Blue | 36 | 6 | 3 | 2 | 17642.000 | 1846 | 0.720 | 2148 | 54 | 0.862 | 0.105 | 0 | 0 |
| 1727 | 43 | F | 3 | College | Married | abc | Blue | 36 | 3 | 3 | 4 | 27175.000 | 775 | 0.543 | 3814 | 72 | 0.800 | 0.029 | 0 | 0 |
| 1728 | 45 | M | 2 | Graduate | Single | $60K - $80K | Silver | 33 | 4 | 2 | 2 | 34516.000 | 1529 | 0.609 | 13940 | 105 | 0.810 | 0.044 | 0 | 0 |
| 1729 | 38 | F | 1 | College | Married | Less than $40K | Blue | 25 | 3 | 3 | 1 | 2580.000 | 2265 | 0.824 | 1665 | 57 | 0.629 | 0.878 | 0 | 0 |
| 1730 | 52 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1438.300 | 978 | 0.773 | 947 | 33 | 0.571 | 0.680 | 1 | 1 |
| 1731 | 56 | F | 3 | Uneducated | Single | Less than $40K | Blue | 46 | 4 | 3 | 2 | 2258.000 | 0 | 0.617 | 4803 | 72 | 0.714 | 0.000 | 0 | 0 |
| 1732 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 44 | 6 | 2 | 2 | 13884.000 | 1204 | 0.575 | 4650 | 70 | 0.556 | 0.087 | 0 | 0 |
| 1733 | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 1 | 7093.000 | 2517 | 0.745 | 13937 | 120 | 0.846 | 0.355 | 0 | 0 |
| 1734 | 44 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 13 | 4 | 2 | 3 | 17846.000 | 1568 | 1.064 | 3626 | 77 | 0.878 | 0.088 | 0 | 0 |
| 1735 | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 27 | 4 | 2 | 3 | 3427.000 | 0 | 0.500 | 2625 | 63 | 0.500 | 0.000 | 1 | 1 |
| 1736 | 43 | F | 4 | Graduate | Divorced | abc | Blue | 23 | 6 | 3 | 2 | 3187.000 | 2430 | 0.617 | 1387 | 33 | 1.357 | 0.762 | 0 | 0 |
| 1737 | 37 | M | 4 | Graduate | Married | $60K - $80K | Blue | 30 | 5 | 3 | 2 | 2578.000 | 2517 | 0.896 | 1830 | 64 | 0.524 | 0.976 | 0 | 0 |
| 1738 | 41 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 8029.000 | 1576 | 0.826 | 1094 | 32 | 0.524 | 0.196 | 0 | 1 |
| 1739 | 46 | F | 4 | Graduate | Married | abc | Blue | 38 | 3 | 2 | 3 | 16815.000 | 0 | 0.938 | 2976 | 65 | 0.512 | 0.000 | 0 | 0 |
| 1740 | 48 | M | 4 | College | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 26443.000 | 1601 | 0.493 | 1593 | 36 | 0.333 | 0.061 | 0 | 1 |
| 1741 | 47 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 5 | 3 | 2 | 2623.000 | 1647 | 0.735 | 4388 | 83 | 0.804 | 0.628 | 0 | 0 |
| 1742 | 48 | M | 4 | College | Married | $80K - $120K | Blue | 32 | 5 | 2 | 3 | 25190.000 | 0 | 0.467 | 1533 | 41 | 0.323 | 0.000 | 1 | 1 |
| 1743 | 46 | F | 3 | Graduate | Single | Less than $40K | Silver | 39 | 4 | 3 | 2 | 12222.000 | 1260 | 1.138 | 3418 | 78 | 0.733 | 0.103 | 0 | 0 |
| 1744 | 54 | F | 5 | NaN | Single | Less than $40K | Blue | 49 | 2 | 3 | 2 | 1476.000 | 0 | 0.699 | 4462 | 75 | 0.786 | 0.000 | 0 | 0 |
| 1745 | 44 | M | 5 | NaN | Single | $80K - $120K | Blue | 32 | 5 | 3 | 2 | 14910.000 | 877 | 0.772 | 1150 | 26 | 0.625 | 0.059 | 0 | 1 |
| 1746 | 67 | F | 1 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 3 | 2 | 3006.000 | 2517 | 2.053 | 1661 | 32 | 1.000 | 0.837 | 0 | 0 |
| 1747 | 51 | M | 2 | College | Married | $120K + | Blue | 43 | 5 | 2 | 3 | 5232.000 | 1923 | 0.629 | 4976 | 93 | 0.661 | 0.368 | 0 | 0 |
| 1748 | 54 | F | 1 | NaN | Married | $40K - $60K | Blue | 49 | 4 | 3 | 6 | 2471.000 | 0 | 0.722 | 2519 | 35 | 0.522 | 0.000 | 1 | 1 |
| 1749 | 39 | M | 4 | College | Single | $80K - $120K | Blue | 31 | 4 | 3 | 2 | 32210.000 | 1115 | 0.620 | 1821 | 53 | 0.514 | 0.035 | 0 | 0 |
| 1750 | 56 | F | 2 | NaN | Single | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 2963.000 | 0 | 0.902 | 2919 | 47 | 0.382 | 0.000 | 1 | 1 |
| 1751 | 40 | M | 4 | College | Married | $40K - $60K | Silver | 34 | 3 | 2 | 1 | 15471.000 | 1291 | 0.651 | 3993 | 77 | 0.674 | 0.083 | 0 | 0 |
| 1752 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 16 | 2 | 1 | 2 | 2703.000 | 0 | 0.882 | 2752 | 43 | 0.433 | 0.000 | 1 | 1 |
| 1753 | 45 | F | 3 | Graduate | Married | abc | Blue | 41 | 5 | 4 | 2 | 2777.000 | 2118 | 1.036 | 4442 | 64 | 0.829 | 0.763 | 0 | 0 |
| 1754 | 45 | M | 2 | College | Single | $60K - $80K | Blue | 29 | 3 | 2 | 4 | 3841.000 | 0 | 0.794 | 2832 | 48 | 0.846 | 0.000 | 1 | 1 |
| 1755 | 47 | F | 1 | NaN | Married | Less than $40K | Blue | 35 | 6 | 2 | 4 | 1850.000 | 896 | 0.724 | 2613 | 41 | 0.708 | 0.484 | 1 | 1 |
| 1756 | 26 | M | 0 | Uneducated | Single | Less than $40K | Blue | 13 | 4 | 4 | 4 | 2237.000 | 451 | 0.837 | 2192 | 36 | 0.440 | 0.202 | 0 | 0 |
| 1757 | 58 | F | 1 | Uneducated | Married | abc | Blue | 36 | 5 | 2 | 3 | 4784.000 | 0 | 0.905 | 2160 | 54 | 0.929 | 0.000 | 0 | 0 |
| 1758 | 45 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 2143.000 | 1479 | 0.708 | 4404 | 77 | 0.750 | 0.690 | 0 | 0 |
| 1759 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 6 | 4 | 2873.000 | 1247 | 0.889 | 3943 | 80 | 0.702 | 0.434 | 0 | 0 |
| 1760 | 65 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 2 | 2 | 4613.000 | 1619 | 0.697 | 2328 | 62 | 0.722 | 0.351 | 0 | 0 |
| 1761 | 33 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 4838.000 | 1338 | 0.707 | 2641 | 67 | 0.595 | 0.277 | 0 | 0 |
| 1762 | 55 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 44 | 3 | 2 | 2 | 2323.000 | 0 | 0.737 | 804 | 15 | 0.500 | 0.000 | 1 | 1 |
| 1763 | 57 | M | 3 | Graduate | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8249.000 | 1381 | 0.798 | 678 | 11 | 0.833 | 0.167 | 1 | 1 |
| 1764 | 37 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 5 | 4 | 1438.300 | 647 | 0.889 | 4803 | 64 | 0.684 | 0.450 | 0 | 0 |
| 1765 | 36 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 4 | 1 | 2466.000 | 1750 | 0.774 | 5005 | 76 | 0.767 | 0.710 | 0 | 0 |
| 1766 | 48 | F | 2 | College | Married | Less than $40K | Blue | 44 | 5 | 1 | 3 | 4570.000 | 2439 | 0.693 | 1520 | 34 | 0.700 | 0.534 | 0 | 0 |
| 1767 | 61 | F | 1 | College | Married | abc | Blue | 46 | 6 | 2 | 2 | 5686.000 | 0 | 1.027 | 4338 | 67 | 0.675 | 0.000 | 0 | 0 |
| 1768 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 2683.000 | 1671 | 0.784 | 1406 | 37 | 0.423 | 0.623 | 0 | 0 |
| 1769 | 42 | F | 3 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 1 | 2 | 7169.000 | 902 | 0.834 | 1438 | 35 | 0.591 | 0.126 | 0 | 0 |
| 1770 | 31 | M | 0 | Uneducated | Single | Less than $40K | Blue | 25 | 5 | 2 | 2 | 5715.000 | 1741 | 0.816 | 2324 | 67 | 1.030 | 0.305 | 0 | 0 |
| 1771 | 47 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 8109.000 | 0 | 0.601 | 1835 | 43 | 0.344 | 0.000 | 1 | 1 |
| 1772 | 29 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 4023.000 | 1437 | 0.690 | 12510 | 96 | 0.920 | 0.357 | 0 | 0 |
| 1773 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 42 | 2 | 4 | 3 | 2575.000 | 2517 | 0.310 | 1874 | 40 | 0.739 | 0.977 | 1 | 1 |
| 1774 | 40 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 5093.000 | 2376 | 0.822 | 2341 | 57 | 0.541 | 0.467 | 0 | 0 |
| 1775 | 41 | F | 2 | College | Married | Less than $40K | Blue | 36 | 5 | 5 | 1 | 1438.300 | 0 | 0.686 | 4565 | 84 | 0.714 | 0.000 | 0 | 0 |
| 1776 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 4 | 1682.000 | 0 | 0.750 | 1811 | 39 | 0.500 | 0.000 | 1 | 1 |
| 1777 | 56 | M | 2 | Graduate | Divorced | $120K + | Blue | 45 | 3 | 3 | 1 | 3296.000 | 1435 | 0.968 | 4327 | 66 | 0.737 | 0.435 | 0 | 0 |
| 1778 | 37 | F | 3 | High School | Married | Less than $40K | Blue | 19 | 5 | 1 | 3 | 4138.000 | 0 | 1.168 | 2420 | 50 | 0.613 | 0.000 | 0 | 1 |
| 1779 | 32 | M | 1 | Uneducated | Married | Less than $40K | Blue | 23 | 1 | 3 | 3 | 2218.000 | 1696 | 0.367 | 730 | 20 | 0.429 | 0.765 | 1 | 1 |
| 1780 | 55 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 2 | 5 | 4 | 4841.000 | 859 | 1.003 | 8918 | 87 | 0.977 | 0.177 | 1 | 1 |
| 1781 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 40 | 3 | 1 | 4 | 13306.000 | 2458 | 0.516 | 3556 | 68 | 0.581 | 0.185 | 0 | 0 |
| 1782 | 43 | M | 1 | High School | Married | $80K - $120K | Silver | 30 | 1 | 1 | 3 | 34516.000 | 2045 | 0.590 | 4081 | 54 | 0.421 | 0.059 | 0 | 1 |
| 1783 | 38 | M | 1 | High School | Single | $120K + | Blue | 27 | 6 | 2 | 2 | 22487.000 | 889 | 0.528 | 4960 | 73 | 0.460 | 0.040 | 0 | 0 |
| 1784 | 40 | M | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 1 | 2 | 2577.000 | 1812 | 0.666 | 4134 | 62 | 0.824 | 0.703 | 0 | 0 |
| 1785 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 3 | 3 | 3 | 2664.000 | 0 | 0.731 | 3906 | 74 | 0.574 | 0.000 | 0 | 0 |
| 1786 | 47 | M | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 3 | 4 | 14535.000 | 0 | 0.711 | 2970 | 76 | 0.689 | 0.000 | 0 | 0 |
| 1787 | 39 | M | 2 | NaN | Married | $80K - $120K | Blue | 27 | 3 | 3 | 2 | 34516.000 | 1629 | 1.078 | 3448 | 53 | 1.038 | 0.047 | 0 | 0 |
| 1788 | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 31 | 3 | 1 | 4 | 11906.000 | 2032 | 0.465 | 1642 | 39 | 0.625 | 0.171 | 0 | 0 |
| 1789 | 51 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2006.000 | 1608 | 1.043 | 2760 | 38 | 0.652 | 0.802 | 1 | 1 |
| 1790 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 3 | 2 | 5541.000 | 2517 | 0.879 | 9195 | 73 | 0.825 | 0.454 | 1 | 1 |
| 1791 | 54 | F | 1 | College | Married | abc | Blue | 43 | 3 | 3 | 2 | 5839.000 | 2130 | 0.687 | 1640 | 44 | 0.333 | 0.365 | 0 | 0 |
| 1792 | 44 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 27 | 1 | 2 | 1 | 24134.000 | 1290 | 0.814 | 13311 | 110 | 0.642 | 0.053 | 0 | 0 |
| 1793 | 55 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 13598.000 | 852 | 0.785 | 4047 | 76 | 0.810 | 0.063 | 0 | 0 |
| 1794 | 61 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 2 | 2 | 3 | 3193.000 | 2517 | 1.831 | 1336 | 30 | 1.143 | 0.788 | 0 | 0 |
| 1795 | 52 | M | 2 | High School | Single | $120K + | Blue | 44 | 4 | 2 | 2 | 6617.000 | 2517 | 0.459 | 3595 | 68 | 0.659 | 0.380 | 0 | 0 |
| 1796 | 48 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3442.000 | 1229 | 0.810 | 14618 | 100 | 0.724 | 0.357 | 0 | 0 |
| 1797 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 45 | 1 | 1 | 1 | 4209.000 | 0 | 0.856 | 5938 | 83 | 0.694 | 0.000 | 0 | 1 |
| 1798 | 40 | F | 2 | NaN | Married | abc | Blue | 28 | 5 | 5 | 2 | 14999.000 | 1123 | 0.539 | 3441 | 69 | 0.468 | 0.075 | 0 | 0 |
| 1799 | 28 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1707.000 | 1191 | 0.669 | 2950 | 87 | 0.977 | 0.698 | 0 | 0 |
| 1800 | 43 | F | 3 | College | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2227.000 | 1394 | 1.481 | 1972 | 41 | 0.864 | 0.626 | 0 | 0 |
| 1801 | 52 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 1 | 2 | 4555.000 | 0 | 1.031 | 3646 | 66 | 1.200 | 0.000 | 0 | 0 |
| 1802 | 34 | M | 2 | Graduate | Married | $40K - $60K | Blue | 17 | 6 | 2 | 1 | 3323.000 | 1062 | 0.729 | 4610 | 78 | 0.773 | 0.320 | 0 | 0 |
| 1803 | 38 | F | 2 | College | NaN | Less than $40K | Blue | 32 | 2 | 2 | 6 | 7385.000 | 1817 | 1.029 | 5070 | 50 | 0.389 | 0.246 | 1 | 1 |
| 1804 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 34 | 5 | 4 | 1 | 13587.000 | 2374 | 0.789 | 4995 | 88 | 0.692 | 0.175 | 0 | 0 |
| 1805 | 42 | F | 2 | College | Married | $40K - $60K | Blue | 28 | 6 | 2 | 1 | 1820.000 | 0 | 0.658 | 4592 | 67 | 0.811 | 0.000 | 0 | 0 |
| 1806 | 35 | F | 2 | Uneducated | Single | abc | Blue | 29 | 3 | 1 | 1 | 2423.000 | 0 | 0.663 | 4651 | 69 | 0.568 | 0.000 | 0 | 0 |
| 1807 | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 4 | 2 | 9671.000 | 704 | 0.699 | 2955 | 66 | 0.941 | 0.073 | 0 | 0 |
| 1808 | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 25666.000 | 756 | 0.690 | 4088 | 84 | 0.867 | 0.029 | 0 | 0 |
| 1809 | 50 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 40 | 5 | 2 | 3 | 3065.000 | 1570 | 1.077 | 1130 | 28 | 1.333 | 0.512 | 0 | 0 |
| 1810 | 50 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 21322.000 | 2216 | 0.921 | 8693 | 91 | 0.569 | 0.104 | 0 | 0 |
| 1811 | 59 | F | 0 | Uneducated | Married | Less than $40K | Blue | 39 | 6 | 3 | 4 | 2417.000 | 1932 | 1.044 | 2367 | 50 | 0.786 | 0.799 | 0 | 1 |
| 1812 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 3 | 3 | 1938.000 | 0 | 0.612 | 2870 | 49 | 0.750 | 0.000 | 1 | 1 |
| 1813 | 48 | M | 3 | College | Married | $120K + | Blue | 36 | 2 | 3 | 2 | 32777.000 | 0 | 0.665 | 4520 | 75 | 0.923 | 0.000 | 0 | 0 |
| 1814 | 50 | F | 1 | Graduate | Married | abc | Blue | 44 | 5 | 2 | 2 | 5708.000 | 1884 | 0.791 | 4914 | 60 | 0.765 | 0.330 | 0 | 0 |
| 1815 | 56 | F | 2 | Graduate | Married | abc | Blue | 36 | 3 | 3 | 2 | 5335.000 | 996 | 0.469 | 1454 | 43 | 0.433 | 0.187 | 0 | 0 |
| 1816 | 44 | F | 2 | College | NaN | abc | Blue | 37 | 4 | 3 | 3 | 5589.000 | 1336 | 0.944 | 4262 | 75 | 1.027 | 0.239 | 0 | 0 |
| 1817 | 43 | F | 3 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5702.000 | 2165 | 0.790 | 14970 | 120 | 0.935 | 0.380 | 0 | 0 |
| 1818 | 51 | F | 1 | High School | Single | abc | Blue | 39 | 4 | 3 | 2 | 5448.000 | 0 | 1.011 | 4443 | 75 | 1.083 | 0.000 | 0 | 0 |
| 1819 | 59 | F | 2 | NaN | Single | abc | Blue | 45 | 1 | 3 | 3 | 2721.000 | 1885 | 0.853 | 2594 | 48 | 0.455 | 0.693 | 1 | 1 |
| 1820 | 46 | M | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 2 | 2 | 2 | 6903.000 | 2091 | 0.919 | 15751 | 107 | 0.911 | 0.303 | 0 | 0 |
| 1821 | 54 | F | 4 | NaN | Divorced | Less than $40K | Blue | 49 | 6 | 1 | 1 | 9376.000 | 1288 | 0.597 | 1562 | 33 | 0.500 | 0.137 | 0 | 0 |
| 1822 | 56 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 4 | 4 | 3088.000 | 2517 | 0.848 | 2292 | 54 | 0.862 | 0.815 | 0 | 1 |
| 1823 | 32 | M | 2 | Graduate | Single | $120K + | Gold | 22 | 2 | 2 | 3 | 34516.000 | 1692 | 0.983 | 7486 | 64 | 0.730 | 0.049 | 1 | 1 |
| 1824 | 53 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8979.000 | 1289 | 0.651 | 7422 | 87 | 0.673 | 0.144 | 0 | 0 |
| 1825 | 50 | F | 3 | Doctorate | Single | abc | Blue | 36 | 4 | 3 | 3 | 5173.000 | 0 | 0.912 | 8757 | 68 | 0.789 | 0.000 | 1 | 1 |
| 1826 | 48 | M | 3 | NaN | Married | $120K + | Blue | 43 | 5 | 3 | 0 | 6626.000 | 1558 | 1.020 | 2838 | 49 | 1.333 | 0.235 | 0 | 0 |
| 1827 | 44 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 7742.000 | 1163 | 0.729 | 9081 | 100 | 0.852 | 0.150 | 0 | 0 |
| 1828 | 45 | F | 2 | Doctorate | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 5553.000 | 1117 | 0.914 | 3744 | 52 | 0.793 | 0.201 | 0 | 0 |
| 1829 | 54 | F | 2 | Graduate | Married | abc | Blue | 46 | 5 | 3 | 2 | 3014.000 | 794 | 0.500 | 1488 | 30 | 0.579 | 0.263 | 0 | 0 |
| 1830 | 48 | M | 4 | Post-Graduate | Divorced | $60K - $80K | Blue | 38 | 3 | 2 | 2 | 11596.000 | 1258 | 0.426 | 4686 | 67 | 0.675 | 0.108 | 0 | 0 |
| 1831 | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1663.000 | 1112 | 0.588 | 2978 | 61 | 0.906 | 0.669 | 0 | 0 |
| 1832 | 40 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1438.300 | 544 | 0.543 | 2294 | 40 | 0.739 | 0.378 | 1 | 1 |
| 1833 | 42 | M | 3 | NaN | Married | $40K - $60K | Blue | 29 | 4 | 3 | 4 | 6698.000 | 1327 | 0.798 | 4065 | 77 | 0.711 | 0.198 | 0 | 0 |
| 1834 | 53 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2615.000 | 1772 | 0.611 | 1419 | 38 | 0.357 | 0.678 | 0 | 0 |
| 1835 | 49 | F | 4 | High School | Single | abc | Silver | 30 | 2 | 3 | 2 | 34516.000 | 1963 | 0.758 | 13174 | 86 | 0.792 | 0.057 | 0 | 0 |
| 1836 | 52 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 45 | 4 | 1 | 4 | 11819.000 | 929 | 0.773 | 2431 | 46 | 0.484 | 0.079 | 0 | 1 |
| 1837 | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 55 | 1 | 5 | 5 | 10882.000 | 2517 | 0.266 | 1861 | 46 | 0.278 | 0.231 | 1 | 1 |
| 1838 | 32 | M | 1 | Graduate | Married | $40K - $60K | Blue | 24 | 1 | 1 | 2 | 9711.000 | 972 | 0.647 | 14926 | 115 | 0.742 | 0.100 | 0 | 0 |
| 1839 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2563.000 | 1765 | 0.857 | 4515 | 77 | 0.925 | 0.689 | 0 | 0 |
| 1840 | 45 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 35 | 3 | 5 | 2 | 1850.000 | 621 | 0.682 | 4234 | 74 | 0.682 | 0.336 | 0 | 0 |
| 1841 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 4 | 1 | 3 | 3416.000 | 2044 | 0.994 | 1924 | 48 | 0.920 | 0.598 | 0 | 0 |
| 1842 | 41 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 9133.000 | 2140 | 0.649 | 4101 | 88 | 0.630 | 0.234 | 0 | 0 |
| 1843 | 59 | M | 0 | Graduate | Married | $60K - $80K | Blue | 53 | 6 | 1 | 4 | 12554.000 | 2169 | 0.529 | 1422 | 30 | 0.579 | 0.173 | 0 | 0 |
| 1844 | 49 | F | 3 | NaN | Single | Less than $40K | Blue | 44 | 4 | 2 | 4 | 1546.000 | 0 | 0.793 | 4496 | 83 | 0.660 | 0.000 | 0 | 0 |
| 1845 | 55 | F | 1 | College | Single | Less than $40K | Blue | 48 | 3 | 5 | 3 | 2114.000 | 546 | 0.619 | 2578 | 42 | 0.750 | 0.258 | 1 | 1 |
| 1846 | 39 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 5 | 3 | 2 | 3279.000 | 0 | 0.765 | 5048 | 75 | 0.923 | 0.000 | 0 | 0 |
| 1847 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4549.000 | 1193 | 0.445 | 1914 | 33 | 0.500 | 0.262 | 0 | 1 |
| 1848 | 37 | F | 3 | Graduate | Single | abc | Blue | 28 | 4 | 2 | 3 | 3642.000 | 610 | 0.676 | 2790 | 68 | 0.581 | 0.167 | 0 | 0 |
| 1849 | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 26 | 5 | 2 | 4 | 1934.000 | 985 | 0.720 | 4019 | 78 | 0.857 | 0.509 | 0 | 0 |
| 1850 | 51 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 2585.000 | 1847 | 0.627 | 3480 | 64 | 0.600 | 0.715 | 0 | 0 |
| 1851 | 36 | M | 1 | Graduate | Married | $80K - $120K | Blue | 32 | 4 | 4 | 3 | 15488.000 | 1463 | 1.280 | 2916 | 50 | 0.724 | 0.094 | 0 | 0 |
| 1852 | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 4654.000 | 1349 | 0.810 | 4277 | 71 | 0.690 | 0.290 | 0 | 0 |
| 1853 | 47 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 12510.000 | 1871 | 0.748 | 14018 | 128 | 0.778 | 0.150 | 0 | 0 |
| 1854 | 48 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 4 | 8739.000 | 0 | 0.715 | 4276 | 69 | 0.769 | 0.000 | 0 | 0 |
| 1855 | 36 | F | 2 | College | NaN | abc | Blue | 24 | 6 | 3 | 3 | 3448.000 | 1903 | 0.841 | 5471 | 87 | 0.642 | 0.552 | 0 | 0 |
| 1856 | 58 | M | 1 | Graduate | Married | $60K - $80K | Blue | 48 | 2 | 3 | 2 | 20724.000 | 2221 | 0.769 | 14215 | 109 | 0.703 | 0.107 | 0 | 0 |
| 1857 | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 19711.000 | 0 | 1.037 | 3602 | 72 | 1.000 | 0.000 | 0 | 0 |
| 1858 | 43 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 31 | 5 | 1 | 4 | 28700.000 | 769 | 0.901 | 3395 | 71 | 0.578 | 0.027 | 0 | 0 |
| 1859 | 49 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 6 | 2 | 5 | 8353.000 | 1535 | 1.323 | 4200 | 83 | 0.804 | 0.184 | 0 | 0 |
| 1860 | 37 | F | 2 | NaN | Married | Less than $40K | Blue | 18 | 3 | 3 | 1 | 2023.000 | 1587 | 0.647 | 4391 | 79 | 0.837 | 0.784 | 0 | 0 |
| 1861 | 53 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 18551.000 | 1434 | 1.149 | 5364 | 90 | 0.765 | 0.077 | 0 | 0 |
| 1862 | 42 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 3241.000 | 0 | 0.442 | 2152 | 43 | 0.303 | 0.000 | 1 | 1 |
| 1863 | 53 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 9355.000 | 715 | 0.422 | 1138 | 38 | 0.727 | 0.076 | 0 | 1 |
| 1864 | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 49 | 4 | 2 | 4 | 2094.000 | 1560 | 0.537 | 1969 | 41 | 0.367 | 0.745 | 0 | 0 |
| 1865 | 57 | M | 4 | NaN | Divorced | $120K + | Blue | 36 | 2 | 2 | 3 | 13694.000 | 2219 | 1.078 | 9040 | 63 | 0.800 | 0.162 | 1 | 1 |
| 1866 | 40 | F | 2 | Uneducated | NaN | $40K - $60K | Silver | 28 | 5 | 3 | 4 | 16903.000 | 1507 | 0.970 | 3819 | 61 | 0.525 | 0.089 | 0 | 0 |
| 1867 | 48 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 3 | 2 | 1605.000 | 1300 | 0.950 | 4495 | 67 | 0.718 | 0.810 | 0 | 0 |
| 1868 | 48 | F | 2 | NaN | Single | abc | Blue | 40 | 3 | 3 | 4 | 8012.000 | 0 | 0.596 | 2645 | 63 | 0.800 | 0.000 | 0 | 0 |
| 1869 | 44 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2936.000 | 1297 | 0.556 | 4509 | 70 | 0.795 | 0.442 | 0 | 0 |
| 1870 | 52 | M | 1 | Graduate | Single | $80K - $120K | Silver | 44 | 2 | 1 | 2 | 34516.000 | 1618 | 1.000 | 11603 | 109 | 0.847 | 0.047 | 0 | 0 |
| 1871 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 1 | 1 | 1787.000 | 0 | 0.609 | 3912 | 79 | 0.975 | 0.000 | 0 | 0 |
| 1872 | 41 | M | 5 | Graduate | Single | $120K + | Blue | 29 | 5 | 2 | 2 | 5207.000 | 1748 | 1.073 | 1310 | 26 | 1.000 | 0.336 | 0 | 0 |
| 1873 | 49 | F | 3 | NaN | Single | Less than $40K | Blue | 42 | 5 | 3 | 3 | 3261.000 | 814 | 0.850 | 4739 | 89 | 0.712 | 0.250 | 0 | 0 |
| 1874 | 43 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 17306.000 | 0 | 0.400 | 6205 | 65 | 0.806 | 0.000 | 1 | 1 |
| 1875 | 38 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 2346.000 | 0 | 0.394 | 3982 | 72 | 0.532 | 0.000 | 0 | 0 |
| 1876 | 41 | M | 2 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 2 | 2 | 2683.000 | 1738 | 0.745 | 2274 | 52 | 0.733 | 0.648 | 0 | 1 |
| 1877 | 31 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 4 | 2 | 3 | 2239.000 | 1256 | 0.605 | 4986 | 83 | 0.976 | 0.561 | 0 | 0 |
| 1878 | 33 | F | 3 | College | Single | Less than $40K | Blue | 23 | 6 | 4 | 1 | 2562.000 | 1968 | 0.546 | 2256 | 70 | 0.591 | 0.768 | 0 | 0 |
| 1879 | 31 | M | 0 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3312.000 | 2491 | 0.620 | 2670 | 50 | 0.667 | 0.752 | 0 | 1 |
| 1880 | 41 | M | 4 | NaN | Married | $120K + | Silver | 36 | 3 | 1 | 4 | 34516.000 | 2205 | 0.897 | 15033 | 98 | 0.922 | 0.064 | 0 | 0 |
| 1881 | 43 | F | 5 | Graduate | Single | abc | Blue | 34 | 6 | 6 | 3 | 4607.000 | 2440 | 0.646 | 4825 | 77 | 0.878 | 0.530 | 0 | 0 |
| 1882 | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 19629.000 | 0 | 0.766 | 4073 | 79 | 0.881 | 0.000 | 0 | 0 |
| 1883 | 48 | F | 3 | NaN | Married | Less than $40K | Blue | 43 | 3 | 1 | 2 | 3119.000 | 2196 | 0.810 | 4705 | 77 | 1.200 | 0.704 | 0 | 0 |
| 1884 | 59 | M | 0 | High School | Single | $80K - $120K | Blue | 47 | 5 | 3 | 3 | 26812.000 | 1491 | 0.679 | 14838 | 110 | 0.642 | 0.056 | 0 | 0 |
| 1885 | 51 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 40 | 2 | 1 | 1 | 3559.000 | 0 | 0.585 | 4498 | 94 | 0.649 | 0.000 | 0 | 0 |
| 1886 | 41 | F | 3 | Doctorate | Single | abc | Blue | 36 | 2 | 3 | 6 | 2246.000 | 0 | 0.725 | 3607 | 51 | 0.821 | 0.000 | 1 | 1 |
| 1887 | 57 | F | 2 | High School | Married | Less than $40K | Blue | 52 | 6 | 3 | 2 | 1441.000 | 0 | 1.364 | 2742 | 58 | 0.758 | 0.000 | 0 | 1 |
| 1888 | 33 | M | 3 | High School | Married | $60K - $80K | Blue | 25 | 5 | 2 | 2 | 14918.000 | 2028 | 1.342 | 2171 | 35 | 1.059 | 0.136 | 0 | 0 |
| 1889 | 51 | F | 0 | Uneducated | Married | abc | Blue | 36 | 6 | 3 | 2 | 5881.000 | 0 | 0.710 | 4431 | 89 | 0.816 | 0.000 | 0 | 0 |
| 1890 | 47 | M | 5 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2721.000 | 1264 | 0.796 | 4557 | 71 | 0.972 | 0.465 | 0 | 0 |
| 1891 | 45 | F | 4 | Doctorate | NaN | abc | Silver | 39 | 4 | 1 | 2 | 34516.000 | 1298 | 0.757 | 1906 | 39 | 0.773 | 0.038 | 0 | 0 |
| 1892 | 46 | M | 3 | High School | Single | $60K - $80K | Silver | 29 | 4 | 3 | 3 | 34516.000 | 2040 | 0.764 | 3754 | 53 | 1.038 | 0.059 | 0 | 0 |
| 1893 | 53 | M | 3 | High School | Married | $120K + | Blue | 47 | 5 | 1 | 3 | 19081.000 | 2431 | 0.370 | 1536 | 31 | 0.476 | 0.127 | 0 | 0 |
| 1894 | 34 | F | 0 | NaN | Married | Less than $40K | Blue | 26 | 5 | 3 | 1 | 2291.000 | 0 | 0.892 | 5409 | 82 | 0.822 | 0.000 | 0 | 0 |
| 1895 | 56 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 50 | 5 | 2 | 2 | 5084.000 | 1683 | 0.923 | 4060 | 55 | 0.774 | 0.331 | 0 | 0 |
| 1896 | 51 | F | 1 | Uneducated | Married | abc | Blue | 44 | 6 | 2 | 1 | 3553.000 | 0 | 0.844 | 4923 | 89 | 0.648 | 0.000 | 0 | 0 |
| 1897 | 53 | F | 3 | NaN | Single | Less than $40K | Blue | 42 | 1 | 1 | 3 | 2915.000 | 2041 | 0.927 | 4272 | 70 | 0.750 | 0.700 | 0 | 0 |
| 1898 | 50 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1930.000 | 952 | 0.670 | 3862 | 80 | 0.818 | 0.493 | 0 | 0 |
| 1899 | 54 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 4717.000 | 1590 | 0.802 | 4216 | 67 | 0.595 | 0.337 | 0 | 0 |
| 1900 | 52 | F | 3 | High School | Married | $40K - $60K | Blue | 47 | 2 | 2 | 3 | 8018.000 | 134 | 0.717 | 2409 | 38 | 0.310 | 0.017 | 1 | 1 |
| 1901 | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 2086.000 | 2007 | 1.051 | 2537 | 48 | 0.600 | 0.962 | 1 | 1 |
| 1902 | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 11277.000 | 1747 | 0.503 | 2033 | 56 | 0.867 | 0.155 | 0 | 0 |
| 1903 | 51 | M | 3 | College | Married | $120K + | Blue | 40 | 3 | 3 | 2 | 34516.000 | 1476 | 0.763 | 14145 | 119 | 0.776 | 0.043 | 0 | 0 |
| 1904 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 2155.000 | 1290 | 0.718 | 3781 | 61 | 0.906 | 0.599 | 0 | 0 |
| 1905 | 36 | M | 4 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 1 | 1 | 2222.000 | 1291 | 0.988 | 4095 | 88 | 0.630 | 0.581 | 0 | 0 |
| 1906 | 44 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 3 | 2 | 1547.000 | 0 | 0.792 | 4348 | 63 | 0.615 | 0.000 | 0 | 0 |
| 1907 | 34 | M | 0 | Graduate | Married | $40K - $60K | Blue | 17 | 4 | 1 | 4 | 2638.000 | 2092 | 0.591 | 1868 | 43 | 0.344 | 0.793 | 0 | 0 |
| 1908 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2228.000 | 0 | 0.686 | 2523 | 45 | 0.607 | 0.000 | 1 | 1 |
| 1909 | 47 | F | 1 | NaN | Single | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2173.000 | 596 | 0.810 | 2738 | 45 | 0.406 | 0.274 | 1 | 1 |
| 1910 | 50 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 10588.000 | 994 | 0.786 | 4623 | 84 | 0.585 | 0.094 | 0 | 0 |
| 1911 | 50 | F | 4 | Uneducated | Single | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2835.000 | 2292 | 0.732 | 4686 | 79 | 0.756 | 0.808 | 0 | 0 |
| 1912 | 54 | F | 4 | High School | Single | $40K - $60K | Blue | 48 | 2 | 4 | 1 | 3089.000 | 1177 | 1.010 | 5237 | 75 | 0.829 | 0.381 | 0 | 0 |
| 1913 | 43 | M | 2 | High School | Married | $120K + | Silver | 23 | 3 | 3 | 2 | 34516.000 | 1153 | 0.890 | 4486 | 71 | 0.690 | 0.033 | 0 | 0 |
| 1914 | 47 | M | 3 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 2589.000 | 1693 | 0.878 | 4259 | 83 | 0.766 | 0.654 | 0 | 0 |
| 1915 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 6 | 3 | 4 | 2469.000 | 1491 | 0.869 | 4351 | 62 | 0.632 | 0.604 | 0 | 0 |
| 1916 | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 2 | 2 | 2303.000 | 722 | 0.807 | 4469 | 80 | 0.778 | 0.314 | 0 | 0 |
| 1917 | 54 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 2 | 0 | 1491.000 | 1349 | 0.756 | 4365 | 71 | 0.732 | 0.905 | 0 | 0 |
| 1918 | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 50 | 4 | 3 | 5 | 16254.000 | 1518 | 1.256 | 2502 | 55 | 0.571 | 0.093 | 0 | 0 |
| 1919 | 43 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1536.000 | 0 | 0.571 | 1973 | 36 | 0.333 | 0.000 | 1 | 1 |
| 1920 | 60 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 54 | 3 | 3 | 3 | 13035.000 | 1285 | 0.761 | 14585 | 97 | 0.980 | 0.099 | 0 | 0 |
| 1921 | 46 | F | 4 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 1925.000 | 1202 | 0.518 | 4343 | 66 | 0.737 | 0.624 | 0 | 0 |
| 1922 | 60 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 48 | 3 | 1 | 3 | 30655.000 | 0 | 0.475 | 3280 | 78 | 0.625 | 0.000 | 0 | 0 |
| 1923 | 45 | M | 2 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 1 | 1 | 13362.000 | 0 | 0.682 | 4155 | 79 | 0.795 | 0.000 | 0 | 0 |
| 1924 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 3 | 2 | 3 | 4138.000 | 643 | 0.681 | 1827 | 49 | 0.581 | 0.155 | 0 | 1 |
| 1925 | 30 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 22 | 3 | 3 | 3 | 6476.000 | 0 | 0.551 | 2723 | 66 | 0.650 | 0.000 | 0 | 0 |
| 1926 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1593.000 | 0 | 0.610 | 4853 | 78 | 0.592 | 0.000 | 0 | 0 |
| 1927 | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 27 | 6 | 3 | 2 | 2901.000 | 2384 | 0.717 | 3835 | 78 | 0.592 | 0.822 | 0 | 0 |
| 1928 | 48 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 43 | 5 | 3 | 2 | 6383.000 | 1436 | 0.845 | 4462 | 88 | 0.660 | 0.225 | 0 | 0 |
| 1929 | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 4 | 2 | 4 | 7949.000 | 1514 | 0.857 | 3355 | 58 | 0.657 | 0.190 | 0 | 0 |
| 1930 | 46 | F | 4 | NaN | NaN | $40K - $60K | Blue | 38 | 4 | 2 | 3 | 2505.000 | 0 | 0.800 | 4384 | 80 | 0.860 | 0.000 | 0 | 0 |
| 1931 | 54 | F | 2 | High School | Single | abc | Blue | 45 | 5 | 3 | 5 | 7563.000 | 1465 | 0.511 | 4175 | 67 | 0.718 | 0.194 | 0 | 0 |
| 1932 | 45 | F | 4 | High School | Married | abc | Blue | 39 | 4 | 3 | 2 | 24880.000 | 836 | 0.701 | 1208 | 25 | 1.083 | 0.034 | 0 | 0 |
| 1933 | 35 | M | 4 | High School | Married | $40K - $60K | Blue | 27 | 6 | 2 | 3 | 5325.000 | 1318 | 1.045 | 1814 | 43 | 0.593 | 0.248 | 0 | 0 |
| 1934 | 52 | F | 1 | High School | Single | Less than $40K | Blue | 40 | 2 | 1 | 1 | 4119.000 | 2517 | 0.754 | 15215 | 121 | 0.862 | 0.611 | 0 | 0 |
| 1935 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 5 | 1 | 2 | 4995.000 | 1766 | 0.760 | 4389 | 82 | 0.864 | 0.354 | 0 | 0 |
| 1936 | 50 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 4 | 4 | 3 | 1852.000 | 0 | 0.801 | 4339 | 82 | 0.783 | 0.000 | 0 | 0 |
| 1937 | 45 | F | 4 | Graduate | NaN | Less than $40K | Blue | 33 | 1 | 3 | 2 | 1748.000 | 1103 | 0.739 | 2335 | 41 | 0.708 | 0.631 | 1 | 1 |
| 1938 | 34 | F | 1 | College | Single | abc | Blue | 20 | 2 | 2 | 2 | 3190.000 | 1959 | 0.622 | 4220 | 66 | 0.610 | 0.614 | 0 | 0 |
| 1939 | 57 | M | 2 | College | Married | $60K - $80K | Blue | 52 | 5 | 3 | 3 | 6584.000 | 1817 | 0.620 | 1353 | 35 | 0.667 | 0.276 | 0 | 0 |
| 1940 | 44 | F | 3 | College | Divorced | abc | Blue | 38 | 5 | 3 | 2 | 2002.000 | 1448 | 0.734 | 3406 | 62 | 0.632 | 0.723 | 0 | 0 |
| 1941 | 59 | F | 2 | NaN | Married | Less than $40K | Blue | 46 | 2 | 6 | 2 | 5218.000 | 1907 | 0.797 | 4658 | 85 | 0.889 | 0.365 | 0 | 0 |
| 1942 | 54 | M | 5 | NaN | Married | $120K + | Blue | 42 | 1 | 1 | 3 | 3731.000 | 1903 | 0.915 | 4667 | 88 | 0.725 | 0.510 | 0 | 0 |
| 1943 | 54 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 35 | 6 | 3 | 0 | 13048.000 | 1954 | 1.139 | 1170 | 24 | 0.846 | 0.150 | 0 | 0 |
| 1944 | 37 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 3127.000 | 2378 | 0.862 | 2292 | 49 | 0.441 | 0.760 | 0 | 0 |
| 1945 | 54 | F | 1 | High School | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 11605.000 | 1470 | 0.930 | 12592 | 117 | 0.800 | 0.127 | 0 | 0 |
| 1946 | 47 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 1 | 2 | 1 | 6443.000 | 2073 | 0.800 | 9277 | 92 | 0.769 | 0.322 | 0 | 0 |
| 1947 | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 5344.000 | 1582 | 0.537 | 1984 | 36 | 1.000 | 0.296 | 0 | 0 |
| 1948 | 50 | F | 3 | Graduate | Divorced | abc | Silver | 45 | 2 | 1 | 2 | 34516.000 | 2381 | 0.748 | 15071 | 103 | 0.717 | 0.069 | 0 | 0 |
| 1949 | 51 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 45 | 5 | 2 | 4 | 32096.000 | 0 | 0.766 | 2619 | 69 | 0.917 | 0.000 | 0 | 0 |
| 1950 | 43 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 9267.000 | 0 | 0.866 | 7991 | 90 | 1.093 | 0.000 | 1 | 1 |
| 1951 | 40 | M | 2 | College | Single | $60K - $80K | Blue | 28 | 1 | 2 | 3 | 10880.000 | 2025 | 0.753 | 4957 | 90 | 0.765 | 0.186 | 0 | 0 |
| 1952 | 47 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 3 | 1 | 5590.000 | 0 | 0.010 | 1507 | 32 | 0.000 | 0.000 | 1 | 1 |
| 1953 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 1513.000 | 788 | 0.677 | 4166 | 71 | 0.868 | 0.521 | 0 | 0 |
| 1954 | 41 | F | 2 | High School | Married | $40K - $60K | Blue | 26 | 5 | 1 | 2 | 1438.300 | 0 | 0.660 | 4300 | 67 | 0.675 | 0.000 | 0 | 0 |
| 1955 | 60 | F | 1 | Doctorate | Single | abc | Silver | 48 | 1 | 2 | 1 | 34516.000 | 1542 | 0.603 | 7443 | 98 | 0.556 | 0.045 | 0 | 0 |
| 1956 | 60 | F | 2 | College | Married | Less than $40K | Blue | 41 | 6 | 2 | 2 | 4167.000 | 0 | 0.917 | 5039 | 85 | 0.809 | 0.000 | 0 | 0 |
| 1957 | 53 | F | 2 | NaN | Married | $40K - $60K | Blue | 48 | 2 | 3 | 3 | 4442.000 | 1107 | 0.822 | 14437 | 109 | 0.912 | 0.249 | 0 | 0 |
| 1958 | 51 | F | 1 | Graduate | Married | Less than $40K | Silver | 45 | 6 | 3 | 3 | 13199.000 | 781 | 0.411 | 1927 | 44 | 0.630 | 0.059 | 1 | 1 |
| 1959 | 33 | F | 2 | Graduate | Single | abc | Blue | 21 | 3 | 3 | 2 | 5795.000 | 0 | 0.746 | 2322 | 65 | 0.585 | 0.000 | 0 | 0 |
| 1960 | 44 | F | 1 | NaN | Single | Less than $40K | Blue | 31 | 6 | 3 | 1 | 1438.300 | 0 | 0.561 | 3576 | 55 | 0.833 | 0.000 | 0 | 0 |
| 1961 | 42 | F | 5 | Doctorate | Married | abc | Blue | 23 | 4 | 2 | 2 | 24602.000 | 1660 | 0.588 | 1337 | 44 | 0.760 | 0.067 | 0 | 0 |
| 1962 | 48 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 1912.000 | 1163 | 0.871 | 4786 | 81 | 0.723 | 0.608 | 0 | 0 |
| 1963 | 56 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 6 | 1 | 2 | 4930.000 | 2259 | 1.134 | 2194 | 53 | 0.606 | 0.458 | 0 | 0 |
| 1964 | 44 | M | 2 | NaN | Married | $80K - $120K | Blue | 39 | 6 | 2 | 2 | 1438.300 | 0 | 0.871 | 1495 | 39 | 0.393 | 0.000 | 0 | 1 |
| 1965 | 30 | M | 0 | Graduate | Married | $40K - $60K | Blue | 23 | 6 | 2 | 4 | 4063.000 | 0 | 0.776 | 7463 | 70 | 0.707 | 0.000 | 1 | 1 |
| 1966 | 32 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 3535.000 | 1964 | 0.661 | 14080 | 85 | 0.809 | 0.556 | 0 | 0 |
| 1967 | 45 | F | 4 | High School | Divorced | $40K - $60K | Blue | 31 | 5 | 2 | 4 | 4701.000 | 1170 | 0.547 | 4136 | 77 | 0.604 | 0.249 | 0 | 0 |
| 1968 | 34 | F | 2 | College | Single | Less than $40K | Blue | 22 | 5 | 2 | 0 | 1695.000 | 761 | 0.797 | 4905 | 91 | 0.750 | 0.449 | 0 | 0 |
| 1969 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 1 | 1 | 3 | 6441.000 | 2151 | 0.640 | 7123 | 94 | 0.492 | 0.334 | 0 | 0 |
| 1970 | 56 | M | 0 | High School | NaN | $120K + | Blue | 49 | 2 | 2 | 2 | 34516.000 | 2156 | 0.698 | 8766 | 78 | 0.814 | 0.062 | 0 | 1 |
| 1971 | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 4 | 7128.000 | 1560 | 0.573 | 1468 | 44 | 0.760 | 0.219 | 0 | 0 |
| 1972 | 46 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4213.000 | 997 | 0.668 | 1264 | 30 | 0.667 | 0.237 | 0 | 0 |
| 1973 | 33 | M | 1 | Post-Graduate | Married | $120K + | Blue | 14 | 6 | 1 | 0 | 7571.000 | 2264 | 0.696 | 2273 | 49 | 0.485 | 0.299 | 0 | 1 |
| 1974 | 45 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 6274.000 | 883 | 0.626 | 4726 | 82 | 0.708 | 0.141 | 0 | 0 |
| 1975 | 36 | M | 1 | Uneducated | Single | $120K + | Blue | 25 | 6 | 3 | 2 | 7049.000 | 1932 | 0.804 | 2602 | 51 | 0.545 | 0.274 | 0 | 1 |
| 1976 | 44 | F | 4 | Graduate | Married | abc | Blue | 36 | 6 | 2 | 2 | 3979.000 | 780 | 0.873 | 5024 | 69 | 0.769 | 0.196 | 0 | 0 |
| 1977 | 37 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 20144.000 | 1195 | 0.670 | 14287 | 106 | 0.828 | 0.059 | 0 | 0 |
| 1978 | 43 | M | 4 | NaN | Married | $120K + | Blue | 39 | 3 | 3 | 3 | 14881.000 | 848 | 0.762 | 1408 | 23 | 1.091 | 0.057 | 0 | 0 |
| 1979 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 0 | 2802.000 | 2363 | 0.750 | 1295 | 40 | 0.600 | 0.843 | 0 | 0 |
| 1980 | 42 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 28 | 6 | 2 | 4 | 2029.000 | 1377 | 0.838 | 4014 | 86 | 0.686 | 0.679 | 0 | 0 |
| 1981 | 28 | F | 0 | Graduate | Married | abc | Blue | 15 | 2 | 2 | 2 | 23103.000 | 897 | 0.913 | 14049 | 120 | 0.714 | 0.039 | 0 | 0 |
| 1982 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 3586.000 | 1414 | 0.745 | 2780 | 57 | 0.727 | 0.394 | 0 | 0 |
| 1983 | 48 | M | 2 | College | Divorced | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 4479.000 | 0 | 0.890 | 4520 | 63 | 0.370 | 0.000 | 1 | 1 |
| 1984 | 48 | F | 3 | Post-Graduate | Married | abc | Blue | 37 | 2 | 1 | 3 | 7469.000 | 2474 | 0.674 | 8213 | 86 | 0.623 | 0.331 | 0 | 0 |
| 1985 | 45 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1457.000 | 828 | 0.852 | 5401 | 93 | 0.661 | 0.568 | 0 | 0 |
| 1986 | 40 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 4 | 1 | 1 | 13919.000 | 1266 | 0.438 | 3699 | 67 | 0.523 | 0.091 | 0 | 0 |
| 1987 | 38 | M | 4 | Post-Graduate | Single | $80K - $120K | Silver | 36 | 1 | 3 | 1 | 34516.000 | 1435 | 0.865 | 15584 | 114 | 0.839 | 0.042 | 0 | 0 |
| 1988 | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 3115.000 | 1136 | 0.499 | 3704 | 70 | 0.458 | 0.365 | 0 | 0 |
| 1989 | 46 | F | 4 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 4152.000 | 1446 | 0.826 | 2218 | 30 | 0.304 | 0.348 | 1 | 1 |
| 1990 | 41 | F | 4 | NaN | Single | $40K - $60K | Blue | 31 | 5 | 1 | 2 | 2128.000 | 1383 | 0.679 | 3968 | 81 | 0.761 | 0.650 | 0 | 0 |
| 1991 | 43 | M | 3 | Uneducated | Married | $120K + | Blue | 37 | 1 | 2 | 3 | 16909.000 | 1171 | 0.767 | 15740 | 120 | 0.739 | 0.069 | 0 | 0 |
| 1992 | 56 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 50 | 4 | 1 | 2 | 7261.000 | 1079 | 1.312 | 3723 | 58 | 1.071 | 0.149 | 0 | 0 |
| 1993 | 39 | F | 4 | College | Married | $40K - $60K | Blue | 28 | 4 | 2 | 4 | 7596.000 | 2199 | 0.633 | 2164 | 45 | 0.500 | 0.289 | 1 | 1 |
| 1994 | 42 | F | 1 | College | Married | Less than $40K | Blue | 35 | 2 | 1 | 3 | 2873.000 | 2517 | 0.803 | 4897 | 71 | 1.088 | 0.876 | 0 | 0 |
| 1995 | 49 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 4158.000 | 1889 | 0.872 | 15842 | 130 | 0.831 | 0.454 | 0 | 0 |
| 1996 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5152.000 | 1713 | 0.746 | 3919 | 57 | 1.036 | 0.332 | 0 | 0 |
| 1997 | 41 | F | 3 | Graduate | Married | abc | Blue | 33 | 3 | 3 | 3 | 2542.000 | 0 | 0.587 | 4087 | 73 | 0.780 | 0.000 | 0 | 0 |
| 1998 | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3349.000 | 2517 | 0.786 | 4405 | 55 | 1.391 | 0.752 | 0 | 0 |
| 1999 | 33 | F | 1 | Doctorate | NaN | Less than $40K | Gold | 24 | 2 | 3 | 2 | 15987.000 | 1992 | 0.739 | 8302 | 81 | 0.841 | 0.125 | 0 | 0 |
| 2000 | 34 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 23 | 6 | 1 | 1 | 2033.000 | 1832 | 0.938 | 4110 | 74 | 0.947 | 0.901 | 0 | 0 |
| 2001 | 59 | F | 1 | NaN | Single | Less than $40K | Blue | 53 | 5 | 6 | 2 | 7501.000 | 2517 | 0.663 | 2280 | 49 | 0.531 | 0.336 | 1 | 1 |
| 2002 | 46 | F | 4 | NaN | NaN | $40K - $60K | Blue | 37 | 6 | 4 | 2 | 1912.000 | 1172 | 0.827 | 4841 | 81 | 0.884 | 0.613 | 0 | 0 |
| 2003 | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 27 | 1 | 3 | 1 | 13056.000 | 1890 | 0.713 | 14280 | 102 | 0.672 | 0.145 | 0 | 0 |
| 2004 | 37 | M | 2 | College | Divorced | $40K - $60K | Blue | 24 | 3 | 3 | 4 | 8120.000 | 2098 | 0.826 | 3161 | 54 | 0.688 | 0.258 | 0 | 0 |
| 2005 | 55 | M | 2 | College | Married | $80K - $120K | Blue | 50 | 4 | 2 | 4 | 19159.000 | 2108 | 0.690 | 1813 | 52 | 0.576 | 0.110 | 0 | 0 |
| 2006 | 48 | M | 3 | NaN | Single | $40K - $60K | Blue | 43 | 6 | 1 | 3 | 5279.000 | 1115 | 0.549 | 1642 | 41 | 0.519 | 0.211 | 0 | 0 |
| 2007 | 47 | F | 4 | NaN | NaN | Less than $40K | Blue | 36 | 5 | 3 | 2 | 4944.000 | 1151 | 0.801 | 3684 | 64 | 0.829 | 0.233 | 0 | 0 |
| 2008 | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 4 | 2 | 2 | 9357.000 | 1285 | 0.694 | 4173 | 77 | 0.711 | 0.137 | 0 | 0 |
| 2009 | 52 | M | 3 | High School | NaN | $80K - $120K | Blue | 48 | 3 | 2 | 0 | 11976.000 | 1273 | 1.024 | 2089 | 36 | 1.118 | 0.106 | 0 | 0 |
| 2010 | 40 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 29 | 3 | 2 | 3 | 3616.000 | 1151 | 0.687 | 820 | 21 | 0.750 | 0.318 | 1 | 1 |
| 2011 | 45 | F | 5 | Post-Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2658.000 | 694 | 0.722 | 4774 | 92 | 0.769 | 0.261 | 0 | 0 |
| 2012 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 1438.300 | 0 | 0.773 | 4625 | 93 | 0.938 | 0.000 | 0 | 0 |
| 2013 | 49 | F | 4 | NaN | Married | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1564.000 | 0 | 1.114 | 5172 | 78 | 0.733 | 0.000 | 0 | 0 |
| 2014 | 55 | F | 2 | NaN | Married | abc | Blue | 36 | 5 | 5 | 4 | 3602.000 | 2013 | 0.839 | 1935 | 47 | 1.474 | 0.559 | 0 | 0 |
| 2015 | 38 | M | 1 | NaN | Married | $40K - $60K | Blue | 18 | 1 | 1 | 2 | 9664.000 | 1983 | 0.873 | 7995 | 56 | 0.806 | 0.205 | 1 | 1 |
| 2016 | 42 | F | 5 | Uneducated | Married | abc | Blue | 29 | 3 | 2 | 3 | 1840.000 | 1267 | 0.605 | 4515 | 76 | 0.490 | 0.689 | 0 | 0 |
| 2017 | 46 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2179.000 | 1632 | 0.801 | 4025 | 69 | 0.683 | 0.749 | 0 | 0 |
| 2018 | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 2 | 4969.000 | 838 | 0.591 | 1489 | 32 | 0.455 | 0.169 | 0 | 0 |
| 2019 | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 7680.000 | 1589 | 0.688 | 13617 | 105 | 0.721 | 0.207 | 0 | 0 |
| 2020 | 41 | F | 2 | NaN | NaN | Less than $40K | Blue | 34 | 6 | 3 | 3 | 2864.000 | 1928 | 0.769 | 4641 | 78 | 0.660 | 0.673 | 0 | 0 |
| 2021 | 32 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 26 | 6 | 2 | 3 | 5478.000 | 1491 | 1.304 | 2456 | 55 | 0.571 | 0.272 | 0 | 0 |
| 2022 | 32 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2699.000 | 1609 | 0.893 | 2141 | 56 | 0.806 | 0.596 | 0 | 0 |
| 2023 | 45 | M | 2 | NaN | Married | $120K + | Blue | 40 | 4 | 4 | 4 | 16476.000 | 1374 | 0.459 | 4717 | 71 | 0.690 | 0.083 | 0 | 0 |
| 2024 | 33 | F | 4 | College | Married | $40K - $60K | Blue | 26 | 1 | 2 | 3 | 2874.000 | 2517 | 0.730 | 4794 | 88 | 0.600 | 0.876 | 0 | 0 |
| 2025 | 55 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 2453.000 | 968 | 1.081 | 2218 | 50 | 0.613 | 0.395 | 0 | 0 |
# defining a function to check performance of a classification model built using sklearn
def model_performance_classification_piped(pred, target):
"""
Function to compute different metrics to check classification model performance
model: classifier
predictors: independent variables
target: dependent variable
"""
# predicting using the independent variables
acc = accuracy_score(target, pred) # to compute Accuracy
recall = recall_score(target, pred) # to compute Recall
precision = precision_score(target, pred) # to compute Precision
f1 = f1_score(target, pred) # to compute F1-score
# creating a dataframe of metrics
df_perf = pd.DataFrame(
{"Accuracy": acc, "Recall": recall, "Precision": precision, "F1": f1,},
index=[0],
)
return df_perf
def confusion_matrix_piped(real_target, pred_target):
"""
To plot the confusion_matrix with percentages
model: classifier
predictors: independent variables
target: dependent variable
"""
cm = confusion_matrix(real_target, pred_target)
labels = np.asarray(
[
["{0:0.0f}".format(item) + "\n{0:.2%}".format(item / cm.flatten().sum())]
for item in cm.flatten()
]
).reshape(2, 2)
plt.figure(figsize=(6, 4))
sns.heatmap(cm, annot=labels, fmt="")
plt.ylabel("True label")
plt.xlabel("Predicted label")
confusion_matrix_piped(y_test_4_da, test_pred_da)
model_performance_classification_piped(test_pred_da, y_test_4_da)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.941 | 0.972 | 0.742 | 0.842 |
model_performance_classification_piped(test_pred, y_test_4)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.941 | 0.972 | 0.742 | 0.842 |
model_performance_classification_piped(val_pred, y_val_4)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.941 | 0.973 | 0.741 | 0.841 |
train_pred = pipe_4.predict(X_train_4)
print(train_pred)
[0 1 1 ... 0 1 0]
model_performance_classification_piped(train_pred, y_train_4)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.950 | 1.000 | 0.764 | 0.866 |
The model performance is great with accuracy score over 94.1%, recall score over 97.2%, Precision score over 74.1%, and F1 score over 84.1%.
There is a strong positive correlation (0.81) between Tota_Trans_Ct and Total_Trans_Amt. The more transactions, the more amount spent.More female attrited compared to male.
There is a strong positive correlation (0.62) between Total_Revolving_Bal and Avg_Utilization_Ratio.
There is a negative correlation (-0.54) between Avg_Utilization_Ratio and Avg_Open_To_Buy. An increase in one of the variables results in a decrease in the other.
Customer age did not outrightly tell whether a customer remained or attrited. but apparently impacted the developed model.
Customers with higher Avg_Open_To_Buy based on the third-quartile remained with the bank. But, on the average, Avg_Open_To_Buy did not impact customer attrition.
More female attrited compared to male.
The most attrited customers had contact with the bank 6 times within the last 12 months, followed by 5 in that order up to 0. It appears that the more contact customers have with the bank the more they are attrited.
Gradient Boosting Classifier gave accuracy 0.941, recall 0.972, precision 0.742, F1 score 0.842. Our priority is to have a balanced prediction, so Gradient Boosting offers F1 score of 0.842 which is good enough, followed by a recall score of o.972 (even thouMore female attrited compared to male.
Customers with higher credit limit remained with the bank, while customers with lower credit limit attritted. So, the bank should target more customers with high credit limit. The bank should create a more inclusive environment for customers with lower credit limit to encourage them to remain with the bank.
Customers with higher Total_Amt_Chng_Q4_Q1, Total_Trans_Amt, Total_Trans_Ct, Total_Ct_Chng_Q4_Q1 remained with the bank. It appears the more transaction and transaction amount, the more customers remain with the bank. The bank should create more products to welcome different category of customers to patronise them. That way, those customers will be retained with the bank.
Customers with higher Avg_Utilization_Ratio remained with the bank, while customers with lower Avg_Utilization_Ratio attritted. The more available credit the customer spent, the more chance of remaining. So, customers should be encouraged to spend from their available credit, as it tends to give them a sense of commitment with the bank and therby retained.
The most attrited customers are single, while the least attrited are married. Married customers probably have higher joint income. So, they tend to remain with the bank. So, married customers should be target more to keep with the bank.
The most attrited customers earn annual incomes over 120K dollars, followed by those than earn less than 40K dollars; while the least attrited earn between 60K-80K dollars annually. The bank appears inefficient for low and very high income earners. Similaryly, the most attrited customers are in Platinum card category, followed by Gold and blue card category; while the least attrited are in the Silver card category. The silver card category tend to represent the average income earners (less 120K+ dollars earners). So, the bank should develop more products to welcome different category of income earners to remain with the bank.
There tend to be a contrast between months of contact with the bank and months of activity with the bank. They remain with the bank with more activity, and remain with the bank with less months of contact. It appears the less the customers come into the bank, the more they feel the need to remain. Probably, the customer service within the bank is poor and needs to be looked into to ensure customers' activity is in tune with the months of contact with the bank.
data_fin = bc.copy()
pipe_4.predict(bc)
array([0, 0, 0, ..., 1, 1, 1], dtype=int64)
xs = pipe_4.predict(X)
print(xs)
[0 0 0 ... 1 1 1]
# bc originally contains X and Y variables. So, ignore will skip all variables that were not trained in the pipeline. Here, Y.
# OneHotEncoder(handle_unknown="ignore")
bcs = pipe_4.predict(bc)
print(bcs)
[0 0 0 ... 1 1 1]
model_performance_classification_piped(xs, Y)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.947 | 0.990 | 0.756 | 0.857 |
model_performance_classification_piped(bcs, Y)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.947 | 0.990 | 0.756 | 0.857 |
Y_df = pd.DataFrame(Y) # Convert to dataframe
test_pred_df = pd.DataFrame(bcs)
X_df = pd.DataFrame(X)
Y_df.reset_index(drop=True, inplace=True) # reset index
test_pred_df.reset_index(drop=True, inplace=True)
X_df.reset_index(drop=True, inplace=True)
test_pred_df.columns = [
"Predicted Attrition Flag"
] # Assign a column name to Predicted Test Data
pd.concat(
[X_df, Y_df, test_pred_df], axis=1
) # Concatenate original X, Y and Predicted Y on the test set
| Customer_Age | Gender | Dependent_count | Education_Level | Marital_Status | Income_Category | Card_Category | Months_on_book | Total_Relationship_Count | Months_Inactive_12_mon | Contacts_Count_12_mon | Credit_Limit | Total_Revolving_Bal | Total_Amt_Chng_Q4_Q1 | Total_Trans_Amt | Total_Trans_Ct | Total_Ct_Chng_Q4_Q1 | Avg_Utilization_Ratio | Attrition_Flag | Predicted Attrition Flag | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 12691.000 | 777 | 1.335 | 1144 | 42 | 1.625 | 0.061 | 0 | 0 |
| 1 | 49 | F | 5 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 1 | 2 | 8256.000 | 864 | 1.541 | 1291 | 33 | 3.714 | 0.105 | 0 | 0 |
| 2 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 3418.000 | 0 | 2.594 | 1887 | 20 | 2.333 | 0.000 | 0 | 0 |
| 3 | 40 | F | 4 | High School | NaN | Less than $40K | Blue | 34 | 3 | 4 | 1 | 3313.000 | 2517 | 1.405 | 1171 | 20 | 2.333 | 0.760 | 0 | 0 |
| 4 | 40 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 21 | 5 | 1 | 0 | 4716.000 | 0 | 2.175 | 816 | 28 | 2.500 | 0.000 | 0 | 0 |
| 5 | 44 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 4010.000 | 1247 | 1.376 | 1088 | 24 | 0.846 | 0.311 | 0 | 0 |
| 6 | 51 | M | 4 | NaN | Married | $120K + | Gold | 46 | 6 | 1 | 3 | 34516.000 | 2264 | 1.975 | 1330 | 31 | 0.722 | 0.066 | 0 | 0 |
| 7 | 32 | M | 0 | High School | NaN | $60K - $80K | Silver | 27 | 2 | 2 | 2 | 29081.000 | 1396 | 2.204 | 1538 | 36 | 0.714 | 0.048 | 0 | 0 |
| 8 | 37 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 2 | 0 | 22352.000 | 2517 | 3.355 | 1350 | 24 | 1.182 | 0.113 | 0 | 0 |
| 9 | 48 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 11656.000 | 1677 | 1.524 | 1441 | 32 | 0.882 | 0.144 | 0 | 0 |
| 10 | 42 | M | 5 | Uneducated | NaN | $120K + | Blue | 31 | 5 | 3 | 2 | 6748.000 | 1467 | 0.831 | 1201 | 42 | 0.680 | 0.217 | 0 | 0 |
| 11 | 65 | M | 1 | NaN | Married | $40K - $60K | Blue | 54 | 6 | 2 | 3 | 9095.000 | 1587 | 1.433 | 1314 | 26 | 1.364 | 0.174 | 0 | 0 |
| 12 | 56 | M | 1 | College | Single | $80K - $120K | Blue | 36 | 3 | 6 | 0 | 11751.000 | 0 | 3.397 | 1539 | 17 | 3.250 | 0.000 | 0 | 0 |
| 13 | 35 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 30 | 5 | 1 | 3 | 8547.000 | 1666 | 1.163 | 1311 | 33 | 2.000 | 0.195 | 0 | 0 |
| 14 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 48 | 5 | 2 | 2 | 2436.000 | 680 | 1.190 | 1570 | 29 | 0.611 | 0.279 | 0 | 0 |
| 15 | 44 | M | 4 | NaN | NaN | $80K - $120K | Blue | 37 | 5 | 1 | 2 | 4234.000 | 972 | 1.707 | 1348 | 27 | 1.700 | 0.230 | 0 | 0 |
| 16 | 48 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 30367.000 | 2362 | 1.708 | 1671 | 27 | 0.929 | 0.078 | 0 | 0 |
| 17 | 41 | M | 3 | NaN | Married | $80K - $120K | Blue | 34 | 4 | 4 | 1 | 13535.000 | 1291 | 0.653 | 1028 | 21 | 1.625 | 0.095 | 0 | 0 |
| 18 | 61 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 2 | 2 | 3 | 3193.000 | 2517 | 1.831 | 1336 | 30 | 1.143 | 0.788 | 0 | 0 |
| 19 | 45 | F | 2 | Graduate | Married | abc | Blue | 37 | 6 | 1 | 2 | 14470.000 | 1157 | 0.966 | 1207 | 21 | 0.909 | 0.080 | 0 | 0 |
| 20 | 47 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 42 | 5 | 2 | 0 | 20979.000 | 1800 | 0.906 | 1178 | 27 | 0.929 | 0.086 | 0 | 0 |
| 21 | 62 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 2 | 3 | 3 | 1438.300 | 0 | 1.047 | 692 | 16 | 0.600 | 0.000 | 1 | 1 |
| 22 | 41 | M | 3 | High School | Married | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 4470.000 | 680 | 1.608 | 931 | 18 | 1.571 | 0.152 | 0 | 1 |
| 23 | 47 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2492.000 | 1560 | 0.573 | 1126 | 23 | 0.353 | 0.626 | 0 | 0 |
| 24 | 54 | M | 2 | NaN | Married | $80K - $120K | Blue | 42 | 4 | 2 | 3 | 12217.000 | 0 | 1.075 | 1110 | 21 | 0.750 | 0.000 | 0 | 1 |
| 25 | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 1 | 2 | 7768.000 | 1669 | 0.797 | 1051 | 22 | 0.833 | 0.215 | 0 | 0 |
| 26 | 59 | M | 1 | High School | NaN | $40K - $60K | Blue | 46 | 4 | 1 | 2 | 14784.000 | 1374 | 0.921 | 1197 | 23 | 1.300 | 0.093 | 0 | 0 |
| 27 | 63 | M | 1 | NaN | Married | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 10215.000 | 1010 | 0.843 | 1904 | 40 | 1.000 | 0.099 | 0 | 0 |
| 28 | 44 | F | 3 | Uneducated | Single | abc | Blue | 34 | 5 | 2 | 2 | 10100.000 | 0 | 0.525 | 1052 | 18 | 1.571 | 0.000 | 0 | 1 |
| 29 | 47 | M | 4 | High School | Married | $40K - $60K | Blue | 42 | 6 | 0 | 0 | 4785.000 | 1362 | 0.739 | 1045 | 38 | 0.900 | 0.285 | 0 | 0 |
| 30 | 53 | M | 3 | NaN | Married | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 2753.000 | 1811 | 0.977 | 1038 | 25 | 2.571 | 0.658 | 0 | 0 |
| 31 | 53 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 48 | 2 | 5 | 1 | 2451.000 | 1690 | 1.323 | 1596 | 26 | 1.600 | 0.690 | 0 | 0 |
| 32 | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 8923.000 | 2517 | 1.726 | 1589 | 24 | 1.667 | 0.282 | 0 | 0 |
| 33 | 53 | F | 2 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 3 | 2650.000 | 1490 | 1.750 | 1411 | 28 | 1.000 | 0.562 | 0 | 0 |
| 34 | 58 | M | 0 | Graduate | Married | $80K - $120K | Blue | 49 | 6 | 2 | 2 | 12555.000 | 1696 | 0.519 | 1291 | 24 | 0.714 | 0.135 | 0 | 0 |
| 35 | 55 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 2 | 1 | 3520.000 | 1914 | 0.510 | 1407 | 43 | 0.483 | 0.544 | 0 | 0 |
| 36 | 55 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3035.000 | 2298 | 1.724 | 1877 | 37 | 1.176 | 0.757 | 0 | 0 |
| 37 | 42 | F | 4 | High School | Married | Less than $40K | Gold | 36 | 2 | 3 | 3 | 15433.000 | 0 | 0.865 | 966 | 22 | 1.200 | 0.000 | 0 | 1 |
| 38 | 57 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 49 | 3 | 3 | 2 | 3672.000 | 886 | 1.320 | 1464 | 28 | 0.556 | 0.241 | 0 | 0 |
| 39 | 66 | F | 0 | Doctorate | Married | abc | Blue | 56 | 5 | 4 | 3 | 7882.000 | 605 | 1.052 | 704 | 16 | 0.143 | 0.077 | 1 | 1 |
| 40 | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 32426.000 | 578 | 1.042 | 1109 | 28 | 0.474 | 0.018 | 0 | 1 |
| 41 | 51 | M | 2 | NaN | Married | $40K - $60K | Blue | 44 | 4 | 1 | 0 | 6205.000 | 2204 | 0.803 | 1347 | 28 | 0.556 | 0.355 | 0 | 0 |
| 42 | 50 | F | 1 | College | Single | $40K - $60K | Silver | 43 | 3 | 2 | 3 | 17304.000 | 2517 | 1.449 | 1756 | 33 | 1.200 | 0.145 | 0 | 0 |
| 43 | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 5 | 2 | 1 | 3906.000 | 0 | 1.214 | 1756 | 32 | 1.000 | 0.000 | 0 | 0 |
| 44 | 38 | F | 4 | Graduate | Single | abc | Blue | 28 | 2 | 3 | 3 | 9830.000 | 2055 | 0.977 | 1042 | 23 | 0.917 | 0.209 | 0 | 1 |
| 45 | 49 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 2 | 3 | 34516.000 | 0 | 1.621 | 1444 | 28 | 1.333 | 0.000 | 0 | 0 |
| 46 | 56 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 45 | 6 | 2 | 0 | 2283.000 | 1430 | 2.316 | 1741 | 27 | 0.588 | 0.626 | 0 | 0 |
| 47 | 59 | M | 1 | Doctorate | Married | $40K - $60K | Blue | 52 | 3 | 2 | 2 | 2548.000 | 2020 | 2.357 | 1719 | 27 | 1.700 | 0.793 | 0 | 0 |
| 48 | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 19458.000 | 1435 | 0.787 | 1217 | 27 | 0.800 | 0.074 | 0 | 0 |
| 49 | 52 | M | 1 | College | Single | $80K - $120K | Blue | 40 | 5 | 1 | 1 | 4745.000 | 1227 | 0.624 | 1140 | 40 | 0.600 | 0.259 | 0 | 0 |
| 50 | 52 | F | 3 | NaN | Married | Less than $40K | Blue | 41 | 6 | 3 | 2 | 2622.000 | 1549 | 1.321 | 1878 | 30 | 1.143 | 0.591 | 0 | 0 |
| 51 | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 1 | 1438.300 | 808 | 0.997 | 705 | 19 | 0.900 | 0.562 | 1 | 1 |
| 52 | 66 | F | 0 | High School | Married | Less than $40K | Blue | 54 | 3 | 4 | 2 | 3171.000 | 2179 | 1.224 | 1946 | 38 | 1.923 | 0.687 | 0 | 0 |
| 53 | 49 | M | 2 | NaN | Married | $120K + | Blue | 36 | 4 | 2 | 0 | 19763.000 | 2517 | 0.664 | 1414 | 35 | 0.250 | 0.127 | 0 | 0 |
| 54 | 56 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 1 | 3 | 3 | 15769.000 | 0 | 1.041 | 602 | 15 | 0.364 | 0.000 | 1 | 1 |
| 55 | 49 | F | 4 | Graduate | NaN | Less than $40K | Blue | 36 | 6 | 4 | 2 | 3298.000 | 2200 | 0.678 | 1052 | 32 | 0.600 | 0.667 | 0 | 1 |
| 56 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 0 | 2802.000 | 2363 | 0.750 | 1295 | 40 | 0.600 | 0.843 | 0 | 0 |
| 57 | 56 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 50 | 4 | 2 | 3 | 4458.000 | 1880 | 1.107 | 1424 | 29 | 1.417 | 0.422 | 0 | 0 |
| 58 | 44 | F | 5 | Graduate | Married | abc | Blue | 35 | 4 | 1 | 2 | 6273.000 | 978 | 2.275 | 1359 | 25 | 1.083 | 0.156 | 0 | 0 |
| 59 | 42 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 4 | 4 | 3 | 3336.000 | 1753 | 0.690 | 1168 | 27 | 1.250 | 0.525 | 0 | 0 |
| 60 | 55 | M | 3 | NaN | Married | $80K - $120K | Blue | 47 | 4 | 2 | 3 | 3436.000 | 2016 | 0.901 | 1097 | 33 | 0.833 | 0.587 | 0 | 0 |
| 61 | 48 | M | 2 | Graduate | Married | $60K - $80K | Silver | 35 | 2 | 4 | 4 | 34516.000 | 0 | 0.763 | 691 | 15 | 0.500 | 0.000 | 1 | 1 |
| 62 | 39 | M | 1 | High School | Divorced | $60K - $80K | Blue | 33 | 5 | 3 | 3 | 5926.000 | 1251 | 0.944 | 1316 | 28 | 1.154 | 0.211 | 0 | 0 |
| 63 | 44 | M | 4 | Post-Graduate | Single | $120K + | Blue | 32 | 2 | 4 | 2 | 23957.000 | 2102 | 0.997 | 1276 | 26 | 0.733 | 0.088 | 0 | 0 |
| 64 | 53 | M | 2 | High School | Single | $120K + | Blue | 44 | 4 | 2 | 2 | 14734.000 | 1634 | 0.989 | 1289 | 23 | 0.917 | 0.111 | 0 | 0 |
| 65 | 51 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 38 | 4 | 1 | 4 | 34516.000 | 1515 | 0.592 | 1293 | 32 | 0.600 | 0.044 | 0 | 0 |
| 66 | 57 | M | 2 | College | Married | $60K - $80K | Blue | 52 | 5 | 3 | 3 | 6584.000 | 1817 | 0.620 | 1353 | 35 | 0.667 | 0.276 | 0 | 0 |
| 67 | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 20 | 6 | 3 | 3 | 2084.000 | 1468 | 1.004 | 1132 | 28 | 0.556 | 0.704 | 0 | 1 |
| 68 | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 32 | 2 | 2 | 2 | 1687.000 | 1107 | 1.715 | 1670 | 17 | 2.400 | 0.656 | 0 | 0 |
| 69 | 50 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 25300.000 | 1330 | 1.072 | 837 | 15 | 2.000 | 0.053 | 0 | 0 |
| 70 | 51 | M | 4 | Graduate | Single | $120K + | Blue | 42 | 3 | 2 | 3 | 34516.000 | 1763 | 1.266 | 1550 | 41 | 1.050 | 0.051 | 0 | 0 |
| 71 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 3 | 2216.000 | 1034 | 0.758 | 1540 | 36 | 0.286 | 0.467 | 0 | 0 |
| 72 | 54 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 43 | 4 | 2 | 3 | 2910.000 | 2030 | 0.769 | 1256 | 21 | 0.400 | 0.698 | 0 | 0 |
| 73 | 42 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 22913.000 | 1528 | 0.414 | 1394 | 35 | 0.522 | 0.067 | 0 | 0 |
| 74 | 44 | M | 1 | College | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 24312.000 | 1932 | 1.312 | 1341 | 24 | 1.182 | 0.079 | 0 | 0 |
| 75 | 53 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 5272.000 | 1515 | 0.857 | 1289 | 33 | 0.435 | 0.287 | 0 | 0 |
| 76 | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 4 | 2 | 7000.000 | 2517 | 0.475 | 1112 | 23 | 1.875 | 0.360 | 0 | 1 |
| 77 | 37 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 4 | 4 | 2 | 7038.000 | 1801 | 0.751 | 2339 | 57 | 0.966 | 0.256 | 0 | 0 |
| 78 | 49 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 30 | 6 | 1 | 2 | 2536.000 | 1823 | 0.703 | 1468 | 23 | 0.353 | 0.719 | 0 | 0 |
| 79 | 47 | M | 2 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 28904.000 | 1899 | 0.850 | 1334 | 35 | 0.400 | 0.066 | 0 | 0 |
| 80 | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 4 | 4 | 0 | 8567.000 | 1695 | 1.242 | 1457 | 41 | 1.412 | 0.198 | 0 | 0 |
| 81 | 44 | M | 1 | NaN | NaN | $120K + | Blue | 36 | 6 | 2 | 2 | 34516.000 | 1533 | 0.924 | 1603 | 29 | 0.526 | 0.044 | 0 | 0 |
| 82 | 55 | F | 4 | NaN | Married | $40K - $60K | Blue | 45 | 2 | 4 | 3 | 2158.000 | 0 | 0.585 | 615 | 12 | 0.714 | 0.000 | 1 | 1 |
| 83 | 59 | F | 1 | Graduate | Married | abc | Blue | 52 | 2 | 3 | 3 | 10133.000 | 1417 | 0.383 | 1068 | 20 | 0.818 | 0.140 | 0 | 1 |
| 84 | 53 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 35 | 5 | 4 | 2 | 34516.000 | 1219 | 1.129 | 1590 | 27 | 2.000 | 0.035 | 0 | 0 |
| 85 | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 47 | 5 | 3 | 0 | 3085.000 | 1910 | 0.921 | 1531 | 35 | 0.667 | 0.619 | 0 | 0 |
| 86 | 53 | M | 2 | High School | Single | $120K + | Blue | 35 | 4 | 2 | 1 | 19040.000 | 2056 | 0.607 | 1212 | 31 | 0.722 | 0.108 | 0 | 0 |
| 87 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 4026.000 | 0 | 0.483 | 1237 | 32 | 0.600 | 0.000 | 0 | 1 |
| 88 | 44 | M | 3 | High School | Single | $60K - $80K | Blue | 31 | 4 | 3 | 1 | 12756.000 | 837 | 1.932 | 1413 | 14 | 1.800 | 0.066 | 0 | 0 |
| 89 | 57 | M | 2 | NaN | Married | $120K + | Blue | 45 | 5 | 3 | 3 | 5266.000 | 0 | 1.702 | 1516 | 29 | 1.636 | 0.000 | 0 | 0 |
| 90 | 51 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 9930.000 | 0 | 0.731 | 1276 | 21 | 1.333 | 0.000 | 0 | 0 |
| 91 | 49 | M | 4 | High School | Single | $80K - $120K | Blue | 38 | 4 | 3 | 0 | 31302.000 | 1953 | 0.875 | 1564 | 35 | 2.182 | 0.062 | 0 | 0 |
| 92 | 45 | M | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 4 | 3 | 6576.000 | 0 | 0.579 | 1465 | 34 | 0.619 | 0.000 | 0 | 0 |
| 93 | 53 | M | 0 | Graduate | Single | $80K - $120K | Blue | 42 | 5 | 4 | 1 | 2664.000 | 2037 | 0.850 | 1286 | 29 | 0.933 | 0.765 | 0 | 0 |
| 94 | 45 | F | 3 | NaN | Married | abc | Blue | 28 | 5 | 1 | 2 | 2535.000 | 2440 | 1.705 | 1312 | 20 | 1.222 | 0.963 | 0 | 0 |
| 95 | 64 | M | 1 | Graduate | Married | Less than $40K | Blue | 52 | 6 | 4 | 3 | 1709.000 | 895 | 1.656 | 1673 | 32 | 0.882 | 0.524 | 0 | 0 |
| 96 | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 4 | 2 | 3454.000 | 1200 | 0.597 | 1313 | 30 | 0.304 | 0.347 | 0 | 0 |
| 97 | 53 | M | 3 | Doctorate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 3789.000 | 1706 | 1.047 | 1609 | 42 | 0.680 | 0.450 | 0 | 0 |
| 98 | 56 | M | 3 | College | Married | $120K + | Blue | 50 | 3 | 2 | 0 | 9689.000 | 2250 | 0.576 | 1158 | 19 | 0.727 | 0.232 | 0 | 0 |
| 99 | 47 | M | 2 | NaN | Married | $80K - $120K | Blue | 37 | 2 | 3 | 3 | 5449.000 | 1628 | 0.696 | 836 | 18 | 0.385 | 0.299 | 1 | 1 |
| 100 | 49 | F | 3 | College | Single | abc | Blue | 43 | 4 | 4 | 0 | 23032.000 | 1960 | 0.619 | 1289 | 22 | 1.000 | 0.085 | 0 | 0 |
| 101 | 41 | F | 3 | NaN | Married | abc | Silver | 34 | 5 | 3 | 3 | 34516.000 | 2053 | 1.034 | 1487 | 26 | 0.733 | 0.059 | 0 | 0 |
| 102 | 53 | M | 3 | Graduate | Married | $120K + | Blue | 34 | 6 | 2 | 2 | 2940.000 | 1264 | 0.562 | 1259 | 33 | 0.500 | 0.430 | 0 | 0 |
| 103 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 3 | 3 | 3031.000 | 1879 | 0.788 | 1298 | 15 | 1.500 | 0.620 | 0 | 0 |
| 104 | 44 | M | 3 | High School | NaN | $60K - $80K | Blue | 25 | 3 | 3 | 0 | 1862.000 | 0 | 0.883 | 1226 | 34 | 0.789 | 0.000 | 0 | 0 |
| 105 | 43 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 33 | 2 | 3 | 3 | 8358.000 | 926 | 0.762 | 1566 | 37 | 0.542 | 0.111 | 0 | 1 |
| 106 | 53 | M | 2 | Post-Graduate | Single | $120K + | Blue | 36 | 6 | 1 | 2 | 34516.000 | 931 | 0.828 | 1022 | 21 | 1.100 | 0.027 | 0 | 0 |
| 107 | 44 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 14450.000 | 2440 | 1.283 | 1235 | 30 | 0.667 | 0.169 | 0 | 0 |
| 108 | 62 | F | 1 | NaN | Married | Less than $40K | Blue | 56 | 6 | 0 | 0 | 1438.300 | 0 | 0.813 | 1951 | 44 | 1.095 | 0.000 | 0 | 1 |
| 109 | 54 | M | 4 | NaN | Divorced | $120K + | Blue | 36 | 6 | 3 | 2 | 33791.000 | 1960 | 0.618 | 1047 | 31 | 0.824 | 0.058 | 0 | 0 |
| 110 | 57 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 4 | 3 | 0 | 8466.000 | 1886 | 0.560 | 1342 | 32 | 0.391 | 0.223 | 0 | 0 |
| 111 | 42 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 15088.000 | 865 | 0.939 | 1107 | 21 | 1.625 | 0.057 | 0 | 0 |
| 112 | 42 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 3263.000 | 1674 | 0.588 | 1251 | 35 | 0.346 | 0.513 | 0 | 0 |
| 113 | 54 | F | 0 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1494.000 | 706 | 1.674 | 1305 | 24 | 3.000 | 0.473 | 0 | 0 |
| 114 | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 1 | 0 | 13551.000 | 1294 | 0.791 | 1388 | 37 | 1.056 | 0.095 | 0 | 0 |
| 115 | 49 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 18886.000 | 895 | 1.826 | 1235 | 18 | 1.571 | 0.047 | 0 | 0 |
| 116 | 52 | M | 3 | High School | NaN | $80K - $120K | Blue | 48 | 3 | 2 | 0 | 11976.000 | 1273 | 1.024 | 2089 | 36 | 1.118 | 0.106 | 0 | 0 |
| 117 | 50 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 4 | 1 | 4 | 9964.000 | 1559 | 1.873 | 1626 | 25 | 0.786 | 0.156 | 0 | 0 |
| 118 | 49 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 3 | 24159.000 | 1196 | 0.712 | 1111 | 24 | 1.000 | 0.050 | 0 | 0 |
| 119 | 53 | F | 2 | High School | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 5362.000 | 1901 | 0.816 | 1553 | 38 | 1.000 | 0.355 | 0 | 0 |
| 120 | 50 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 34516.000 | 1023 | 1.004 | 1064 | 13 | 0.625 | 0.030 | 0 | 1 |
| 121 | 55 | F | 1 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 3174.000 | 1951 | 0.766 | 1243 | 29 | 0.611 | 0.615 | 0 | 0 |
| 122 | 53 | M | 1 | High School | Married | $80K - $120K | Blue | 47 | 3 | 2 | 2 | 12262.000 | 1836 | 1.584 | 1659 | 38 | 1.533 | 0.150 | 0 | 0 |
| 123 | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 3788.000 | 1540 | 0.566 | 1594 | 47 | 0.382 | 0.407 | 0 | 0 |
| 124 | 55 | M | 2 | College | Single | $120K + | Silver | 42 | 2 | 3 | 2 | 34516.000 | 1527 | 0.526 | 1268 | 42 | 0.355 | 0.044 | 0 | 0 |
| 125 | 47 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2926.000 | 0 | 0.676 | 1304 | 24 | 0.846 | 0.000 | 0 | 0 |
| 126 | 58 | M | 4 | Graduate | Single | $120K + | Blue | 52 | 6 | 1 | 0 | 32090.000 | 0 | 0.567 | 1368 | 30 | 0.364 | 0.000 | 0 | 1 |
| 127 | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 11669.000 | 2227 | 0.622 | 720 | 23 | 0.353 | 0.191 | 1 | 1 |
| 128 | 52 | M | 2 | High School | Single | $40K - $60K | Blue | 45 | 3 | 1 | 2 | 13532.000 | 1300 | 0.846 | 1521 | 29 | 1.417 | 0.096 | 0 | 0 |
| 129 | 50 | F | 1 | Uneducated | NaN | Less than $40K | Silver | 36 | 4 | 2 | 2 | 11888.000 | 2090 | 0.700 | 1137 | 30 | 0.765 | 0.176 | 0 | 0 |
| 130 | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2393.000 | 1985 | 0.788 | 978 | 16 | 0.778 | 0.830 | 0 | 1 |
| 131 | 43 | M | 4 | NaN | Married | $40K - $60K | Blue | 39 | 5 | 1 | 2 | 6111.000 | 2517 | 0.632 | 1221 | 16 | 2.200 | 0.412 | 0 | 0 |
| 132 | 57 | M | 4 | Graduate | Married | $80K - $120K | Blue | 46 | 3 | 2 | 3 | 19270.000 | 1662 | 1.186 | 1565 | 28 | 1.545 | 0.086 | 0 | 0 |
| 133 | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 43 | 3 | 1 | 4 | 3710.000 | 2517 | 1.541 | 1578 | 34 | 0.700 | 0.678 | 0 | 0 |
| 134 | 47 | M | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 2 | 1 | 3 | 3235.000 | 797 | 0.541 | 1493 | 32 | 1.000 | 0.246 | 0 | 0 |
| 135 | 44 | F | 3 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 1 | 0 | 11749.000 | 788 | 0.688 | 1178 | 27 | 0.929 | 0.067 | 0 | 0 |
| 136 | 53 | M | 2 | High School | Divorced | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 7753.000 | 2100 | 0.839 | 991 | 26 | 0.733 | 0.271 | 0 | 1 |
| 137 | 45 | M | 4 | College | Divorced | $60K - $80K | Blue | 40 | 5 | 1 | 0 | 10408.000 | 1186 | 1.689 | 2560 | 42 | 1.211 | 0.114 | 0 | 0 |
| 138 | 63 | F | 1 | College | Married | abc | Blue | 36 | 6 | 2 | 3 | 3967.000 | 1568 | 1.236 | 1657 | 29 | 1.231 | 0.395 | 0 | 0 |
| 139 | 39 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 27 | 4 | 2 | 2 | 6205.000 | 2517 | 0.939 | 1204 | 19 | 0.727 | 0.406 | 0 | 0 |
| 140 | 48 | F | 5 | High School | Married | Less than $40K | Blue | 38 | 1 | 3 | 3 | 8025.000 | 0 | 0.654 | 673 | 18 | 0.800 | 0.000 | 1 | 1 |
| 141 | 51 | M | 1 | NaN | Single | $120K + | Blue | 42 | 6 | 2 | 3 | 9036.000 | 2327 | 0.649 | 1131 | 18 | 0.636 | 0.258 | 0 | 1 |
| 142 | 54 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 2 | 3 | 2 | 14926.000 | 2517 | 1.996 | 1576 | 25 | 1.500 | 0.169 | 0 | 0 |
| 143 | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6335.000 | 1128 | 0.397 | 1217 | 20 | 0.667 | 0.178 | 0 | 0 |
| 144 | 59 | M | 1 | College | Single | $60K - $80K | Blue | 53 | 2 | 3 | 3 | 14979.000 | 0 | 0.710 | 530 | 10 | 1.000 | 0.000 | 1 | 1 |
| 145 | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 2732.000 | 0 | 0.760 | 739 | 16 | 0.455 | 0.000 | 1 | 1 |
| 146 | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 2 | 2250.000 | 2117 | 1.162 | 1617 | 31 | 2.875 | 0.941 | 0 | 0 |
| 147 | 55 | M | 2 | Graduate | Married | $120K + | Blue | 50 | 3 | 2 | 0 | 10916.000 | 1536 | 1.317 | 1592 | 34 | 1.000 | 0.141 | 0 | 0 |
| 148 | 47 | F | 4 | Graduate | Married | abc | Blue | 36 | 4 | 1 | 3 | 5349.000 | 1228 | 0.728 | 1343 | 30 | 1.308 | 0.230 | 0 | 0 |
| 149 | 41 | M | 2 | High School | Married | $80K - $120K | Blue | 24 | 4 | 1 | 3 | 9366.000 | 1104 | 0.572 | 1303 | 39 | 0.625 | 0.118 | 0 | 0 |
| 150 | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 5 | 1 | 0 | 21617.000 | 0 | 1.047 | 1351 | 22 | 0.467 | 0.000 | 0 | 0 |
| 151 | 68 | M | 1 | Graduate | Married | abc | Blue | 56 | 5 | 2 | 3 | 13860.000 | 1652 | 1.255 | 1910 | 32 | 1.909 | 0.119 | 0 | 0 |
| 152 | 50 | F | 1 | Graduate | Single | $40K - $60K | Silver | 31 | 2 | 2 | 3 | 18386.000 | 0 | 0.868 | 1298 | 22 | 0.571 | 0.000 | 0 | 1 |
| 153 | 47 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 41 | 6 | 2 | 2 | 2405.000 | 1540 | 0.469 | 1087 | 29 | 1.231 | 0.640 | 0 | 1 |
| 154 | 53 | F | 1 | College | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 2154.000 | 930 | 2.121 | 1439 | 26 | 1.364 | 0.432 | 0 | 0 |
| 155 | 42 | F | 5 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2038.000 | 0 | 0.786 | 1238 | 28 | 0.750 | 0.000 | 0 | 1 |
| 156 | 48 | F | 4 | High School | Single | $40K - $60K | Blue | 38 | 6 | 1 | 3 | 8135.000 | 0 | 1.373 | 1716 | 29 | 0.812 | 0.000 | 0 | 0 |
| 157 | 49 | M | 1 | Doctorate | Married | $120K + | Blue | 38 | 6 | 1 | 3 | 9364.000 | 618 | 0.554 | 1099 | 27 | 0.800 | 0.066 | 0 | 0 |
| 158 | 44 | F | 2 | Uneducated | Married | abc | Silver | 35 | 4 | 3 | 2 | 32643.000 | 0 | 1.300 | 1058 | 24 | 2.429 | 0.000 | 0 | 0 |
| 159 | 43 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 34 | 2 | 3 | 1 | 3195.000 | 1954 | 0.971 | 1285 | 29 | 0.706 | 0.612 | 0 | 0 |
| 160 | 56 | M | 0 | High School | Married | $80K - $120K | Blue | 43 | 5 | 2 | 1 | 2852.000 | 1024 | 1.009 | 1651 | 28 | 1.000 | 0.359 | 0 | 0 |
| 161 | 59 | F | 1 | College | Single | abc | Blue | 36 | 2 | 3 | 3 | 4224.000 | 1305 | 0.852 | 1152 | 31 | 0.824 | 0.309 | 0 | 1 |
| 162 | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 20459.000 | 2071 | 1.248 | 1767 | 38 | 2.167 | 0.101 | 0 | 0 |
| 163 | 47 | F | 4 | NaN | Divorced | Less than $40K | Blue | 41 | 6 | 5 | 3 | 3482.000 | 2114 | 0.508 | 1039 | 24 | 0.263 | 0.607 | 0 | 1 |
| 164 | 50 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 40 | 5 | 2 | 3 | 3065.000 | 1570 | 1.077 | 1130 | 28 | 1.333 | 0.512 | 0 | 0 |
| 165 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 3 | 1 | 2 | 2185.000 | 1761 | 0.682 | 1645 | 30 | 0.429 | 0.806 | 0 | 0 |
| 166 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 1611.000 | 746 | 0.993 | 1413 | 29 | 0.706 | 0.463 | 0 | 0 |
| 167 | 58 | F | 4 | Uneducated | Married | Less than $40K | Blue | 47 | 3 | 3 | 3 | 2822.000 | 2173 | 1.456 | 1218 | 23 | 2.286 | 0.770 | 0 | 0 |
| 168 | 46 | M | 5 | Graduate | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 32975.000 | 2517 | 0.658 | 597 | 17 | 0.700 | 0.076 | 1 | 1 |
| 169 | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 47 | 5 | 2 | 2 | 1438.300 | 0 | 0.776 | 2184 | 53 | 0.828 | 0.000 | 0 | 1 |
| 170 | 45 | F | 4 | Uneducated | Divorced | abc | Blue | 36 | 4 | 3 | 3 | 15875.000 | 1719 | 0.860 | 1592 | 37 | 1.467 | 0.108 | 0 | 0 |
| 171 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 45 | 6 | 3 | 3 | 6703.000 | 893 | 0.567 | 1388 | 28 | 0.750 | 0.133 | 0 | 0 |
| 172 | 53 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 3212.000 | 0 | 0.713 | 757 | 20 | 0.250 | 0.000 | 1 | 1 |
| 173 | 50 | M | 2 | High School | Married | $80K - $120K | Silver | 45 | 3 | 1 | 3 | 34516.000 | 1260 | 0.588 | 1504 | 34 | 0.789 | 0.037 | 0 | 0 |
| 174 | 41 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 9797.000 | 1434 | 0.644 | 1503 | 34 | 0.478 | 0.146 | 0 | 0 |
| 175 | 45 | F | 5 | Graduate | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 10400.000 | 1777 | 0.791 | 1105 | 28 | 0.867 | 0.171 | 0 | 0 |
| 176 | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 2 | 1 | 2 | 26792.000 | 1836 | 1.432 | 2398 | 47 | 0.880 | 0.069 | 0 | 0 |
| 177 | 67 | F | 1 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 3 | 2 | 3006.000 | 2517 | 2.053 | 1661 | 32 | 1.000 | 0.837 | 0 | 0 |
| 178 | 57 | F | 2 | Uneducated | Single | $40K - $60K | Silver | 36 | 6 | 3 | 0 | 19482.000 | 1072 | 0.706 | 1421 | 22 | 1.444 | 0.055 | 0 | 0 |
| 179 | 59 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 3356.000 | 985 | 0.350 | 999 | 28 | 0.556 | 0.294 | 0 | 1 |
| 180 | 45 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 34 | 3 | 2 | 1 | 5771.000 | 2248 | 1.791 | 1387 | 18 | 0.800 | 0.390 | 0 | 0 |
| 181 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 11106.000 | 2107 | 0.948 | 1243 | 24 | 1.000 | 0.190 | 0 | 0 |
| 182 | 59 | F | 1 | Uneducated | Married | Less than $40K | Blue | 54 | 5 | 3 | 0 | 2890.000 | 2001 | 1.334 | 1860 | 36 | 1.000 | 0.692 | 0 | 0 |
| 183 | 53 | M | 1 | Graduate | Married | $60K - $80K | Blue | 45 | 6 | 2 | 2 | 3380.000 | 1701 | 0.747 | 1502 | 25 | 1.273 | 0.503 | 0 | 0 |
| 184 | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 21331.000 | 1251 | 0.949 | 1460 | 50 | 1.083 | 0.059 | 0 | 0 |
| 185 | 49 | F | 3 | Uneducated | Single | abc | Blue | 38 | 6 | 2 | 1 | 12860.000 | 0 | 0.646 | 1348 | 27 | 0.286 | 0.000 | 0 | 1 |
| 186 | 49 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 33 | 3 | 1 | 0 | 6278.000 | 462 | 1.161 | 1087 | 33 | 0.941 | 0.074 | 0 | 0 |
| 187 | 60 | F | 0 | College | Single | Less than $40K | Blue | 55 | 5 | 1 | 3 | 1438.300 | 738 | 0.782 | 1226 | 33 | 0.571 | 0.513 | 0 | 0 |
| 188 | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 9355.000 | 1626 | 0.701 | 1230 | 28 | 0.867 | 0.174 | 0 | 0 |
| 189 | 41 | F | 2 | Post-Graduate | Married | abc | Blue | 31 | 6 | 1 | 3 | 20758.000 | 0 | 0.688 | 1555 | 32 | 0.684 | 0.000 | 0 | 0 |
| 190 | 57 | M | 1 | Graduate | Married | $80K - $120K | Blue | 47 | 5 | 3 | 1 | 14612.000 | 1976 | 1.768 | 1827 | 24 | 3.000 | 0.135 | 0 | 0 |
| 191 | 43 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 27 | 5 | 2 | 0 | 27259.000 | 0 | 0.731 | 1376 | 35 | 0.591 | 0.000 | 0 | 0 |
| 192 | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 6347.000 | 1594 | 0.896 | 1771 | 37 | 0.762 | 0.251 | 0 | 0 |
| 193 | 54 | M | 3 | Doctorate | Married | $120K + | Blue | 41 | 3 | 3 | 0 | 21592.000 | 1676 | 1.097 | 1873 | 52 | 0.529 | 0.078 | 0 | 0 |
| 194 | 51 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 44 | 5 | 1 | 1 | 3449.000 | 1598 | 0.971 | 1679 | 42 | 0.556 | 0.463 | 0 | 0 |
| 195 | 47 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 2 | 1 | 2 | 6028.000 | 799 | 0.819 | 1002 | 22 | 0.571 | 0.133 | 0 | 1 |
| 196 | 41 | M | 0 | High School | NaN | $120K + | Blue | 36 | 3 | 2 | 3 | 18214.000 | 1998 | 0.829 | 1344 | 21 | 1.100 | 0.110 | 0 | 0 |
| 197 | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 3 | 1 | 16393.000 | 1423 | 1.642 | 1461 | 42 | 0.750 | 0.087 | 0 | 0 |
| 198 | 68 | M | 0 | High School | Married | Less than $40K | Blue | 52 | 1 | 3 | 2 | 1438.300 | 900 | 0.743 | 760 | 21 | 0.615 | 0.626 | 1 | 1 |
| 199 | 59 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 7871.000 | 1687 | 1.242 | 1428 | 22 | 1.444 | 0.214 | 0 | 0 |
| 200 | 48 | M | 4 | NaN | Married | $80K - $120K | Blue | 36 | 5 | 3 | 0 | 5288.000 | 866 | 0.869 | 1777 | 42 | 0.750 | 0.164 | 0 | 0 |
| 201 | 44 | M | 5 | Graduate | Married | $60K - $80K | Blue | 32 | 4 | 5 | 3 | 11376.000 | 2006 | 0.619 | 1302 | 27 | 0.800 | 0.176 | 0 | 0 |
| 202 | 48 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 4 | 5 | 3 | 12302.000 | 1632 | 1.509 | 1483 | 41 | 0.519 | 0.133 | 0 | 0 |
| 203 | 47 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 3 | 2 | 1 | 34516.000 | 1679 | 0.623 | 1060 | 27 | 0.500 | 0.049 | 0 | 1 |
| 204 | 47 | M | 2 | Graduate | Married | $60K - $80K | Silver | 32 | 4 | 2 | 2 | 34516.000 | 1468 | 0.505 | 1330 | 32 | 0.684 | 0.043 | 0 | 0 |
| 205 | 43 | F | 1 | High School | Divorced | Less than $40K | Silver | 35 | 3 | 2 | 2 | 10514.000 | 1580 | 0.504 | 1229 | 27 | 0.800 | 0.150 | 0 | 0 |
| 206 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 4 | 3 | 1438.300 | 0 | 0.707 | 886 | 27 | 0.421 | 0.000 | 1 | 1 |
| 207 | 59 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 1438.300 | 0 | 0.688 | 844 | 24 | 0.500 | 0.000 | 1 | 1 |
| 208 | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 56 | 2 | 1 | 2 | 2619.000 | 1779 | 1.259 | 1450 | 37 | 0.947 | 0.679 | 0 | 0 |
| 209 | 58 | M | 2 | College | Married | $120K + | Blue | 53 | 2 | 3 | 0 | 24407.000 | 2395 | 1.071 | 2311 | 48 | 0.714 | 0.098 | 0 | 0 |
| 210 | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2377.000 | 1649 | 0.930 | 1378 | 26 | 1.167 | 0.694 | 0 | 0 |
| 211 | 59 | M | 0 | NaN | NaN | $80K - $120K | Silver | 40 | 3 | 2 | 3 | 34516.000 | 1359 | 1.327 | 1033 | 26 | 1.364 | 0.039 | 0 | 0 |
| 212 | 52 | M | 3 | Graduate | Married | $120K + | Blue | 47 | 5 | 3 | 3 | 11086.000 | 2207 | 0.869 | 1523 | 40 | 1.105 | 0.199 | 0 | 0 |
| 213 | 48 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 11432.000 | 2517 | 0.615 | 1374 | 37 | 0.762 | 0.220 | 0 | 0 |
| 214 | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 13258.000 | 1721 | 0.908 | 1080 | 21 | 1.333 | 0.130 | 0 | 0 |
| 215 | 48 | M | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2571.000 | 1955 | 0.531 | 1234 | 24 | 0.714 | 0.760 | 0 | 0 |
| 216 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 2 | 0 | 5781.000 | 1168 | 0.638 | 1600 | 32 | 0.455 | 0.202 | 0 | 0 |
| 217 | 44 | M | 4 | NaN | Married | $60K - $80K | Blue | 30 | 5 | 1 | 2 | 7872.000 | 2509 | 0.971 | 1155 | 32 | 0.882 | 0.319 | 0 | 0 |
| 218 | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 35 | 6 | 1 | 2 | 34516.000 | 1202 | 0.603 | 1353 | 33 | 0.737 | 0.035 | 0 | 0 |
| 219 | 44 | F | 3 | Uneducated | Divorced | Less than $40K | Silver | 38 | 4 | 1 | 3 | 11127.000 | 1835 | 2.368 | 1546 | 25 | 1.273 | 0.165 | 0 | 0 |
| 220 | 50 | M | 2 | NaN | Single | $40K - $60K | Blue | 43 | 2 | 1 | 3 | 1857.000 | 1603 | 0.579 | 1590 | 43 | 1.263 | 0.863 | 0 | 1 |
| 221 | 60 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 1 | 0 | 1913.000 | 1272 | 1.008 | 1448 | 22 | 1.000 | 0.665 | 0 | 0 |
| 222 | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 24 | 5 | 3 | 0 | 3839.000 | 2295 | 0.569 | 1271 | 24 | 0.714 | 0.598 | 0 | 0 |
| 223 | 48 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 39 | 6 | 2 | 3 | 2115.000 | 1141 | 0.616 | 1223 | 20 | 0.538 | 0.539 | 0 | 0 |
| 224 | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 27 | 5 | 2 | 2 | 1438.300 | 679 | 0.859 | 1117 | 29 | 1.071 | 0.472 | 0 | 1 |
| 225 | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 28 | 4 | 3 | 0 | 27756.000 | 1789 | 0.750 | 994 | 24 | 0.846 | 0.064 | 0 | 0 |
| 226 | 45 | M | 3 | College | Single | $60K - $80K | Blue | 32 | 4 | 1 | 2 | 1438.300 | 0 | 0.810 | 1468 | 26 | 0.625 | 0.000 | 0 | 0 |
| 227 | 47 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 34 | 6 | 4 | 2 | 13878.000 | 2222 | 0.853 | 1658 | 38 | 0.357 | 0.160 | 0 | 0 |
| 228 | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3106.000 | 1304 | 0.604 | 1368 | 38 | 0.407 | 0.420 | 0 | 0 |
| 229 | 51 | M | 2 | Graduate | Married | $120K + | Blue | 44 | 4 | 3 | 3 | 34516.000 | 1666 | 0.613 | 1218 | 18 | 0.800 | 0.048 | 0 | 0 |
| 230 | 60 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 50 | 4 | 4 | 3 | 1438.300 | 1025 | 0.838 | 702 | 12 | 0.714 | 0.713 | 1 | 1 |
| 231 | 57 | M | 2 | NaN | Married | $80K - $120K | Blue | 46 | 2 | 3 | 0 | 18871.000 | 1740 | 1.727 | 1516 | 21 | 2.000 | 0.092 | 0 | 0 |
| 232 | 41 | M | 5 | Graduate | Single | $120K + | Blue | 29 | 5 | 2 | 2 | 5207.000 | 1748 | 1.073 | 1310 | 26 | 1.000 | 0.336 | 0 | 0 |
| 233 | 44 | M | 3 | Post-Graduate | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 17965.000 | 1644 | 0.921 | 1767 | 50 | 0.923 | 0.092 | 0 | 0 |
| 234 | 43 | M | 1 | College | Single | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 2733.000 | 1819 | 0.767 | 933 | 25 | 0.923 | 0.666 | 0 | 1 |
| 235 | 55 | M | 2 | College | Married | $60K - $80K | Blue | 48 | 4 | 3 | 2 | 8863.000 | 1301 | 1.207 | 1512 | 27 | 1.455 | 0.147 | 0 | 0 |
| 236 | 52 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 1857.000 | 1833 | 0.723 | 829 | 17 | 0.700 | 0.987 | 1 | 1 |
| 237 | 44 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 33 | 3 | 3 | 3 | 34516.000 | 0 | 0.483 | 1120 | 27 | 0.350 | 0.000 | 0 | 1 |
| 238 | 41 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 11107.000 | 1222 | 0.538 | 1506 | 33 | 0.941 | 0.110 | 0 | 0 |
| 239 | 44 | M | 4 | NaN | Single | $80K - $120K | Blue | 34 | 4 | 1 | 2 | 21573.000 | 1585 | 0.621 | 1384 | 36 | 2.273 | 0.073 | 0 | 0 |
| 240 | 53 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 2 | 3 | 3 | 2859.000 | 2517 | 0.993 | 817 | 30 | 0.667 | 0.880 | 1 | 1 |
| 241 | 39 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 5269.000 | 1475 | 1.148 | 2094 | 25 | 0.667 | 0.280 | 0 | 0 |
| 242 | 49 | M | 5 | College | Married | $40K - $60K | Blue | 45 | 2 | 2 | 3 | 1438.300 | 0 | 0.734 | 815 | 21 | 0.615 | 0.000 | 1 | 1 |
| 243 | 45 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3387.000 | 0 | 0.789 | 510 | 24 | 0.600 | 0.000 | 1 | 1 |
| 244 | 54 | M | 2 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 1982.000 | 1289 | 0.939 | 1377 | 49 | 0.690 | 0.650 | 0 | 0 |
| 245 | 49 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 43 | 2 | 2 | 2 | 4645.000 | 1650 | 0.912 | 1193 | 33 | 0.650 | 0.355 | 0 | 0 |
| 246 | 46 | F | 3 | Doctorate | Single | abc | Blue | 36 | 6 | 3 | 2 | 2189.000 | 1666 | 0.343 | 1287 | 36 | 0.636 | 0.761 | 0 | 0 |
| 247 | 46 | M | 4 | High School | Married | $120K + | Blue | 30 | 3 | 3 | 3 | 2442.000 | 0 | 0.980 | 701 | 19 | 0.727 | 0.000 | 1 | 1 |
| 248 | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 21304.000 | 1532 | 1.018 | 1770 | 25 | 0.923 | 0.072 | 0 | 0 |
| 249 | 44 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 7577.000 | 2480 | 0.435 | 1409 | 35 | 0.167 | 0.327 | 0 | 1 |
| 250 | 50 | M | 3 | Post-Graduate | Single | $120K + | Blue | 31 | 4 | 1 | 2 | 3234.000 | 1486 | 0.868 | 1354 | 28 | 0.647 | 0.459 | 0 | 0 |
| 251 | 73 | M | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 4469.000 | 1125 | 1.363 | 1765 | 34 | 1.615 | 0.252 | 0 | 0 |
| 252 | 56 | M | 3 | NaN | NaN | $40K - $60K | Blue | 46 | 6 | 3 | 4 | 2910.000 | 709 | 0.538 | 1192 | 27 | 0.588 | 0.244 | 0 | 0 |
| 253 | 59 | M | 0 | High School | Single | $40K - $60K | Blue | 48 | 2 | 4 | 3 | 3616.000 | 1054 | 0.616 | 687 | 17 | 0.545 | 0.291 | 1 | 1 |
| 254 | 70 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 3 | 2 | 3 | 3252.000 | 1495 | 0.581 | 1227 | 15 | 0.875 | 0.460 | 0 | 0 |
| 255 | 55 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2358.000 | 1152 | 0.969 | 1737 | 26 | 1.600 | 0.489 | 0 | 0 |
| 256 | 43 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 4 | 1 | 0 | 22322.000 | 953 | 0.769 | 1348 | 34 | 1.125 | 0.043 | 0 | 0 |
| 257 | 45 | M | 1 | Uneducated | Single | $120K + | Blue | 39 | 4 | 2 | 2 | 3133.000 | 1510 | 0.609 | 1435 | 38 | 0.462 | 0.482 | 0 | 0 |
| 258 | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 0 | 3540.000 | 849 | 0.456 | 1321 | 28 | 0.750 | 0.240 | 0 | 0 |
| 259 | 40 | M | 1 | Graduate | Married | $40K - $60K | Blue | 23 | 6 | 3 | 2 | 6990.000 | 1378 | 0.730 | 1479 | 29 | 0.611 | 0.197 | 0 | 0 |
| 260 | 36 | M | 2 | College | NaN | $80K - $120K | Blue | 22 | 2 | 2 | 3 | 34516.000 | 1652 | 0.854 | 1283 | 39 | 1.294 | 0.048 | 0 | 0 |
| 261 | 59 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 40 | 1 | 4 | 1 | 1438.300 | 0 | 1.038 | 689 | 23 | 0.353 | 0.000 | 1 | 1 |
| 262 | 43 | M | 4 | NaN | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 24396.000 | 1171 | 0.655 | 965 | 17 | 1.125 | 0.048 | 0 | 1 |
| 263 | 46 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2474.000 | 2143 | 1.530 | 1541 | 40 | 1.000 | 0.866 | 0 | 0 |
| 264 | 41 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 32 | 5 | 1 | 3 | 5214.000 | 795 | 0.707 | 1258 | 23 | 1.300 | 0.152 | 0 | 0 |
| 265 | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 5 | 2 | 2 | 5207.000 | 1650 | 0.708 | 1339 | 20 | 0.538 | 0.317 | 0 | 0 |
| 266 | 51 | F | 3 | NaN | NaN | Less than $40K | Blue | 25 | 2 | 2 | 2 | 9512.000 | 1082 | 0.701 | 1007 | 22 | 1.444 | 0.114 | 0 | 1 |
| 267 | 43 | F | 4 | Graduate | Divorced | abc | Blue | 23 | 6 | 3 | 2 | 3187.000 | 2430 | 0.617 | 1387 | 33 | 1.357 | 0.762 | 0 | 0 |
| 268 | 64 | F | 0 | High School | Married | $40K - $60K | Blue | 53 | 1 | 3 | 3 | 3353.000 | 0 | 1.021 | 960 | 18 | 0.385 | 0.000 | 1 | 1 |
| 269 | 54 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 3 | 3 | 3 | 2290.000 | 1434 | 0.923 | 1119 | 18 | 3.500 | 0.626 | 0 | 0 |
| 270 | 48 | M | 3 | NaN | Single | $40K - $60K | Blue | 43 | 6 | 1 | 3 | 5279.000 | 1115 | 0.549 | 1642 | 41 | 0.519 | 0.211 | 0 | 0 |
| 271 | 40 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 29 | 5 | 3 | 0 | 23603.000 | 0 | 0.795 | 1382 | 31 | 1.067 | 0.000 | 0 | 0 |
| 272 | 57 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 45 | 6 | 2 | 2 | 2601.000 | 0 | 0.814 | 1232 | 32 | 0.684 | 0.000 | 0 | 0 |
| 273 | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 40 | 4 | 3 | 0 | 6363.000 | 1029 | 0.838 | 1542 | 16 | 1.286 | 0.162 | 0 | 0 |
| 274 | 41 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 8029.000 | 1576 | 0.826 | 1094 | 32 | 0.524 | 0.196 | 0 | 1 |
| 275 | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 2410.000 | 1769 | 0.759 | 1217 | 30 | 1.143 | 0.734 | 0 | 0 |
| 276 | 45 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 3401.000 | 0 | 0.898 | 744 | 18 | 1.000 | 0.000 | 1 | 1 |
| 277 | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 23 | 4 | 2 | 0 | 2260.000 | 1007 | 0.840 | 1614 | 33 | 0.737 | 0.446 | 0 | 0 |
| 278 | 47 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 17682.000 | 2481 | 1.302 | 1747 | 31 | 1.214 | 0.140 | 0 | 0 |
| 279 | 48 | F | 4 | High School | Married | $40K - $60K | Blue | 42 | 3 | 1 | 3 | 4206.000 | 1100 | 0.587 | 1144 | 22 | 1.000 | 0.262 | 0 | 0 |
| 280 | 43 | M | 1 | Graduate | Single | $80K - $120K | Silver | 37 | 4 | 3 | 2 | 34516.000 | 1440 | 1.117 | 1575 | 34 | 2.400 | 0.042 | 0 | 0 |
| 281 | 41 | M | 4 | High School | NaN | $80K - $120K | Blue | 36 | 4 | 3 | 0 | 23018.000 | 2168 | 0.859 | 1463 | 24 | 1.667 | 0.094 | 0 | 0 |
| 282 | 54 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 44 | 5 | 2 | 3 | 5556.000 | 1711 | 1.434 | 1706 | 21 | 1.625 | 0.308 | 0 | 0 |
| 283 | 54 | F | 2 | High School | Married | abc | Blue | 44 | 3 | 3 | 1 | 6094.000 | 0 | 1.129 | 909 | 14 | 0.273 | 0.000 | 1 | 1 |
| 284 | 61 | M | 0 | Graduate | Married | $40K - $60K | Blue | 52 | 3 | 1 | 2 | 2939.000 | 1999 | 2.145 | 2434 | 33 | 1.538 | 0.680 | 0 | 0 |
| 285 | 61 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 48 | 2 | 1 | 0 | 5362.000 | 1274 | 1.015 | 1876 | 41 | 0.783 | 0.238 | 0 | 0 |
| 286 | 48 | M | 2 | High School | Married | $120K + | Blue | 36 | 3 | 3 | 3 | 27126.000 | 0 | 0.953 | 1000 | 25 | 0.786 | 0.000 | 1 | 1 |
| 287 | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3342.000 | 2517 | 0.771 | 1139 | 30 | 0.765 | 0.753 | 0 | 1 |
| 288 | 54 | F | 4 | Graduate | Married | abc | Blue | 40 | 6 | 2 | 2 | 2532.000 | 2221 | 0.491 | 799 | 21 | 0.235 | 0.877 | 1 | 1 |
| 289 | 54 | F | 3 | Doctorate | Married | abc | Blue | 46 | 2 | 2 | 3 | 1900.000 | 1376 | 0.890 | 1881 | 45 | 0.607 | 0.724 | 0 | 0 |
| 290 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 2 | 14546.000 | 1703 | 0.955 | 1273 | 27 | 0.588 | 0.117 | 0 | 0 |
| 291 | 50 | F | 4 | Doctorate | Single | abc | Blue | 36 | 2 | 3 | 2 | 2521.000 | 1608 | 0.587 | 1328 | 33 | 0.571 | 0.638 | 0 | 0 |
| 292 | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 4 | 3 | 16427.000 | 1682 | 0.631 | 1579 | 36 | 1.118 | 0.102 | 0 | 0 |
| 293 | 48 | M | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 13068.000 | 1718 | 0.607 | 937 | 28 | 0.556 | 0.131 | 0 | 1 |
| 294 | 45 | M | 2 | College | Single | $60K - $80K | Blue | 33 | 6 | 3 | 0 | 23218.000 | 1814 | 1.178 | 1749 | 37 | 2.083 | 0.078 | 0 | 0 |
| 295 | 60 | M | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3281.000 | 837 | 1.859 | 1424 | 29 | 1.417 | 0.255 | 0 | 0 |
| 296 | 55 | M | 2 | High School | Married | $40K - $60K | Blue | 47 | 5 | 3 | 2 | 3096.000 | 2217 | 0.799 | 2011 | 41 | 0.783 | 0.716 | 0 | 0 |
| 297 | 62 | F | 0 | High School | Married | $40K - $60K | Blue | 52 | 5 | 2 | 3 | 2052.000 | 1250 | 0.728 | 1208 | 31 | 0.632 | 0.609 | 0 | 0 |
| 298 | 38 | F | 1 | High School | NaN | Less than $40K | Blue | 30 | 2 | 3 | 0 | 1438.300 | 583 | 0.888 | 1259 | 24 | 1.000 | 0.405 | 0 | 0 |
| 299 | 46 | M | 3 | High School | Single | $40K - $60K | Blue | 39 | 2 | 3 | 2 | 9432.000 | 1418 | 0.612 | 1319 | 26 | 0.368 | 0.150 | 0 | 1 |
| 300 | 50 | M | 0 | High School | Single | $120K + | Silver | 45 | 5 | 2 | 3 | 14938.000 | 2303 | 0.804 | 949 | 27 | 2.000 | 0.154 | 0 | 1 |
| 301 | 45 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 2221.000 | 1343 | 0.869 | 1338 | 30 | 1.308 | 0.605 | 0 | 0 |
| 302 | 47 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 37 | 6 | 3 | 0 | 5731.000 | 1577 | 0.657 | 1554 | 26 | 0.444 | 0.275 | 0 | 0 |
| 303 | 48 | M | 4 | College | Married | $60K - $80K | Gold | 33 | 2 | 2 | 3 | 34516.000 | 2061 | 0.722 | 1350 | 32 | 0.455 | 0.060 | 0 | 0 |
| 304 | 35 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 22 | 5 | 2 | 2 | 6985.000 | 1130 | 0.963 | 1694 | 44 | 0.760 | 0.162 | 0 | 0 |
| 305 | 51 | M | 2 | Graduate | Married | $120K + | Blue | 42 | 3 | 3 | 0 | 24221.000 | 1707 | 0.816 | 1678 | 40 | 0.538 | 0.070 | 0 | 0 |
| 306 | 36 | F | 3 | High School | Married | abc | Blue | 24 | 4 | 1 | 1 | 15439.000 | 0 | 0.742 | 2069 | 43 | 0.536 | 0.000 | 0 | 1 |
| 307 | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 21637.000 | 2030 | 0.776 | 1222 | 23 | 0.438 | 0.094 | 0 | 0 |
| 308 | 52 | M | 2 | Graduate | Single | $120K + | Blue | 37 | 2 | 3 | 2 | 14543.000 | 0 | 0.788 | 1536 | 37 | 0.423 | 0.000 | 0 | 1 |
| 309 | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 9684.000 | 2475 | 0.697 | 1400 | 31 | 2.100 | 0.256 | 0 | 0 |
| 310 | 63 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 5007.000 | 930 | 0.885 | 1050 | 28 | 1.154 | 0.186 | 0 | 1 |
| 311 | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 54 | 3 | 2 | 0 | 1616.000 | 1047 | 0.984 | 1389 | 33 | 1.200 | 0.648 | 0 | 0 |
| 312 | 53 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 5 | 2 | 2 | 19116.000 | 0 | 0.656 | 1184 | 29 | 0.611 | 0.000 | 0 | 1 |
| 313 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 5 | 6 | 2 | 2759.000 | 2223 | 1.320 | 2093 | 42 | 1.000 | 0.806 | 0 | 0 |
| 314 | 57 | M | 3 | Graduate | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8249.000 | 1381 | 0.798 | 678 | 11 | 0.833 | 0.167 | 1 | 1 |
| 315 | 38 | F | 2 | Graduate | Single | abc | Blue | 31 | 2 | 3 | 2 | 14041.000 | 2154 | 1.084 | 1467 | 29 | 1.417 | 0.153 | 0 | 0 |
| 316 | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 5264.000 | 2169 | 0.374 | 1219 | 27 | 0.500 | 0.412 | 0 | 0 |
| 317 | 63 | F | 0 | NaN | Married | Less than $40K | Blue | 54 | 4 | 2 | 1 | 2420.000 | 1912 | 1.256 | 1730 | 36 | 0.565 | 0.790 | 0 | 0 |
| 318 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 4 | 2 | 0 | 2826.000 | 2070 | 0.541 | 1025 | 28 | 0.647 | 0.732 | 0 | 0 |
| 319 | 45 | M | 2 | High School | Married | $80K - $120K | Blue | 34 | 5 | 5 | 2 | 12518.000 | 1539 | 0.645 | 1165 | 33 | 0.833 | 0.123 | 0 | 0 |
| 320 | 67 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 1 | 5876.000 | 1297 | 1.012 | 2133 | 55 | 0.719 | 0.221 | 0 | 0 |
| 321 | 48 | M | 3 | Graduate | Single | $80K - $120K | Silver | 37 | 3 | 2 | 3 | 34516.000 | 0 | 0.448 | 1122 | 13 | 0.182 | 0.000 | 0 | 1 |
| 322 | 51 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 38 | 4 | 1 | 2 | 9648.000 | 1926 | 0.549 | 1083 | 22 | 1.750 | 0.200 | 0 | 0 |
| 323 | 52 | M | 2 | High School | Single | $80K - $120K | Silver | 40 | 3 | 3 | 3 | 34516.000 | 2177 | 1.320 | 1234 | 23 | 1.875 | 0.063 | 0 | 0 |
| 324 | 55 | F | 2 | Uneducated | Married | abc | Blue | 35 | 3 | 3 | 0 | 3025.000 | 2376 | 1.252 | 1277 | 23 | 1.875 | 0.785 | 0 | 0 |
| 325 | 34 | M | 3 | High School | Married | $60K - $80K | Blue | 26 | 4 | 3 | 3 | 3265.000 | 2517 | 0.952 | 1843 | 35 | 0.944 | 0.771 | 0 | 0 |
| 326 | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 6041.000 | 1355 | 0.685 | 1747 | 49 | 0.581 | 0.224 | 0 | 0 |
| 327 | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2293.000 | 1823 | 0.617 | 1166 | 22 | 1.444 | 0.795 | 0 | 0 |
| 328 | 47 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 13399.000 | 2505 | 0.627 | 1326 | 31 | 0.824 | 0.187 | 0 | 0 |
| 329 | 46 | F | 3 | NaN | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4317.000 | 2517 | 0.944 | 1619 | 36 | 1.000 | 0.583 | 0 | 0 |
| 330 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 2 | 0 | 3378.000 | 1069 | 0.581 | 1285 | 16 | 0.333 | 0.316 | 0 | 0 |
| 331 | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 5012.000 | 2242 | 0.816 | 1142 | 28 | 1.000 | 0.447 | 0 | 0 |
| 332 | 38 | F | 4 | Uneducated | Single | Less than $40K | Blue | 30 | 4 | 1 | 0 | 2569.000 | 1605 | 0.574 | 1190 | 46 | 0.643 | 0.625 | 0 | 0 |
| 333 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 1 | 2 | 3471.000 | 1785 | 1.051 | 1052 | 24 | 0.714 | 0.514 | 0 | 1 |
| 334 | 43 | M | 5 | Graduate | Divorced | $120K + | Silver | 31 | 5 | 3 | 3 | 34516.000 | 1699 | 0.771 | 1628 | 38 | 0.727 | 0.049 | 0 | 0 |
| 335 | 53 | M | 1 | High School | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 3312.000 | 1844 | 0.986 | 1740 | 32 | 0.882 | 0.557 | 0 | 0 |
| 336 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 2578.000 | 2462 | 1.707 | 1378 | 29 | 0.812 | 0.955 | 0 | 0 |
| 337 | 54 | M | 2 | NaN | Married | $40K - $60K | Blue | 44 | 4 | 3 | 2 | 2902.000 | 2517 | 0.821 | 996 | 26 | 0.444 | 0.867 | 1 | 1 |
| 338 | 57 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 3 | 2 | 1 | 2742.000 | 2321 | 1.315 | 1389 | 32 | 0.600 | 0.846 | 0 | 0 |
| 339 | 62 | M | 1 | High School | Married | Less than $40K | Blue | 53 | 5 | 3 | 3 | 2077.000 | 1571 | 1.031 | 1365 | 38 | 1.000 | 0.756 | 0 | 0 |
| 340 | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 5 | 1 | 2 | 6265.000 | 1942 | 1.027 | 1715 | 43 | 0.870 | 0.310 | 0 | 0 |
| 341 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 44 | 6 | 3 | 0 | 7819.000 | 1560 | 0.827 | 1582 | 25 | 0.786 | 0.200 | 0 | 0 |
| 342 | 52 | M | 3 | Graduate | Single | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 2731.000 | 1692 | 0.620 | 1220 | 22 | 0.692 | 0.620 | 0 | 0 |
| 343 | 58 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 4 | 3 | 1438.300 | 537 | 0.819 | 715 | 13 | 0.182 | 0.373 | 1 | 1 |
| 344 | 54 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 16286.000 | 1710 | 1.223 | 2552 | 49 | 1.227 | 0.105 | 0 | 0 |
| 345 | 49 | M | 1 | Graduate | Married | $120K + | Blue | 39 | 3 | 2 | 3 | 34516.000 | 0 | 0.507 | 1106 | 31 | 0.938 | 0.000 | 0 | 1 |
| 346 | 58 | F | 3 | High School | Married | Less than $40K | Blue | 47 | 6 | 1 | 0 | 2609.000 | 2439 | 1.269 | 1731 | 34 | 1.833 | 0.935 | 0 | 0 |
| 347 | 52 | M | 2 | High School | Single | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 7567.000 | 1173 | 0.541 | 1435 | 32 | 0.600 | 0.155 | 0 | 0 |
| 348 | 41 | M | 5 | High School | Married | $60K - $80K | Blue | 33 | 5 | 3 | 3 | 22770.000 | 2517 | 0.994 | 1882 | 38 | 0.652 | 0.111 | 0 | 0 |
| 349 | 62 | F | 0 | Uneducated | Married | Less than $40K | Blue | 50 | 5 | 1 | 2 | 3791.000 | 1648 | 1.227 | 2058 | 34 | 0.789 | 0.435 | 0 | 0 |
| 350 | 54 | M | 2 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 4 | 2 | 2702.000 | 2517 | 1.019 | 1658 | 32 | 1.462 | 0.932 | 0 | 0 |
| 351 | 40 | F | 3 | High School | Divorced | Less than $40K | Blue | 35 | 3 | 1 | 3 | 2555.000 | 2117 | 1.049 | 1334 | 32 | 0.600 | 0.829 | 0 | 0 |
| 352 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 5 | 3 | 2 | 2355.000 | 1090 | 0.751 | 1441 | 29 | 0.812 | 0.463 | 0 | 0 |
| 353 | 53 | F | 2 | Graduate | Single | $40K - $60K | Blue | 42 | 6 | 2 | 0 | 5332.000 | 0 | 0.939 | 1371 | 39 | 1.167 | 0.000 | 0 | 0 |
| 354 | 55 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 49 | 6 | 3 | 2 | 1443.000 | 1375 | 0.683 | 1991 | 38 | 0.583 | 0.953 | 0 | 1 |
| 355 | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 39 | 6 | 2 | 3 | 10741.000 | 755 | 1.166 | 1278 | 22 | 1.444 | 0.070 | 0 | 0 |
| 356 | 41 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 25 | 3 | 2 | 0 | 7984.000 | 1503 | 0.797 | 1734 | 39 | 1.167 | 0.188 | 0 | 0 |
| 357 | 49 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 18584.000 | 2517 | 0.703 | 1330 | 34 | 1.125 | 0.135 | 0 | 0 |
| 358 | 61 | F | 0 | Graduate | Married | abc | Blue | 56 | 4 | 1 | 3 | 5585.000 | 1465 | 1.503 | 1787 | 31 | 0.722 | 0.262 | 0 | 0 |
| 359 | 46 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 34516.000 | 2165 | 0.837 | 1672 | 32 | 0.524 | 0.063 | 0 | 0 |
| 360 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1438.300 | 0 | 1.068 | 1439 | 41 | 1.050 | 0.000 | 0 | 0 |
| 361 | 40 | M | 2 | Graduate | Single | $80K - $120K | Blue | 24 | 5 | 1 | 0 | 2478.000 | 2031 | 1.284 | 1558 | 31 | 0.938 | 0.820 | 0 | 0 |
| 362 | 51 | M | 4 | High School | Single | $120K + | Blue | 46 | 6 | 3 | 3 | 34516.000 | 2274 | 0.788 | 1795 | 47 | 0.679 | 0.066 | 0 | 0 |
| 363 | 50 | F | 2 | Graduate | Married | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 2339.000 | 1440 | 0.431 | 893 | 22 | 0.375 | 0.616 | 0 | 1 |
| 364 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2726.000 | 0 | 0.844 | 1099 | 27 | 0.588 | 0.000 | 0 | 1 |
| 365 | 43 | M | 4 | NaN | Married | $120K + | Blue | 39 | 3 | 3 | 3 | 14881.000 | 848 | 0.762 | 1408 | 23 | 1.091 | 0.057 | 0 | 0 |
| 366 | 36 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 1628.000 | 969 | 0.999 | 1893 | 15 | 2.750 | 0.595 | 0 | 0 |
| 367 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 2 | 2 | 3156.000 | 1644 | 1.052 | 1151 | 31 | 1.385 | 0.521 | 0 | 0 |
| 368 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 3 | 0 | 4745.000 | 1270 | 0.930 | 1519 | 31 | 0.938 | 0.268 | 0 | 0 |
| 369 | 46 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 2 | 19727.000 | 1785 | 0.572 | 1245 | 25 | 0.786 | 0.090 | 0 | 0 |
| 370 | 52 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 22720.000 | 793 | 0.685 | 1102 | 27 | 0.286 | 0.035 | 0 | 1 |
| 371 | 43 | M | 4 | NaN | Married | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 8129.000 | 1799 | 0.566 | 1402 | 33 | 0.737 | 0.221 | 0 | 0 |
| 372 | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 2 | 3 | 3751.000 | 1521 | 0.974 | 1060 | 30 | 1.308 | 0.405 | 0 | 1 |
| 373 | 54 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 3 | 5 | 3 | 1594.000 | 1411 | 0.817 | 1459 | 35 | 1.188 | 0.885 | 0 | 0 |
| 374 | 55 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 4 | 2 | 0 | 2569.000 | 1403 | 0.886 | 1456 | 39 | 0.444 | 0.546 | 0 | 0 |
| 375 | 49 | F | 4 | Post-Graduate | Single | abc | Blue | 44 | 6 | 3 | 2 | 18206.000 | 1586 | 0.921 | 1439 | 48 | 1.000 | 0.087 | 0 | 0 |
| 376 | 45 | M | 4 | High School | Married | $40K - $60K | Blue | 34 | 6 | 3 | 3 | 3104.000 | 1766 | 0.828 | 1353 | 24 | 1.182 | 0.569 | 0 | 0 |
| 377 | 49 | M | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 2406.000 | 1560 | 0.751 | 1173 | 32 | 0.391 | 0.648 | 0 | 0 |
| 378 | 63 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 24571.000 | 1955 | 1.174 | 1746 | 28 | 1.000 | 0.080 | 0 | 0 |
| 379 | 40 | F | 3 | High School | Single | Less than $40K | Gold | 36 | 3 | 2 | 3 | 15534.000 | 726 | 0.556 | 1279 | 28 | 0.867 | 0.047 | 0 | 0 |
| 380 | 41 | F | 2 | Graduate | Married | Less than $40K | Silver | 33 | 4 | 2 | 0 | 12301.000 | 2250 | 0.484 | 1307 | 29 | 0.261 | 0.183 | 0 | 0 |
| 381 | 37 | M | 4 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 2846.000 | 1818 | 0.711 | 1473 | 37 | 1.176 | 0.639 | 0 | 0 |
| 382 | 58 | M | 2 | Uneducated | NaN | $120K + | Blue | 49 | 6 | 2 | 3 | 9788.000 | 1794 | 0.778 | 1805 | 37 | 0.762 | 0.183 | 0 | 0 |
| 383 | 55 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 7231.000 | 2381 | 0.996 | 1421 | 23 | 1.300 | 0.329 | 0 | 0 |
| 384 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 6 | 3 | 2 | 2324.000 | 1576 | 0.728 | 1272 | 37 | 1.312 | 0.678 | 0 | 0 |
| 385 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 2 | 3 | 12208.000 | 1980 | 0.616 | 1409 | 34 | 0.619 | 0.162 | 0 | 0 |
| 386 | 43 | M | 4 | Post-Graduate | NaN | $80K - $120K | Blue | 30 | 2 | 5 | 3 | 5639.000 | 1547 | 1.087 | 647 | 15 | 0.364 | 0.274 | 1 | 1 |
| 387 | 58 | M | 1 | Graduate | Married | $60K - $80K | Blue | 46 | 3 | 3 | 2 | 10021.000 | 1617 | 0.578 | 1275 | 25 | 0.667 | 0.161 | 0 | 0 |
| 388 | 64 | M | 0 | NaN | Married | Less than $40K | Blue | 56 | 6 | 1 | 0 | 2215.000 | 1915 | 0.794 | 1270 | 27 | 0.588 | 0.865 | 0 | 0 |
| 389 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2027.000 | 1480 | 0.979 | 1702 | 37 | 0.947 | 0.730 | 0 | 0 |
| 390 | 53 | M | 2 | Graduate | Married | $60K - $80K | Blue | 47 | 6 | 2 | 2 | 6363.000 | 1162 | 0.644 | 1256 | 26 | 1.000 | 0.183 | 0 | 0 |
| 391 | 39 | F | 3 | College | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 3920.000 | 2008 | 0.944 | 3178 | 53 | 0.656 | 0.512 | 0 | 0 |
| 392 | 56 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 9226.000 | 1233 | 1.521 | 1626 | 29 | 1.636 | 0.134 | 0 | 0 |
| 393 | 54 | F | 4 | NaN | Divorced | Less than $40K | Blue | 49 | 6 | 1 | 1 | 9376.000 | 1288 | 0.597 | 1562 | 33 | 0.500 | 0.137 | 0 | 0 |
| 394 | 59 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 46 | 5 | 3 | 3 | 1944.000 | 1346 | 1.052 | 1960 | 57 | 0.727 | 0.692 | 0 | 0 |
| 395 | 42 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 1 | 0 | 9599.000 | 1554 | 1.087 | 1154 | 38 | 1.235 | 0.162 | 0 | 0 |
| 396 | 42 | M | 4 | Graduate | Married | $60K - $80K | Silver | 28 | 5 | 1 | 2 | 28202.000 | 843 | 0.637 | 1629 | 38 | 0.727 | 0.030 | 0 | 0 |
| 397 | 43 | M | 3 | College | NaN | $80K - $120K | Blue | 39 | 3 | 3 | 1 | 24850.000 | 1662 | 0.693 | 1226 | 25 | 0.923 | 0.067 | 0 | 0 |
| 398 | 55 | M | 0 | High School | Married | $120K + | Blue | 49 | 5 | 3 | 3 | 3805.000 | 2233 | 1.095 | 1743 | 27 | 0.929 | 0.587 | 0 | 0 |
| 399 | 52 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 37 | 5 | 2 | 2 | 2733.000 | 1306 | 0.791 | 1139 | 39 | 0.444 | 0.478 | 0 | 0 |
| 400 | 46 | M | 1 | Uneducated | NaN | $40K - $60K | Blue | 27 | 6 | 3 | 3 | 12781.000 | 1253 | 0.638 | 1073 | 21 | 0.400 | 0.098 | 0 | 1 |
| 401 | 57 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 3 | 3 | 3106.000 | 1120 | 1.045 | 683 | 17 | 0.700 | 0.361 | 1 | 1 |
| 402 | 48 | M | 3 | College | Married | $80K - $120K | Blue | 42 | 3 | 3 | 0 | 7477.000 | 0 | 0.511 | 1159 | 32 | 0.684 | 0.000 | 0 | 0 |
| 403 | 45 | M | 4 | NaN | Married | $120K + | Blue | 33 | 6 | 1 | 3 | 34516.000 | 2086 | 0.986 | 1859 | 47 | 0.958 | 0.060 | 0 | 0 |
| 404 | 48 | M | 2 | High School | Married | $120K + | Blue | 36 | 6 | 5 | 2 | 29963.000 | 2094 | 0.648 | 1205 | 28 | 0.867 | 0.070 | 0 | 0 |
| 405 | 47 | M | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 6509.000 | 2033 | 0.830 | 1409 | 37 | 0.370 | 0.312 | 0 | 0 |
| 406 | 42 | M | 3 | College | Married | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 13450.000 | 0 | 0.742 | 1000 | 18 | 0.059 | 0.000 | 1 | 1 |
| 407 | 41 | M | 2 | Graduate | NaN | $60K - $80K | Silver | 36 | 6 | 2 | 0 | 27000.000 | 0 | 0.610 | 1209 | 39 | 0.300 | 0.000 | 0 | 0 |
| 408 | 51 | M | 4 | College | Married | $120K + | Silver | 31 | 5 | 2 | 1 | 34516.000 | 1254 | 0.869 | 1366 | 25 | 0.786 | 0.036 | 0 | 0 |
| 409 | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 47 | 5 | 3 | 2 | 6347.000 | 0 | 0.466 | 1161 | 44 | 0.375 | 0.000 | 0 | 1 |
| 410 | 67 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 49 | 4 | 3 | 2 | 3106.000 | 1675 | 0.781 | 1512 | 38 | 0.407 | 0.539 | 0 | 0 |
| 411 | 39 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 4 | 1 | 1 | 2536.000 | 913 | 1.059 | 1750 | 35 | 1.333 | 0.360 | 0 | 0 |
| 412 | 54 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 35 | 6 | 3 | 0 | 13048.000 | 1954 | 1.139 | 1170 | 24 | 0.846 | 0.150 | 0 | 0 |
| 413 | 55 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 2453.000 | 968 | 1.081 | 2218 | 50 | 0.613 | 0.395 | 0 | 0 |
| 414 | 47 | M | 3 | High School | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 16138.000 | 1249 | 1.010 | 1198 | 33 | 0.833 | 0.077 | 0 | 0 |
| 415 | 49 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 38 | 3 | 2 | 0 | 8077.000 | 1965 | 0.637 | 1329 | 26 | 0.444 | 0.243 | 0 | 0 |
| 416 | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 3 | 3 | 3 | 1929.000 | 1673 | 0.835 | 857 | 36 | 1.118 | 0.867 | 1 | 1 |
| 417 | 57 | M | 2 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 3127.000 | 2517 | 0.589 | 1470 | 30 | 1.143 | 0.805 | 0 | 0 |
| 418 | 44 | M | 5 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 8645.000 | 1454 | 0.708 | 1435 | 25 | 1.778 | 0.168 | 0 | 0 |
| 419 | 56 | M | 3 | NaN | Single | $60K - $80K | Blue | 49 | 3 | 1 | 3 | 1438.300 | 0 | 0.503 | 1093 | 22 | 0.833 | 0.000 | 0 | 1 |
| 420 | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 2185.000 | 0 | 0.727 | 715 | 20 | 0.818 | 0.000 | 1 | 1 |
| 421 | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 32 | 5 | 2 | 2 | 24487.000 | 2517 | 0.912 | 1512 | 42 | 0.909 | 0.103 | 0 | 0 |
| 422 | 63 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 2567.000 | 0 | 1.636 | 2399 | 43 | 0.955 | 0.000 | 0 | 0 |
| 423 | 44 | M | 3 | Graduate | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 4131.000 | 785 | 0.543 | 906 | 22 | 1.200 | 0.190 | 0 | 1 |
| 424 | 44 | F | 4 | College | Married | Less than $40K | Silver | 37 | 3 | 2 | 2 | 10790.000 | 1930 | 0.750 | 1052 | 16 | 1.286 | 0.179 | 0 | 1 |
| 425 | 40 | M | 3 | High School | Married | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 6884.000 | 1001 | 0.786 | 975 | 11 | 0.833 | 0.145 | 0 | 1 |
| 426 | 39 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 13961.000 | 1299 | 0.842 | 783 | 20 | 0.667 | 0.093 | 1 | 1 |
| 427 | 42 | M | 4 | High School | Married | $80K - $120K | Blue | 30 | 6 | 1 | 0 | 29801.000 | 1916 | 0.781 | 990 | 21 | 0.909 | 0.064 | 0 | 0 |
| 428 | 54 | M | 3 | High School | Married | $120K + | Blue | 43 | 4 | 1 | 1 | 13219.000 | 0 | 0.576 | 1097 | 24 | 0.500 | 0.000 | 0 | 1 |
| 429 | 58 | F | 4 | NaN | Married | Less than $40K | Blue | 46 | 2 | 3 | 3 | 2536.000 | 0 | 0.917 | 901 | 35 | 0.522 | 0.000 | 1 | 1 |
| 430 | 46 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 1 | 9478.000 | 820 | 0.640 | 1327 | 41 | 0.864 | 0.087 | 0 | 0 |
| 431 | 47 | F | 4 | NaN | Divorced | $40K - $60K | Blue | 34 | 6 | 1 | 2 | 3502.000 | 1851 | 2.023 | 1814 | 31 | 0.722 | 0.529 | 0 | 0 |
| 432 | 67 | F | 0 | NaN | Married | abc | Blue | 56 | 4 | 3 | 3 | 10509.000 | 2388 | 0.777 | 1365 | 34 | 1.429 | 0.227 | 0 | 0 |
| 433 | 50 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 0 | 1491.000 | 0 | 0.876 | 1058 | 34 | 0.889 | 0.000 | 0 | 0 |
| 434 | 55 | M | 0 | High School | Divorced | $60K - $80K | Blue | 46 | 6 | 1 | 2 | 9734.000 | 0 | 0.785 | 1476 | 38 | 0.900 | 0.000 | 0 | 0 |
| 435 | 46 | F | 2 | Graduate | Married | $40K - $60K | Blue | 22 | 6 | 1 | 3 | 2305.000 | 1627 | 0.747 | 1230 | 36 | 0.565 | 0.706 | 0 | 0 |
| 436 | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 14241.000 | 2081 | 0.909 | 1581 | 44 | 0.833 | 0.146 | 0 | 0 |
| 437 | 36 | F | 2 | NaN | Married | $40K - $60K | Blue | 25 | 3 | 1 | 2 | 4789.000 | 1257 | 1.134 | 1534 | 29 | 0.933 | 0.262 | 0 | 0 |
| 438 | 40 | M | 4 | Doctorate | Divorced | $60K - $80K | Blue | 34 | 4 | 2 | 3 | 23138.000 | 1727 | 0.693 | 1612 | 39 | 1.438 | 0.075 | 0 | 0 |
| 439 | 57 | M | 2 | NaN | Single | $80K - $120K | Blue | 38 | 6 | 1 | 3 | 23008.000 | 2280 | 0.674 | 1302 | 36 | 0.636 | 0.099 | 0 | 0 |
| 440 | 48 | M | 1 | NaN | Divorced | $80K - $120K | Blue | 36 | 3 | 1 | 0 | 3131.000 | 2517 | 0.602 | 1439 | 40 | 0.481 | 0.804 | 0 | 0 |
| 441 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 2 | 5798.000 | 1794 | 0.564 | 1724 | 45 | 0.452 | 0.309 | 0 | 0 |
| 442 | 48 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 6880.000 | 1390 | 1.205 | 1784 | 35 | 0.944 | 0.202 | 0 | 0 |
| 443 | 48 | M | 3 | Graduate | NaN | $80K - $120K | Platinum | 41 | 3 | 2 | 2 | 34516.000 | 1531 | 0.862 | 1156 | 29 | 1.071 | 0.044 | 0 | 0 |
| 444 | 53 | F | 2 | College | Married | $40K - $60K | Blue | 34 | 6 | 2 | 1 | 2075.000 | 1469 | 1.322 | 2556 | 49 | 1.130 | 0.708 | 0 | 0 |
| 445 | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 44 | 3 | 3 | 0 | 4589.000 | 0 | 0.845 | 1590 | 37 | 0.370 | 0.000 | 0 | 0 |
| 446 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 40 | 1 | 2 | 2 | 2317.000 | 0 | 1.005 | 884 | 19 | 0.727 | 0.000 | 1 | 1 |
| 447 | 53 | F | 2 | Uneducated | Single | Less than $40K | Blue | 45 | 1 | 1 | 1 | 1981.000 | 1518 | 1.019 | 973 | 25 | 0.923 | 0.766 | 1 | 1 |
| 448 | 56 | F | 1 | Graduate | Single | $40K - $60K | Blue | 47 | 3 | 2 | 1 | 6038.000 | 0 | 0.741 | 1447 | 30 | 0.875 | 0.000 | 0 | 0 |
| 449 | 44 | M | 5 | NaN | Single | $80K - $120K | Blue | 32 | 5 | 3 | 2 | 14910.000 | 877 | 0.772 | 1150 | 26 | 0.625 | 0.059 | 0 | 1 |
| 450 | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 29659.000 | 1143 | 0.512 | 1193 | 21 | 0.615 | 0.039 | 0 | 0 |
| 451 | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 4320.000 | 0 | 0.967 | 706 | 21 | 0.500 | 0.000 | 1 | 1 |
| 452 | 39 | F | 1 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 11213.000 | 0 | 0.563 | 1257 | 23 | 0.643 | 0.000 | 0 | 0 |
| 453 | 39 | F | 3 | Uneducated | Divorced | abc | Blue | 29 | 5 | 1 | 2 | 26181.000 | 0 | 0.913 | 1303 | 35 | 0.750 | 0.000 | 0 | 0 |
| 454 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 31 | 3 | 1 | 0 | 5773.000 | 0 | 0.670 | 1306 | 39 | 0.500 | 0.000 | 0 | 0 |
| 455 | 53 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 3 | 4503.000 | 0 | 0.659 | 748 | 20 | 0.429 | 0.000 | 1 | 1 |
| 456 | 47 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 29770.000 | 1565 | 0.674 | 1774 | 42 | 2.000 | 0.053 | 0 | 0 |
| 457 | 46 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 28 | 5 | 1 | 1 | 5014.000 | 1910 | 0.863 | 1209 | 25 | 1.500 | 0.381 | 0 | 0 |
| 458 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 47 | 6 | 1 | 2 | 3445.000 | 1074 | 0.670 | 1074 | 31 | 0.632 | 0.312 | 0 | 1 |
| 459 | 60 | M | 1 | Graduate | Married | $80K - $120K | Blue | 50 | 6 | 2 | 2 | 23412.000 | 1078 | 0.790 | 1786 | 50 | 0.786 | 0.046 | 0 | 0 |
| 460 | 59 | F | 0 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 2 | 3044.000 | 1611 | 0.740 | 1456 | 36 | 0.714 | 0.529 | 0 | 0 |
| 461 | 38 | M | 1 | NaN | Single | $60K - $80K | Blue | 29 | 5 | 2 | 1 | 14596.000 | 2192 | 0.898 | 1300 | 25 | 1.083 | 0.150 | 0 | 0 |
| 462 | 56 | M | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3864.000 | 1654 | 0.491 | 1470 | 42 | 0.235 | 0.428 | 0 | 0 |
| 463 | 35 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 29 | 2 | 1 | 3 | 17030.000 | 1911 | 0.528 | 715 | 25 | 0.562 | 0.112 | 1 | 1 |
| 464 | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 23090.000 | 839 | 1.326 | 1198 | 24 | 1.000 | 0.036 | 0 | 0 |
| 465 | 53 | M | 2 | Post-Graduate | NaN | $80K - $120K | Blue | 36 | 4 | 2 | 0 | 29205.000 | 1208 | 0.957 | 1556 | 43 | 1.048 | 0.041 | 0 | 0 |
| 466 | 63 | M | 2 | Graduate | Married | $60K - $80K | Blue | 49 | 5 | 2 | 3 | 14035.000 | 2061 | 2.271 | 1606 | 30 | 1.500 | 0.147 | 0 | 0 |
| 467 | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 24 | 2 | 3 | 2 | 2962.000 | 2517 | 1.046 | 929 | 31 | 0.409 | 0.850 | 1 | 1 |
| 468 | 46 | M | 2 | NaN | Married | $80K - $120K | Blue | 30 | 6 | 3 | 0 | 18578.000 | 1385 | 0.565 | 1606 | 54 | 0.421 | 0.075 | 0 | 0 |
| 469 | 61 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 2201.000 | 1138 | 0.675 | 1199 | 32 | 0.600 | 0.517 | 0 | 0 |
| 470 | 37 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 25 | 4 | 3 | 2 | 2061.000 | 1483 | 1.362 | 2400 | 60 | 0.622 | 0.720 | 0 | 0 |
| 471 | 42 | F | 5 | Doctorate | Married | abc | Blue | 23 | 4 | 2 | 2 | 24602.000 | 1660 | 0.588 | 1337 | 44 | 0.760 | 0.067 | 0 | 0 |
| 472 | 41 | M | 2 | Uneducated | Divorced | $120K + | Blue | 29 | 3 | 2 | 2 | 15911.000 | 896 | 0.954 | 1270 | 33 | 0.833 | 0.056 | 0 | 0 |
| 473 | 56 | M | 2 | College | Single | $120K + | Blue | 50 | 2 | 2 | 3 | 16867.000 | 0 | 0.885 | 654 | 14 | 0.400 | 0.000 | 1 | 1 |
| 474 | 56 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 3 | 3 | 0 | 2783.000 | 1526 | 0.942 | 1909 | 54 | 0.688 | 0.548 | 0 | 0 |
| 475 | 52 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 47 | 3 | 3 | 2 | 2972.000 | 0 | 1.035 | 922 | 25 | 0.562 | 0.000 | 1 | 1 |
| 476 | 40 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 5124.000 | 2235 | 0.542 | 1158 | 42 | 0.355 | 0.436 | 0 | 1 |
| 477 | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 6 | 6 | 2 | 2880.000 | 2362 | 0.890 | 1323 | 26 | 0.444 | 0.820 | 0 | 0 |
| 478 | 58 | M | 1 | High School | Single | $40K - $60K | Blue | 46 | 4 | 1 | 0 | 5579.000 | 0 | 0.481 | 1025 | 35 | 0.667 | 0.000 | 0 | 1 |
| 479 | 58 | M | 4 | NaN | Married | $60K - $80K | Blue | 44 | 5 | 1 | 3 | 12010.000 | 2149 | 0.801 | 1700 | 35 | 1.500 | 0.179 | 0 | 0 |
| 480 | 46 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 34516.000 | 1597 | 0.858 | 1628 | 51 | 1.217 | 0.046 | 0 | 0 |
| 481 | 37 | F | 1 | Graduate | Married | $40K - $60K | Blue | 29 | 5 | 2 | 2 | 4394.000 | 885 | 1.040 | 1377 | 32 | 0.684 | 0.201 | 0 | 0 |
| 482 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 35 | 4 | 3 | 3 | 18325.000 | 723 | 0.815 | 1517 | 33 | 0.650 | 0.039 | 0 | 0 |
| 483 | 46 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 37 | 5 | 3 | 2 | 3773.000 | 1972 | 0.783 | 1528 | 25 | 1.083 | 0.523 | 0 | 0 |
| 484 | 41 | M | 1 | Graduate | Single | $80K - $120K | Blue | 29 | 5 | 1 | 3 | 21684.000 | 1748 | 0.715 | 1329 | 24 | 0.600 | 0.081 | 0 | 0 |
| 485 | 48 | F | 3 | High School | Divorced | $40K - $60K | Blue | 40 | 4 | 1 | 2 | 1919.000 | 774 | 0.965 | 1505 | 33 | 0.737 | 0.403 | 0 | 0 |
| 486 | 49 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 3 | 2 | 9995.000 | 1713 | 0.960 | 1172 | 38 | 0.462 | 0.171 | 0 | 0 |
| 487 | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 2 | 2 | 11910.000 | 2098 | 1.160 | 1646 | 39 | 1.294 | 0.176 | 0 | 0 |
| 488 | 39 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2279.000 | 1529 | 1.260 | 1693 | 32 | 1.286 | 0.671 | 0 | 0 |
| 489 | 57 | M | 1 | College | Single | $40K - $60K | Blue | 48 | 3 | 1 | 2 | 3539.000 | 0 | 0.781 | 1336 | 23 | 0.211 | 0.000 | 0 | 1 |
| 490 | 48 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 30579.000 | 1351 | 0.759 | 1289 | 19 | 0.727 | 0.044 | 0 | 0 |
| 491 | 47 | M | 3 | High School | Single | $80K - $120K | Blue | 42 | 4 | 1 | 0 | 24480.000 | 1923 | 0.505 | 1416 | 32 | 0.778 | 0.079 | 0 | 0 |
| 492 | 56 | F | 1 | Uneducated | Divorced | abc | Blue | 52 | 6 | 1 | 2 | 17561.000 | 0 | 0.940 | 1608 | 33 | 1.200 | 0.000 | 0 | 0 |
| 493 | 54 | F | 0 | College | Married | Less than $40K | Blue | 40 | 3 | 1 | 2 | 1638.000 | 0 | 0.750 | 1885 | 51 | 0.545 | 0.000 | 0 | 1 |
| 494 | 54 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 2947.000 | 2216 | 0.760 | 1744 | 53 | 0.606 | 0.752 | 0 | 0 |
| 495 | 52 | M | 4 | High School | Married | $80K - $120K | Blue | 42 | 6 | 1 | 0 | 5738.000 | 1112 | 1.519 | 1922 | 48 | 0.655 | 0.194 | 0 | 0 |
| 496 | 43 | M | 4 | NaN | NaN | $120K + | Blue | 34 | 5 | 2 | 2 | 33304.000 | 1833 | 0.428 | 1448 | 29 | 0.381 | 0.055 | 0 | 1 |
| 497 | 59 | M | 1 | College | Single | $40K - $60K | Blue | 48 | 6 | 3 | 3 | 7251.000 | 1603 | 0.591 | 1300 | 36 | 0.800 | 0.221 | 0 | 0 |
| 498 | 44 | M | 1 | NaN | Married | abc | Blue | 34 | 6 | 2 | 0 | 2885.000 | 1895 | 0.387 | 1366 | 31 | 0.632 | 0.657 | 0 | 0 |
| 499 | 56 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2641.000 | 1257 | 0.891 | 1439 | 39 | 1.053 | 0.476 | 0 | 0 |
| 500 | 45 | F | 4 | Graduate | Married | abc | Blue | 35 | 6 | 3 | 0 | 2801.000 | 2043 | 0.583 | 1241 | 46 | 0.643 | 0.729 | 0 | 0 |
| 501 | 55 | M | 1 | High School | Married | $80K - $120K | Blue | 45 | 3 | 3 | 3 | 16794.000 | 809 | 1.566 | 1917 | 33 | 0.941 | 0.048 | 0 | 0 |
| 502 | 48 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 4 | 1 | 3 | 9336.000 | 1672 | 0.696 | 1391 | 39 | 0.625 | 0.179 | 0 | 0 |
| 503 | 56 | F | 5 | College | Single | Less than $40K | Blue | 43 | 4 | 1 | 0 | 2763.000 | 2517 | 0.938 | 1246 | 31 | 0.824 | 0.911 | 0 | 0 |
| 504 | 41 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 17391.000 | 1044 | 1.080 | 1248 | 27 | 0.688 | 0.060 | 0 | 0 |
| 505 | 65 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 0 | 3198.000 | 2493 | 0.665 | 1936 | 44 | 1.316 | 0.780 | 0 | 0 |
| 506 | 34 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 26 | 3 | 3 | 2 | 5100.000 | 1786 | 1.060 | 2375 | 63 | 0.575 | 0.350 | 0 | 0 |
| 507 | 56 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 39 | 3 | 1 | 2 | 3955.000 | 2517 | 0.484 | 1238 | 25 | 1.083 | 0.636 | 0 | 0 |
| 508 | 62 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 1 | 3140.000 | 1985 | 1.346 | 1626 | 41 | 0.864 | 0.632 | 0 | 0 |
| 509 | 45 | F | 3 | Uneducated | Single | abc | Blue | 36 | 3 | 3 | 3 | 4028.000 | 710 | 0.731 | 791 | 22 | 0.833 | 0.176 | 1 | 1 |
| 510 | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 2264.000 | 0 | 0.479 | 1204 | 28 | 0.333 | 0.000 | 0 | 0 |
| 511 | 49 | M | 3 | NaN | NaN | $120K + | Blue | 44 | 5 | 2 | 2 | 21620.000 | 2008 | 0.691 | 1300 | 33 | 0.500 | 0.093 | 0 | 0 |
| 512 | 58 | M | 2 | High School | Single | $60K - $80K | Blue | 45 | 3 | 2 | 0 | 6385.000 | 1535 | 1.138 | 1612 | 47 | 0.880 | 0.240 | 0 | 0 |
| 513 | 41 | F | 4 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 2 | 3 | 2375.000 | 1658 | 0.638 | 1071 | 28 | 1.000 | 0.698 | 0 | 1 |
| 514 | 33 | M | 2 | Graduate | Married | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 1963.000 | 1721 | 0.680 | 1378 | 37 | 0.762 | 0.877 | 0 | 0 |
| 515 | 47 | F | 4 | College | Single | Less than $40K | Blue | 37 | 6 | 2 | 2 | 4256.000 | 1084 | 0.630 | 1100 | 29 | 0.381 | 0.255 | 0 | 1 |
| 516 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 49 | 5 | 1 | 0 | 5097.000 | 1152 | 0.940 | 2052 | 45 | 0.607 | 0.226 | 0 | 0 |
| 517 | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 45 | 3 | 2 | 3 | 3228.000 | 2517 | 0.949 | 1349 | 33 | 1.357 | 0.780 | 0 | 0 |
| 518 | 49 | M | 1 | Graduate | NaN | $40K - $60K | Silver | 41 | 6 | 1 | 3 | 20231.000 | 977 | 0.893 | 1215 | 36 | 0.714 | 0.048 | 0 | 0 |
| 519 | 50 | M | 1 | NaN | Single | $120K + | Blue | 39 | 3 | 2 | 3 | 27512.000 | 2137 | 1.048 | 1149 | 25 | 0.562 | 0.078 | 1 | 1 |
| 520 | 55 | F | 3 | NaN | Married | $40K - $60K | Blue | 47 | 5 | 2 | 0 | 1929.000 | 1540 | 1.142 | 2354 | 50 | 0.786 | 0.798 | 0 | 0 |
| 521 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 6 | 3 | 2 | 2585.000 | 2019 | 0.525 | 2644 | 40 | 0.481 | 0.781 | 0 | 0 |
| 522 | 58 | M | 1 | College | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 12151.000 | 1799 | 1.022 | 918 | 14 | 0.556 | 0.148 | 1 | 1 |
| 523 | 46 | M | 3 | High School | Single | $80K - $120K | Gold | 42 | 3 | 2 | 2 | 34516.000 | 2113 | 0.618 | 1362 | 31 | 1.214 | 0.061 | 0 | 0 |
| 524 | 48 | M | 4 | High School | Married | $120K + | Blue | 31 | 6 | 3 | 1 | 34516.000 | 1013 | 0.575 | 1222 | 37 | 0.850 | 0.029 | 0 | 0 |
| 525 | 42 | M | 4 | Uneducated | Divorced | $60K - $80K | Blue | 32 | 4 | 1 | 2 | 5504.000 | 0 | 0.620 | 1364 | 32 | 0.684 | 0.000 | 0 | 0 |
| 526 | 37 | M | 4 | Graduate | Married | $80K - $120K | Blue | 28 | 4 | 1 | 2 | 10021.000 | 1203 | 0.930 | 1463 | 40 | 1.000 | 0.120 | 0 | 0 |
| 527 | 63 | F | 0 | NaN | Married | Less than $40K | Blue | 49 | 5 | 3 | 0 | 3558.000 | 2318 | 1.265 | 1631 | 31 | 0.824 | 0.651 | 0 | 0 |
| 528 | 50 | M | 3 | High School | Single | $40K - $60K | Silver | 44 | 4 | 3 | 4 | 19853.000 | 1513 | 0.802 | 1878 | 55 | 0.410 | 0.076 | 0 | 0 |
| 529 | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 2 | 4969.000 | 838 | 0.591 | 1489 | 32 | 0.455 | 0.169 | 0 | 0 |
| 530 | 48 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 2 | 3 | 3117.000 | 1603 | 1.167 | 1437 | 37 | 0.609 | 0.514 | 0 | 0 |
| 531 | 46 | M | 2 | College | Single | $80K - $120K | Blue | 41 | 4 | 2 | 0 | 21526.000 | 2332 | 0.755 | 1313 | 37 | 0.609 | 0.108 | 0 | 0 |
| 532 | 61 | M | 0 | High School | Single | $60K - $80K | Blue | 51 | 4 | 2 | 2 | 5504.000 | 1412 | 0.722 | 1290 | 38 | 0.462 | 0.257 | 0 | 0 |
| 533 | 59 | F | 0 | NaN | Married | Less than $40K | Blue | 53 | 4 | 3 | 2 | 5512.000 | 1124 | 1.391 | 1975 | 49 | 1.579 | 0.204 | 0 | 0 |
| 534 | 53 | F | 2 | Doctorate | Married | abc | Blue | 39 | 1 | 2 | 3 | 1438.300 | 0 | 0.644 | 807 | 22 | 0.692 | 0.000 | 1 | 1 |
| 535 | 39 | F | 3 | Doctorate | NaN | $40K - $60K | Blue | 28 | 5 | 3 | 0 | 7262.000 | 1466 | 0.512 | 1438 | 28 | 0.556 | 0.202 | 0 | 0 |
| 536 | 51 | M | 3 | High School | Married | $120K + | Blue | 40 | 6 | 3 | 2 | 7319.000 | 1692 | 0.701 | 1233 | 29 | 0.611 | 0.231 | 0 | 0 |
| 537 | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 5 | 3 | 1438.300 | 0 | 0.676 | 709 | 27 | 0.421 | 0.000 | 1 | 1 |
| 538 | 48 | M | 4 | NaN | Single | $60K - $80K | Blue | 30 | 4 | 3 | 3 | 7712.000 | 1387 | 0.861 | 1597 | 39 | 0.560 | 0.180 | 0 | 0 |
| 539 | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 6 | 3 | 0 | 2053.000 | 0 | 0.865 | 1283 | 28 | 1.154 | 0.000 | 0 | 0 |
| 540 | 41 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 3 | 1 | 3 | 12804.000 | 2517 | 0.892 | 1101 | 37 | 0.276 | 0.197 | 0 | 1 |
| 541 | 48 | M | 4 | College | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 26443.000 | 1601 | 0.493 | 1593 | 36 | 0.333 | 0.061 | 0 | 1 |
| 542 | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 0 | 3125.000 | 1928 | 0.412 | 1631 | 46 | 0.533 | 0.617 | 0 | 0 |
| 543 | 56 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 6 | 1 | 2 | 4930.000 | 2259 | 1.134 | 2194 | 53 | 0.606 | 0.458 | 0 | 0 |
| 544 | 39 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 9476.000 | 0 | 0.605 | 1128 | 27 | 0.929 | 0.000 | 0 | 1 |
| 545 | 47 | M | 1 | Graduate | Married | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 11722.000 | 1667 | 0.566 | 1497 | 35 | 0.250 | 0.142 | 0 | 0 |
| 546 | 44 | M | 2 | Graduate | Single | $120K + | Blue | 33 | 4 | 1 | 3 | 13301.000 | 0 | 1.058 | 1385 | 50 | 0.515 | 0.000 | 0 | 1 |
| 547 | 61 | F | 1 | NaN | Married | abc | Blue | 47 | 4 | 2 | 3 | 1438.300 | 0 | 1.337 | 1449 | 27 | 1.455 | 0.000 | 0 | 0 |
| 548 | 43 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 1438.300 | 0 | 1.004 | 974 | 28 | 0.273 | 0.000 | 1 | 1 |
| 549 | 59 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 6705.000 | 0 | 0.749 | 731 | 18 | 0.500 | 0.000 | 1 | 1 |
| 550 | 42 | F | 2 | Uneducated | Married | abc | Blue | 31 | 4 | 2 | 0 | 22718.000 | 0 | 0.791 | 1191 | 37 | 1.176 | 0.000 | 0 | 0 |
| 551 | 40 | M | 4 | NaN | Divorced | $40K - $60K | Gold | 28 | 4 | 2 | 2 | 23981.000 | 1788 | 0.631 | 1421 | 34 | 0.308 | 0.075 | 0 | 0 |
| 552 | 65 | M | 2 | NaN | Married | Less than $40K | Blue | 56 | 4 | 2 | 4 | 2318.000 | 1010 | 0.810 | 1256 | 35 | 0.591 | 0.436 | 0 | 0 |
| 553 | 48 | M | 1 | College | Married | $60K - $80K | Blue | 29 | 4 | 3 | 2 | 19324.000 | 1040 | 0.904 | 1744 | 50 | 0.852 | 0.054 | 0 | 0 |
| 554 | 44 | M | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 5331.000 | 1993 | 0.777 | 1766 | 39 | 0.625 | 0.374 | 0 | 0 |
| 555 | 36 | F | 4 | NaN | Married | abc | Blue | 31 | 5 | 2 | 0 | 15700.000 | 1276 | 1.389 | 2229 | 48 | 0.778 | 0.081 | 0 | 0 |
| 556 | 45 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 6 | 2 | 2 | 17625.000 | 894 | 1.285 | 1773 | 39 | 1.053 | 0.051 | 0 | 0 |
| 557 | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 2 | 17438.000 | 0 | 1.078 | 1860 | 37 | 0.850 | 0.000 | 0 | 0 |
| 558 | 40 | M | 4 | College | NaN | $80K - $120K | Blue | 25 | 3 | 3 | 1 | 1962.000 | 0 | 0.684 | 1179 | 27 | 0.688 | 0.000 | 0 | 1 |
| 559 | 62 | M | 0 | High School | Married | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 8077.000 | 0 | 0.749 | 906 | 16 | 0.333 | 0.000 | 1 | 1 |
| 560 | 26 | M | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 6 | 1 | 2 | 3290.000 | 1616 | 0.466 | 2781 | 54 | 0.350 | 0.491 | 0 | 0 |
| 561 | 60 | M | 0 | Uneducated | Single | Less than $40K | Blue | 53 | 5 | 3 | 2 | 2402.000 | 1728 | 0.652 | 1650 | 53 | 0.606 | 0.719 | 0 | 0 |
| 562 | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 42 | 6 | 1 | 0 | 9256.000 | 1999 | 0.812 | 1446 | 37 | 0.762 | 0.216 | 0 | 0 |
| 563 | 62 | M | 0 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 3674.000 | 895 | 0.658 | 1703 | 48 | 0.371 | 0.244 | 0 | 0 |
| 564 | 57 | M | 2 | College | Married | $40K - $60K | Blue | 50 | 2 | 5 | 3 | 6462.000 | 0 | 0.856 | 761 | 17 | 0.214 | 0.000 | 1 | 1 |
| 565 | 59 | M | 0 | Graduate | Single | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 1638.000 | 0 | 0.533 | 1536 | 44 | 0.630 | 0.000 | 0 | 1 |
| 566 | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 38 | 3 | 3 | 2 | 4335.000 | 2480 | 0.543 | 1373 | 36 | 1.118 | 0.572 | 0 | 0 |
| 567 | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 3233.000 | 1034 | 0.759 | 1256 | 29 | 0.706 | 0.320 | 0 | 0 |
| 568 | 48 | M | 4 | NaN | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 11862.000 | 2517 | 0.766 | 643 | 16 | 0.231 | 0.212 | 1 | 1 |
| 569 | 43 | M | 2 | Uneducated | Divorced | $120K + | Silver | 24 | 4 | 2 | 0 | 34516.000 | 1938 | 0.426 | 1215 | 45 | 0.406 | 0.056 | 0 | 0 |
| 570 | 57 | M | 4 | Uneducated | Married | $120K + | Blue | 38 | 6 | 6 | 2 | 19802.000 | 1961 | 1.125 | 2244 | 58 | 0.706 | 0.099 | 0 | 0 |
| 571 | 46 | M | 3 | College | NaN | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 24869.000 | 1729 | 0.408 | 1409 | 36 | 0.500 | 0.070 | 0 | 0 |
| 572 | 40 | M | 3 | High School | NaN | $60K - $80K | Blue | 36 | 4 | 2 | 1 | 3624.000 | 1975 | 0.708 | 1469 | 23 | 1.091 | 0.545 | 0 | 0 |
| 573 | 54 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 6175.000 | 960 | 0.709 | 1847 | 59 | 0.405 | 0.155 | 0 | 0 |
| 574 | 57 | F | 1 | Graduate | Single | $40K - $60K | Blue | 48 | 5 | 1 | 0 | 10953.000 | 1945 | 0.886 | 1277 | 29 | 0.526 | 0.178 | 0 | 0 |
| 575 | 44 | M | 4 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 2 | 3 | 11338.000 | 0 | 0.695 | 1227 | 24 | 0.500 | 0.000 | 0 | 1 |
| 576 | 47 | F | 2 | Doctorate | Married | Less than $40K | Blue | 35 | 3 | 2 | 2 | 5544.000 | 1184 | 0.850 | 1336 | 38 | 0.652 | 0.214 | 0 | 0 |
| 577 | 47 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 1 | 19665.000 | 706 | 1.317 | 1110 | 58 | 0.349 | 0.036 | 0 | 0 |
| 578 | 50 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2927.000 | 1412 | 0.763 | 1474 | 26 | 0.857 | 0.482 | 0 | 0 |
| 579 | 53 | F | 3 | College | Married | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 5146.000 | 1618 | 1.073 | 1955 | 44 | 0.760 | 0.314 | 0 | 0 |
| 580 | 56 | M | 1 | College | Married | $60K - $80K | Blue | 44 | 5 | 3 | 3 | 1704.000 | 0 | 0.701 | 660 | 17 | 0.308 | 0.000 | 1 | 1 |
| 581 | 55 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 2 | 2 | 3 | 1438.300 | 0 | 1.037 | 888 | 18 | 1.250 | 0.000 | 1 | 1 |
| 582 | 53 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2974.000 | 1170 | 1.297 | 1785 | 45 | 1.143 | 0.393 | 0 | 0 |
| 583 | 61 | M | 1 | NaN | Married | $40K - $60K | Blue | 49 | 1 | 2 | 2 | 5472.000 | 788 | 0.526 | 705 | 14 | 0.273 | 0.144 | 1 | 1 |
| 584 | 57 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 3 | 1 | 2 | 2736.000 | 1822 | 0.593 | 1211 | 25 | 0.923 | 0.666 | 0 | 0 |
| 585 | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 6 | 2 | 1 | 1438.300 | 862 | 0.650 | 1391 | 40 | 0.212 | 0.599 | 0 | 0 |
| 586 | 56 | F | 2 | NaN | Married | abc | Blue | 45 | 4 | 3 | 0 | 5406.000 | 1782 | 0.976 | 1407 | 29 | 0.812 | 0.330 | 0 | 0 |
| 587 | 52 | M | 2 | Graduate | Single | $120K + | Blue | 44 | 5 | 1 | 1 | 34516.000 | 2174 | 0.426 | 1616 | 50 | 0.515 | 0.063 | 0 | 0 |
| 588 | 60 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1976.000 | 1311 | 0.995 | 1498 | 43 | 0.536 | 0.663 | 0 | 0 |
| 589 | 49 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 40 | 3 | 1 | 1 | 8714.000 | 2252 | 0.831 | 1536 | 38 | 0.652 | 0.258 | 0 | 0 |
| 590 | 46 | F | 4 | Doctorate | Divorced | Less than $40K | Blue | 41 | 4 | 1 | 1 | 8693.000 | 1378 | 0.799 | 1594 | 45 | 0.452 | 0.159 | 0 | 0 |
| 591 | 42 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 9247.000 | 710 | 0.735 | 1190 | 30 | 0.500 | 0.077 | 0 | 0 |
| 592 | 45 | M | 3 | High School | Married | Less than $40K | Blue | 33 | 6 | 5 | 0 | 7717.000 | 1430 | 0.822 | 1248 | 37 | 0.850 | 0.185 | 0 | 0 |
| 593 | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 4 | 3 | 4908.000 | 0 | 0.993 | 827 | 21 | 0.750 | 0.000 | 1 | 1 |
| 594 | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 38 | 6 | 1 | 3 | 7222.000 | 0 | 0.685 | 920 | 18 | 0.500 | 0.000 | 1 | 1 |
| 595 | 61 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 48 | 6 | 2 | 2 | 21740.000 | 0 | 0.676 | 1755 | 54 | 0.543 | 0.000 | 0 | 1 |
| 596 | 55 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 44 | 3 | 2 | 2 | 2323.000 | 0 | 0.737 | 804 | 15 | 0.500 | 0.000 | 1 | 1 |
| 597 | 44 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 29 | 4 | 2 | 2 | 7788.000 | 0 | 0.296 | 1196 | 30 | 0.429 | 0.000 | 0 | 1 |
| 598 | 55 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1438.300 | 361 | 0.963 | 850 | 22 | 0.692 | 0.251 | 1 | 1 |
| 599 | 57 | M | 2 | NaN | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 23700.000 | 1314 | 1.487 | 1644 | 28 | 0.647 | 0.055 | 0 | 0 |
| 600 | 45 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 40 | 6 | 3 | 1 | 11710.000 | 693 | 0.914 | 1749 | 50 | 0.429 | 0.059 | 0 | 0 |
| 601 | 57 | F | 0 | High School | Married | $40K - $60K | Blue | 45 | 3 | 2 | 2 | 2278.000 | 845 | 1.328 | 2307 | 45 | 0.800 | 0.371 | 0 | 0 |
| 602 | 31 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 22 | 3 | 3 | 0 | 4048.000 | 1113 | 0.717 | 1757 | 45 | 0.607 | 0.275 | 0 | 0 |
| 603 | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 6 | 2 | 2 | 3663.000 | 1853 | 0.963 | 1826 | 35 | 1.059 | 0.506 | 0 | 0 |
| 604 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1438.300 | 0 | 0.672 | 799 | 17 | 0.214 | 0.000 | 1 | 1 |
| 605 | 35 | F | 1 | College | Single | abc | Blue | 28 | 4 | 5 | 2 | 3518.000 | 1575 | 0.625 | 2121 | 60 | 0.579 | 0.448 | 0 | 0 |
| 606 | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 0 | 1717.000 | 0 | 0.619 | 1468 | 29 | 0.381 | 0.000 | 0 | 0 |
| 607 | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 45 | 3 | 2 | 2 | 16813.000 | 1185 | 0.552 | 1482 | 46 | 0.643 | 0.070 | 0 | 0 |
| 608 | 33 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 25 | 4 | 2 | 3 | 16434.000 | 2104 | 0.955 | 1726 | 37 | 0.850 | 0.128 | 0 | 0 |
| 609 | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 45 | 4 | 2 | 3 | 21872.000 | 1118 | 0.658 | 1806 | 31 | 0.409 | 0.051 | 0 | 0 |
| 610 | 51 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 0 | 15897.000 | 1437 | 0.584 | 1405 | 43 | 0.387 | 0.090 | 0 | 0 |
| 611 | 56 | F | 4 | NaN | Married | Less than $40K | Blue | 46 | 5 | 3 | 2 | 4271.000 | 1150 | 1.064 | 2052 | 50 | 0.724 | 0.269 | 0 | 0 |
| 612 | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 29 | 6 | 1 | 2 | 7361.000 | 1309 | 0.504 | 1175 | 34 | 0.700 | 0.178 | 0 | 0 |
| 613 | 26 | M | 0 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1438.300 | 479 | 0.553 | 1786 | 37 | 0.370 | 0.333 | 0 | 1 |
| 614 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 8628.000 | 1077 | 0.872 | 1675 | 58 | 0.415 | 0.125 | 0 | 0 |
| 615 | 54 | M | 2 | College | Married | $80K - $120K | Blue | 44 | 4 | 3 | 3 | 18750.000 | 1705 | 0.807 | 1200 | 36 | 0.895 | 0.091 | 0 | 0 |
| 616 | 44 | F | 3 | Graduate | Married | abc | Blue | 36 | 4 | 2 | 3 | 21242.000 | 819 | 0.499 | 1283 | 37 | 0.542 | 0.039 | 0 | 0 |
| 617 | 65 | F | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 5 | 3 | 0 | 2961.000 | 1570 | 0.908 | 1937 | 57 | 0.781 | 0.530 | 0 | 0 |
| 618 | 38 | F | 3 | High School | Married | abc | Blue | 29 | 4 | 2 | 2 | 11327.000 | 1528 | 1.142 | 2033 | 38 | 0.727 | 0.135 | 0 | 0 |
| 619 | 58 | M | 3 | High School | Married | $60K - $80K | Blue | 40 | 6 | 1 | 3 | 8308.000 | 2517 | 1.455 | 1915 | 37 | 1.056 | 0.303 | 0 | 0 |
| 620 | 39 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 4 | 2 | 2 | 3249.000 | 2217 | 1.060 | 1988 | 36 | 0.895 | 0.682 | 0 | 0 |
| 621 | 52 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 1 | 2 | 2981.000 | 1358 | 1.242 | 1648 | 30 | 1.500 | 0.456 | 0 | 0 |
| 622 | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 1 | 0 | 8829.000 | 901 | 0.825 | 1902 | 45 | 0.667 | 0.102 | 0 | 0 |
| 623 | 42 | M | 3 | NaN | Single | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 3714.000 | 2170 | 0.524 | 1454 | 35 | 0.522 | 0.584 | 0 | 0 |
| 624 | 42 | M | 2 | College | Married | $60K - $80K | Blue | 28 | 6 | 1 | 3 | 7340.000 | 0 | 0.650 | 838 | 24 | 0.412 | 0.000 | 1 | 1 |
| 625 | 57 | M | 4 | Post-Graduate | Married | $120K + | Blue | 51 | 4 | 2 | 3 | 16952.000 | 0 | 0.709 | 1918 | 61 | 0.649 | 0.000 | 0 | 1 |
| 626 | 55 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 35 | 4 | 1 | 3 | 20865.000 | 0 | 0.881 | 837 | 25 | 0.667 | 0.000 | 1 | 1 |
| 627 | 44 | F | 3 | College | NaN | Less than $40K | Blue | 25 | 6 | 3 | 2 | 3083.000 | 1040 | 0.729 | 4311 | 78 | 0.560 | 0.337 | 0 | 0 |
| 628 | 37 | F | 3 | Graduate | Married | abc | Blue | 24 | 3 | 2 | 2 | 10584.000 | 1550 | 0.692 | 1567 | 33 | 0.320 | 0.146 | 0 | 0 |
| 629 | 50 | F | 3 | NaN | Married | Less than $40K | Blue | 42 | 4 | 1 | 2 | 2240.000 | 0 | 0.668 | 1905 | 39 | 0.345 | 0.000 | 0 | 1 |
| 630 | 51 | M | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 5 | 1 | 2 | 12240.000 | 1566 | 0.539 | 1422 | 26 | 0.529 | 0.128 | 0 | 0 |
| 631 | 37 | M | 1 | Graduate | Married | $80K - $120K | Blue | 21 | 6 | 2 | 0 | 5120.000 | 0 | 0.867 | 1680 | 32 | 0.778 | 0.000 | 0 | 0 |
| 632 | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 1 | 3 | 3124.000 | 1593 | 0.869 | 1652 | 41 | 0.367 | 0.510 | 0 | 0 |
| 633 | 51 | F | 2 | High School | Married | Less than $40K | Silver | 36 | 5 | 3 | 0 | 11261.000 | 2485 | 0.736 | 1158 | 26 | 0.857 | 0.221 | 0 | 0 |
| 634 | 65 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 56 | 3 | 3 | 2 | 2468.000 | 2021 | 0.906 | 1797 | 46 | 0.586 | 0.819 | 0 | 0 |
| 635 | 43 | M | 2 | College | Married | $60K - $80K | Blue | 28 | 4 | 2 | 3 | 22157.000 | 1355 | 0.690 | 1911 | 55 | 0.571 | 0.061 | 0 | 0 |
| 636 | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 6 | 2 | 3 | 11477.000 | 0 | 0.767 | 1260 | 27 | 0.688 | 0.000 | 0 | 0 |
| 637 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 5 | 2 | 2 | 3933.000 | 852 | 0.433 | 1489 | 45 | 0.324 | 0.217 | 0 | 1 |
| 638 | 56 | M | 3 | Graduate | Married | $80K - $120K | Blue | 50 | 3 | 3 | 3 | 8022.000 | 1372 | 0.896 | 1794 | 31 | 1.385 | 0.171 | 0 | 0 |
| 639 | 43 | M | 3 | NaN | Single | $60K - $80K | Blue | 34 | 6 | 2 | 0 | 13771.000 | 2517 | 0.501 | 1510 | 42 | 0.750 | 0.183 | 0 | 0 |
| 640 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 48 | 3 | 3 | 3 | 30271.000 | 1406 | 1.336 | 3231 | 47 | 0.306 | 0.046 | 1 | 1 |
| 641 | 50 | M | 2 | High School | NaN | $60K - $80K | Blue | 41 | 6 | 2 | 2 | 3244.000 | 1762 | 0.661 | 1274 | 32 | 1.000 | 0.543 | 0 | 0 |
| 642 | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 2936.000 | 2379 | 0.694 | 1572 | 57 | 0.676 | 0.810 | 0 | 0 |
| 643 | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 1438.300 | 1133 | 0.759 | 1935 | 41 | 0.708 | 0.788 | 0 | 0 |
| 644 | 33 | M | 2 | NaN | Married | $60K - $80K | Blue | 25 | 6 | 3 | 3 | 6242.000 | 491 | 1.054 | 2187 | 59 | 0.405 | 0.079 | 0 | 0 |
| 645 | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 6175.000 | 1166 | 0.803 | 1417 | 25 | 0.250 | 0.189 | 0 | 0 |
| 646 | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 3 | 2 | 11806.000 | 1811 | 0.754 | 1465 | 31 | 0.476 | 0.153 | 0 | 0 |
| 647 | 48 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 39 | 5 | 2 | 2 | 4734.000 | 954 | 0.600 | 1570 | 45 | 0.452 | 0.202 | 0 | 0 |
| 648 | 55 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 0 | 6244.000 | 2517 | 0.607 | 1445 | 40 | 0.290 | 0.403 | 0 | 0 |
| 649 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 3 | 1 | 3 | 1438.300 | 306 | 1.035 | 694 | 15 | 0.364 | 0.213 | 1 | 1 |
| 650 | 51 | F | 3 | Post-Graduate | Divorced | abc | Platinum | 34 | 3 | 1 | 2 | 34516.000 | 1578 | 0.725 | 1929 | 40 | 0.481 | 0.046 | 0 | 0 |
| 651 | 35 | M | 3 | Graduate | Single | $80K - $120K | Blue | 24 | 4 | 1 | 2 | 23561.000 | 864 | 1.373 | 2447 | 64 | 1.000 | 0.037 | 0 | 0 |
| 652 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 24742.000 | 1676 | 0.566 | 1306 | 31 | 0.550 | 0.068 | 0 | 0 |
| 653 | 55 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 27560.000 | 900 | 1.031 | 646 | 10 | 0.250 | 0.033 | 1 | 1 |
| 654 | 45 | F | 0 | College | Divorced | Less than $40K | Blue | 35 | 6 | 1 | 3 | 5923.000 | 1686 | 0.702 | 1236 | 35 | 0.591 | 0.285 | 0 | 0 |
| 655 | 34 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 8581.000 | 2326 | 1.226 | 2513 | 63 | 0.615 | 0.271 | 0 | 0 |
| 656 | 55 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 3156.000 | 2517 | 1.516 | 2091 | 48 | 0.778 | 0.798 | 0 | 0 |
| 657 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 7151.000 | 800 | 0.986 | 854 | 22 | 0.375 | 0.112 | 1 | 1 |
| 658 | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 35 | 5 | 1 | 2 | 1535.000 | 700 | 2.282 | 1848 | 25 | 1.083 | 0.456 | 0 | 0 |
| 659 | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 3 | 3 | 3 | 2122.000 | 554 | 0.857 | 949 | 17 | 0.133 | 0.261 | 1 | 1 |
| 660 | 48 | M | 1 | Uneducated | NaN | $60K - $80K | Blue | 35 | 3 | 2 | 2 | 17131.000 | 1213 | 0.604 | 1371 | 37 | 0.423 | 0.071 | 0 | 0 |
| 661 | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 6 | 2 | 2 | 5822.000 | 2387 | 0.760 | 1804 | 49 | 0.750 | 0.410 | 0 | 0 |
| 662 | 39 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 29 | 3 | 1 | 3 | 3537.000 | 2517 | 1.021 | 1605 | 43 | 0.344 | 0.712 | 0 | 0 |
| 663 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 33 | 3 | 1 | 3 | 34516.000 | 2129 | 0.587 | 1463 | 38 | 0.583 | 0.062 | 0 | 0 |
| 664 | 53 | M | 3 | Graduate | Single | $60K - $80K | Blue | 47 | 6 | 4 | 3 | 16320.000 | 0 | 0.757 | 1279 | 41 | 0.708 | 0.000 | 0 | 1 |
| 665 | 38 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 2407.000 | 843 | 1.008 | 1470 | 28 | 0.400 | 0.350 | 0 | 0 |
| 666 | 49 | F | 2 | High School | Single | Less than $40K | Blue | 43 | 4 | 1 | 2 | 3538.000 | 0 | 0.481 | 1265 | 38 | 0.462 | 0.000 | 0 | 1 |
| 667 | 37 | F | 0 | NaN | Married | Less than $40K | Blue | 31 | 5 | 2 | 2 | 2684.000 | 1381 | 0.794 | 2002 | 60 | 0.429 | 0.515 | 0 | 0 |
| 668 | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 34516.000 | 2517 | 0.741 | 1475 | 33 | 0.833 | 0.073 | 0 | 0 |
| 669 | 46 | M | 2 | Post-Graduate | Single | $40K - $60K | Silver | 40 | 4 | 2 | 2 | 15459.000 | 0 | 0.789 | 1419 | 30 | 0.667 | 0.000 | 0 | 0 |
| 670 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 4307.000 | 0 | 0.745 | 1628 | 37 | 0.542 | 0.000 | 0 | 1 |
| 671 | 50 | F | 1 | NaN | Single | Less than $40K | Blue | 46 | 4 | 2 | 3 | 2081.000 | 1235 | 1.485 | 1337 | 29 | 1.071 | 0.593 | 0 | 0 |
| 672 | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 47 | 3 | 2 | 2 | 2848.000 | 1468 | 0.517 | 1135 | 27 | 0.421 | 0.515 | 0 | 0 |
| 673 | 55 | M | 3 | High School | Single | $120K + | Blue | 51 | 3 | 1 | 3 | 34516.000 | 1266 | 0.846 | 1161 | 26 | 0.368 | 0.037 | 0 | 0 |
| 674 | 44 | M | 3 | College | NaN | $80K - $120K | Blue | 35 | 6 | 1 | 2 | 6361.000 | 1292 | 1.027 | 1571 | 38 | 0.520 | 0.203 | 0 | 0 |
| 675 | 57 | M | 4 | High School | Married | $80K - $120K | Blue | 38 | 4 | 1 | 3 | 15428.000 | 1553 | 0.747 | 1916 | 40 | 0.538 | 0.101 | 0 | 0 |
| 676 | 57 | M | 1 | High School | Married | $40K - $60K | Blue | 48 | 5 | 1 | 3 | 2544.000 | 1927 | 0.939 | 1346 | 30 | 0.364 | 0.757 | 0 | 0 |
| 677 | 48 | M | 3 | High School | Married | $80K - $120K | Blue | 42 | 1 | 1 | 3 | 9959.000 | 0 | 0.688 | 805 | 24 | 0.143 | 0.000 | 1 | 1 |
| 678 | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 39 | 3 | 3 | 2 | 8796.000 | 2517 | 0.492 | 1195 | 18 | 0.800 | 0.286 | 0 | 0 |
| 679 | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 48 | 6 | 1 | 3 | 3428.000 | 1566 | 0.557 | 1155 | 34 | 0.545 | 0.457 | 0 | 0 |
| 680 | 45 | F | 1 | Doctorate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1438.300 | 0 | 0.597 | 1431 | 34 | 0.545 | 0.000 | 0 | 1 |
| 681 | 41 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 18001.000 | 906 | 0.620 | 1194 | 25 | 0.471 | 0.050 | 0 | 0 |
| 682 | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 3 | 1 | 3 | 2680.000 | 1753 | 0.320 | 1154 | 33 | 0.571 | 0.654 | 0 | 0 |
| 683 | 46 | F | 2 | High School | Married | Less than $40K | Blue | 35 | 6 | 4 | 3 | 4675.000 | 1734 | 0.413 | 1232 | 34 | 0.545 | 0.371 | 0 | 0 |
| 684 | 40 | F | 5 | College | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 2448.000 | 1693 | 0.502 | 1269 | 30 | 0.875 | 0.692 | 0 | 0 |
| 685 | 33 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 28 | 3 | 3 | 3 | 4049.000 | 0 | 0.898 | 1742 | 35 | 1.500 | 0.000 | 0 | 0 |
| 686 | 53 | M | 1 | High School | Single | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 8154.000 | 996 | 0.594 | 1379 | 26 | 1.000 | 0.122 | 0 | 0 |
| 687 | 63 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 4559.000 | 1571 | 1.441 | 1870 | 35 | 0.842 | 0.345 | 0 | 0 |
| 688 | 61 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 19354.000 | 984 | 0.956 | 1207 | 32 | 0.684 | 0.051 | 0 | 0 |
| 689 | 56 | M | 4 | High School | Married | $60K - $80K | Blue | 46 | 3 | 3 | 3 | 2340.000 | 1930 | 0.987 | 781 | 15 | 0.364 | 0.825 | 1 | 1 |
| 690 | 53 | M | 2 | Graduate | Single | $60K - $80K | Blue | 47 | 6 | 3 | 0 | 13848.000 | 1389 | 1.178 | 1773 | 38 | 0.407 | 0.100 | 0 | 0 |
| 691 | 62 | F | 2 | Graduate | Married | Less than $40K | Blue | 52 | 4 | 2 | 2 | 2490.000 | 513 | 0.678 | 864 | 20 | 0.333 | 0.206 | 1 | 1 |
| 692 | 50 | F | 4 | NaN | Married | abc | Silver | 36 | 6 | 1 | 2 | 32156.000 | 1791 | 0.906 | 1559 | 39 | 1.167 | 0.056 | 0 | 0 |
| 693 | 37 | M | 4 | Graduate | Married | $60K - $80K | Blue | 30 | 5 | 3 | 2 | 2578.000 | 2517 | 0.896 | 1830 | 64 | 0.524 | 0.976 | 0 | 0 |
| 694 | 62 | F | 0 | Graduate | Married | abc | Blue | 52 | 6 | 3 | 2 | 9050.000 | 1538 | 0.770 | 1542 | 43 | 0.654 | 0.170 | 0 | 0 |
| 695 | 49 | M | 3 | Uneducated | Single | $80K - $120K | Silver | 41 | 4 | 1 | 2 | 34516.000 | 0 | 0.499 | 1506 | 47 | 0.516 | 0.000 | 0 | 1 |
| 696 | 57 | F | 3 | High School | Married | abc | Blue | 51 | 6 | 1 | 0 | 8362.000 | 0 | 0.528 | 1175 | 41 | 0.464 | 0.000 | 0 | 1 |
| 697 | 55 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 6514.000 | 2258 | 0.785 | 1383 | 20 | 1.857 | 0.347 | 0 | 0 |
| 698 | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 3 | 3 | 4 | 4051.000 | 1183 | 0.794 | 1837 | 57 | 0.629 | 0.292 | 0 | 0 |
| 699 | 48 | M | 3 | College | Married | $60K - $80K | Blue | 37 | 3 | 3 | 2 | 11959.000 | 1665 | 0.675 | 1191 | 40 | 0.481 | 0.139 | 0 | 0 |
| 700 | 60 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 48 | 3 | 2 | 2 | 2070.000 | 0 | 0.708 | 1793 | 53 | 0.963 | 0.000 | 0 | 1 |
| 701 | 46 | M | 1 | NaN | Single | $120K + | Blue | 32 | 5 | 2 | 1 | 11840.000 | 1295 | 0.840 | 1560 | 49 | 0.400 | 0.109 | 0 | 0 |
| 702 | 47 | M | 2 | College | Married | $120K + | Blue | 35 | 4 | 3 | 2 | 3636.000 | 1010 | 0.596 | 1564 | 59 | 0.686 | 0.278 | 0 | 0 |
| 703 | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 11067.000 | 2517 | 1.048 | 1843 | 38 | 1.235 | 0.227 | 0 | 0 |
| 704 | 53 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 3 | 11262.000 | 1435 | 0.735 | 2165 | 61 | 0.649 | 0.127 | 0 | 0 |
| 705 | 56 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 1 | 0 | 5108.000 | 1656 | 0.711 | 1631 | 41 | 0.323 | 0.324 | 0 | 0 |
| 706 | 56 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 2072.000 | 1543 | 0.486 | 1265 | 32 | 0.391 | 0.745 | 0 | 0 |
| 707 | 41 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 24 | 4 | 3 | 3 | 4119.000 | 1656 | 0.561 | 1455 | 35 | 0.667 | 0.402 | 0 | 0 |
| 708 | 60 | F | 1 | Graduate | Married | $40K - $60K | Blue | 42 | 5 | 3 | 3 | 5903.000 | 1335 | 0.914 | 1137 | 27 | 0.929 | 0.226 | 0 | 0 |
| 709 | 40 | M | 5 | Graduate | NaN | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 7860.000 | 541 | 0.764 | 1367 | 35 | 0.750 | 0.069 | 0 | 0 |
| 710 | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 5918.000 | 842 | 0.560 | 1292 | 26 | 0.733 | 0.142 | 0 | 0 |
| 711 | 46 | M | 4 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 6741.000 | 1745 | 0.559 | 1682 | 46 | 0.438 | 0.259 | 0 | 0 |
| 712 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 3880.000 | 1542 | 1.015 | 1598 | 39 | 0.500 | 0.397 | 0 | 0 |
| 713 | 57 | F | 2 | NaN | Married | Less than $40K | Blue | 45 | 4 | 2 | 0 | 2494.000 | 1639 | 0.858 | 1555 | 39 | 0.625 | 0.657 | 0 | 0 |
| 714 | 38 | M | 1 | High School | Married | $80K - $120K | Blue | 23 | 4 | 3 | 2 | 22149.000 | 987 | 1.633 | 2409 | 36 | 0.800 | 0.045 | 0 | 0 |
| 715 | 50 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 34516.000 | 1542 | 0.869 | 1770 | 65 | 0.585 | 0.045 | 0 | 0 |
| 716 | 62 | M | 0 | Graduate | Married | $60K - $80K | Blue | 51 | 3 | 2 | 0 | 5450.000 | 967 | 0.701 | 1526 | 45 | 0.800 | 0.177 | 0 | 0 |
| 717 | 43 | M | 3 | NaN | Married | $40K - $60K | Blue | 35 | 2 | 2 | 3 | 1438.300 | 0 | 0.694 | 891 | 28 | 0.400 | 0.000 | 1 | 1 |
| 718 | 44 | F | 5 | NaN | Single | Less than $40K | Blue | 24 | 4 | 3 | 3 | 2003.000 | 1224 | 0.646 | 1756 | 42 | 0.355 | 0.611 | 0 | 1 |
| 719 | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 32 | 6 | 3 | 2 | 7723.000 | 1902 | 1.181 | 1241 | 22 | 1.000 | 0.246 | 0 | 0 |
| 720 | 38 | M | 2 | College | Married | $80K - $120K | Blue | 23 | 4 | 1 | 1 | 18226.000 | 1847 | 0.845 | 1681 | 43 | 0.870 | 0.101 | 0 | 0 |
| 721 | 44 | F | 4 | College | Married | Less than $40K | Blue | 39 | 4 | 2 | 2 | 8128.000 | 1846 | 0.857 | 1224 | 32 | 0.778 | 0.227 | 0 | 0 |
| 722 | 43 | M | 3 | High School | Married | $80K - $120K | Blue | 32 | 6 | 2 | 3 | 5851.000 | 1660 | 0.786 | 1572 | 38 | 0.520 | 0.284 | 0 | 0 |
| 723 | 54 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 10260.000 | 942 | 1.042 | 1566 | 50 | 0.562 | 0.092 | 0 | 0 |
| 724 | 38 | F | 3 | NaN | Single | abc | Blue | 32 | 5 | 1 | 0 | 26945.000 | 727 | 0.687 | 1579 | 40 | 0.600 | 0.027 | 0 | 0 |
| 725 | 55 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 2243.000 | 1418 | 0.390 | 1334 | 31 | 0.409 | 0.632 | 0 | 0 |
| 726 | 42 | M | 5 | NaN | NaN | $120K + | Blue | 36 | 4 | 1 | 2 | 34516.000 | 1839 | 0.690 | 1230 | 34 | 0.889 | 0.053 | 0 | 0 |
| 727 | 56 | M | 3 | NaN | Married | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 12248.000 | 0 | 0.894 | 767 | 25 | 0.562 | 0.000 | 1 | 1 |
| 728 | 59 | F | 1 | NaN | Married | abc | Blue | 50 | 3 | 2 | 3 | 1438.300 | 0 | 0.570 | 724 | 16 | 0.231 | 0.000 | 1 | 1 |
| 729 | 46 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 19843.000 | 1178 | 0.909 | 1638 | 49 | 0.633 | 0.059 | 0 | 0 |
| 730 | 55 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2163.000 | 0 | 0.816 | 1349 | 47 | 0.880 | 0.000 | 0 | 0 |
| 731 | 52 | M | 1 | Doctorate | Married | $120K + | Blue | 41 | 4 | 2 | 2 | 33864.000 | 989 | 1.219 | 1751 | 48 | 0.920 | 0.029 | 0 | 0 |
| 732 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 1 | 2 | 4531.000 | 1214 | 0.813 | 1414 | 40 | 0.333 | 0.268 | 0 | 0 |
| 733 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 2 | 3 | 2950.000 | 1705 | 0.605 | 1260 | 32 | 0.600 | 0.578 | 0 | 0 |
| 734 | 43 | F | 4 | College | Married | Less than $40K | Blue | 23 | 6 | 2 | 3 | 7706.000 | 392 | 0.764 | 965 | 27 | 0.421 | 0.051 | 1 | 1 |
| 735 | 47 | F | 1 | High School | NaN | abc | Blue | 36 | 5 | 1 | 0 | 25657.000 | 2216 | 0.856 | 1121 | 25 | 0.667 | 0.086 | 0 | 0 |
| 736 | 42 | F | 4 | NaN | Divorced | abc | Blue | 36 | 5 | 3 | 2 | 17536.000 | 1525 | 0.859 | 1411 | 28 | 0.474 | 0.087 | 0 | 0 |
| 737 | 39 | M | 1 | College | Single | $40K - $60K | Blue | 24 | 4 | 3 | 3 | 3770.000 | 1197 | 0.621 | 1602 | 49 | 0.441 | 0.318 | 0 | 0 |
| 738 | 50 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 45 | 5 | 2 | 2 | 10344.000 | 1274 | 0.445 | 1617 | 47 | 0.424 | 0.123 | 0 | 0 |
| 739 | 57 | M | 2 | Post-Graduate | Divorced | $120K + | Blue | 51 | 4 | 1 | 1 | 26437.000 | 1472 | 0.742 | 1244 | 36 | 0.500 | 0.056 | 0 | 0 |
| 740 | 41 | M | 4 | NaN | Married | Less than $40K | Blue | 30 | 4 | 6 | 1 | 2450.000 | 1967 | 0.589 | 1263 | 29 | 0.611 | 0.803 | 0 | 0 |
| 741 | 52 | F | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 3136.000 | 1864 | 0.693 | 1036 | 25 | 0.250 | 0.594 | 0 | 0 |
| 742 | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 6976.000 | 0 | 0.519 | 1217 | 39 | 1.438 | 0.000 | 0 | 0 |
| 743 | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 21134.000 | 1508 | 0.505 | 1556 | 35 | 0.842 | 0.071 | 0 | 0 |
| 744 | 58 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 53 | 6 | 2 | 3 | 2019.000 | 1380 | 1.158 | 2005 | 62 | 0.590 | 0.684 | 0 | 0 |
| 745 | 42 | M | 4 | College | Married | $80K - $120K | Blue | 34 | 3 | 2 | 3 | 34516.000 | 668 | 0.678 | 1698 | 67 | 0.763 | 0.019 | 0 | 0 |
| 746 | 55 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 5 | 3 | 3 | 9959.000 | 1890 | 1.043 | 2041 | 45 | 0.875 | 0.190 | 0 | 0 |
| 747 | 38 | M | 2 | NaN | Single | $80K - $120K | Blue | 28 | 4 | 3 | 2 | 20241.000 | 1203 | 0.660 | 1102 | 31 | 0.632 | 0.059 | 0 | 1 |
| 748 | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 3 | 1 | 2 | 2421.000 | 1747 | 0.691 | 1346 | 30 | 1.308 | 0.722 | 0 | 0 |
| 749 | 48 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 37 | 5 | 6 | 3 | 30948.000 | 2404 | 0.609 | 1511 | 35 | 0.207 | 0.078 | 0 | 0 |
| 750 | 32 | F | 1 | NaN | Married | Less than $40K | Blue | 22 | 3 | 3 | 2 | 2642.000 | 2035 | 1.119 | 1761 | 42 | 0.909 | 0.770 | 0 | 0 |
| 751 | 33 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 1 | 1 | 8070.000 | 2350 | 1.030 | 2117 | 61 | 0.649 | 0.291 | 0 | 0 |
| 752 | 58 | M | 2 | Graduate | Married | $40K - $60K | Blue | 48 | 2 | 3 | 3 | 4085.000 | 2238 | 0.568 | 596 | 15 | 0.500 | 0.548 | 1 | 1 |
| 753 | 26 | M | 0 | NaN | Single | $40K - $60K | Blue | 19 | 5 | 2 | 2 | 2187.000 | 1597 | 0.777 | 2560 | 46 | 0.314 | 0.730 | 0 | 0 |
| 754 | 46 | M | 0 | NaN | Married | $60K - $80K | Gold | 36 | 3 | 3 | 2 | 34516.000 | 1092 | 0.737 | 1409 | 39 | 0.345 | 0.032 | 0 | 0 |
| 755 | 39 | F | 1 | Graduate | Married | abc | Blue | 29 | 4 | 3 | 2 | 3358.000 | 1758 | 0.723 | 1759 | 33 | 0.737 | 0.524 | 0 | 0 |
| 756 | 36 | F | 1 | College | Single | $40K - $60K | Blue | 25 | 6 | 3 | 3 | 1888.000 | 0 | 0.928 | 1886 | 66 | 0.650 | 0.000 | 0 | 1 |
| 757 | 43 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 24 | 2 | 3 | 3 | 14447.000 | 0 | 0.856 | 915 | 29 | 2.222 | 0.000 | 1 | 1 |
| 758 | 45 | M | 2 | NaN | Single | $60K - $80K | Silver | 26 | 6 | 3 | 2 | 32349.000 | 1630 | 0.646 | 1343 | 41 | 0.519 | 0.050 | 0 | 0 |
| 759 | 51 | F | 3 | College | Married | abc | Blue | 36 | 3 | 2 | 3 | 12605.000 | 1449 | 0.703 | 1870 | 56 | 0.647 | 0.115 | 0 | 0 |
| 760 | 62 | F | 0 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2964.000 | 2400 | 1.296 | 1557 | 25 | 1.778 | 0.810 | 0 | 0 |
| 761 | 58 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 3785.000 | 1935 | 1.558 | 1824 | 49 | 1.450 | 0.511 | 0 | 0 |
| 762 | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 1 | 0 | 2727.000 | 834 | 0.568 | 1294 | 26 | 0.444 | 0.306 | 0 | 0 |
| 763 | 49 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 44 | 3 | 1 | 1 | 3343.000 | 1581 | 1.146 | 1545 | 31 | 0.824 | 0.473 | 0 | 0 |
| 764 | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 6 | 3 | 1 | 9786.000 | 0 | 0.701 | 820 | 25 | 0.562 | 0.000 | 1 | 1 |
| 765 | 45 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 4 | 1 | 3 | 6407.000 | 1884 | 0.678 | 1675 | 47 | 0.469 | 0.294 | 0 | 0 |
| 766 | 29 | M | 2 | High School | Married | $80K - $120K | Blue | 15 | 6 | 2 | 2 | 4158.000 | 1635 | 0.778 | 1678 | 37 | 0.542 | 0.393 | 0 | 0 |
| 767 | 60 | M | 1 | Doctorate | Married | $120K + | Blue | 50 | 6 | 1 | 2 | 21697.000 | 2144 | 0.654 | 2117 | 48 | 0.655 | 0.099 | 0 | 1 |
| 768 | 50 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 5 | 2 | 2 | 31383.000 | 1688 | 0.765 | 1721 | 56 | 0.750 | 0.054 | 0 | 0 |
| 769 | 53 | M | 3 | Doctorate | Single | $120K + | Blue | 36 | 3 | 1 | 0 | 30883.000 | 1694 | 0.860 | 1267 | 23 | 0.533 | 0.055 | 0 | 0 |
| 770 | 45 | M | 3 | NaN | Married | $80K - $120K | Blue | 38 | 6 | 3 | 1 | 12918.000 | 1345 | 1.061 | 1562 | 33 | 1.200 | 0.104 | 0 | 0 |
| 771 | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 3 | 0 | 8520.000 | 814 | 0.504 | 1193 | 35 | 0.346 | 0.096 | 0 | 0 |
| 772 | 46 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 14310.000 | 694 | 0.558 | 1254 | 34 | 0.478 | 0.048 | 0 | 0 |
| 773 | 61 | M | 0 | Post-Graduate | Married | abc | Blue | 53 | 6 | 2 | 3 | 14434.000 | 1927 | 2.675 | 1731 | 32 | 3.571 | 0.134 | 0 | 0 |
| 774 | 46 | M | 4 | College | Single | $120K + | Blue | 36 | 5 | 2 | 1 | 7793.000 | 1705 | 0.597 | 1099 | 39 | 0.696 | 0.219 | 0 | 1 |
| 775 | 62 | F | 1 | High School | Married | abc | Blue | 56 | 2 | 1 | 2 | 8990.000 | 0 | 0.935 | 747 | 19 | 0.583 | 0.000 | 1 | 1 |
| 776 | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 4343.000 | 0 | 0.563 | 1352 | 35 | 0.944 | 0.000 | 0 | 0 |
| 777 | 54 | M | 4 | Graduate | Married | $120K + | Blue | 50 | 4 | 2 | 0 | 2872.000 | 2035 | 0.613 | 1770 | 47 | 0.741 | 0.709 | 0 | 0 |
| 778 | 50 | M | 2 | NaN | Single | $120K + | Blue | 36 | 5 | 1 | 3 | 9697.000 | 0 | 0.759 | 1812 | 50 | 0.923 | 0.000 | 0 | 0 |
| 779 | 35 | M | 2 | High School | Married | $40K - $60K | Blue | 21 | 3 | 3 | 1 | 2967.000 | 1843 | 0.681 | 1673 | 58 | 0.526 | 0.621 | 0 | 0 |
| 780 | 35 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 23 | 4 | 3 | 2 | 2148.000 | 1545 | 0.682 | 2167 | 65 | 0.512 | 0.719 | 0 | 0 |
| 781 | 36 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 1 | 6116.000 | 2517 | 0.691 | 2369 | 56 | 0.750 | 0.412 | 0 | 1 |
| 782 | 42 | M | 3 | NaN | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 18085.000 | 1487 | 0.792 | 1582 | 47 | 1.043 | 0.082 | 0 | 0 |
| 783 | 39 | F | 2 | NaN | Married | Less than $40K | Blue | 32 | 6 | 3 | 0 | 2524.000 | 1395 | 1.048 | 1800 | 33 | 0.500 | 0.553 | 0 | 0 |
| 784 | 50 | M | 1 | NaN | Married | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 33951.000 | 0 | 0.822 | 1567 | 44 | 0.467 | 0.000 | 0 | 1 |
| 785 | 43 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 3312.000 | 0 | 0.698 | 647 | 19 | 0.462 | 0.000 | 1 | 1 |
| 786 | 39 | F | 1 | High School | Single | $40K - $60K | Blue | 20 | 3 | 2 | 2 | 9956.000 | 1117 | 0.515 | 1447 | 39 | 0.696 | 0.112 | 0 | 0 |
| 787 | 47 | M | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3888.000 | 1663 | 0.664 | 1145 | 37 | 0.423 | 0.428 | 0 | 0 |
| 788 | 60 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 48 | 3 | 1 | 3 | 30655.000 | 0 | 0.475 | 3280 | 78 | 0.625 | 0.000 | 0 | 0 |
| 789 | 30 | M | 2 | High School | Married | Less than $40K | Blue | 23 | 4 | 2 | 0 | 2997.000 | 1393 | 1.120 | 1577 | 35 | 0.522 | 0.465 | 0 | 0 |
| 790 | 44 | M | 4 | NaN | Single | $60K - $80K | Blue | 24 | 5 | 3 | 2 | 11042.000 | 2211 | 0.897 | 1140 | 25 | 0.786 | 0.200 | 0 | 0 |
| 791 | 52 | M | 0 | Graduate | Single | $120K + | Blue | 41 | 6 | 3 | 2 | 3386.000 | 1794 | 0.671 | 1736 | 40 | 1.105 | 0.530 | 0 | 0 |
| 792 | 45 | F | 4 | NaN | Single | Less than $40K | Gold | 36 | 6 | 1 | 3 | 15987.000 | 1648 | 0.732 | 1436 | 36 | 1.250 | 0.103 | 0 | 0 |
| 793 | 40 | M | 4 | Graduate | Divorced | $120K + | Blue | 30 | 5 | 3 | 3 | 25188.000 | 1295 | 0.557 | 1513 | 38 | 0.583 | 0.051 | 0 | 0 |
| 794 | 36 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 23 | 6 | 2 | 1 | 2410.000 | 1705 | 0.798 | 2505 | 69 | 0.568 | 0.707 | 0 | 0 |
| 795 | 65 | F | 0 | High School | Married | abc | Blue | 53 | 4 | 3 | 0 | 4315.000 | 717 | 0.808 | 1723 | 51 | 0.500 | 0.166 | 0 | 0 |
| 796 | 35 | F | 0 | NaN | Married | Less than $40K | Blue | 24 | 6 | 1 | 1 | 2592.000 | 2227 | 0.633 | 1695 | 48 | 0.548 | 0.859 | 0 | 0 |
| 797 | 54 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 49 | 5 | 3 | 2 | 5476.000 | 2517 | 0.967 | 1532 | 44 | 0.692 | 0.460 | 0 | 0 |
| 798 | 53 | M | 3 | NaN | Married | $80K - $120K | Blue | 43 | 5 | 3 | 0 | 2464.000 | 2116 | 0.744 | 2110 | 43 | 1.048 | 0.859 | 0 | 0 |
| 799 | 62 | F | 1 | College | Married | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2378.000 | 1610 | 0.448 | 1807 | 45 | 0.607 | 0.677 | 0 | 1 |
| 800 | 40 | M | 2 | NaN | Single | $120K + | Blue | 21 | 6 | 4 | 3 | 20056.000 | 1602 | 0.466 | 1687 | 46 | 0.533 | 0.080 | 0 | 1 |
| 801 | 41 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 8013.000 | 2025 | 0.789 | 1481 | 45 | 0.452 | 0.253 | 0 | 0 |
| 802 | 53 | M | 2 | NaN | Married | $120K + | Blue | 49 | 6 | 2 | 3 | 3386.000 | 1984 | 0.573 | 1318 | 37 | 0.194 | 0.586 | 0 | 0 |
| 803 | 30 | M | 1 | High School | Married | $60K - $80K | Blue | 17 | 3 | 3 | 2 | 7906.000 | 1631 | 0.889 | 1946 | 45 | 0.552 | 0.206 | 0 | 0 |
| 804 | 46 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 4 | 3 | 0 | 11501.000 | 713 | 0.840 | 1481 | 41 | 0.519 | 0.062 | 0 | 0 |
| 805 | 29 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 19 | 4 | 1 | 2 | 13632.000 | 1482 | 0.893 | 2168 | 42 | 2.500 | 0.109 | 0 | 0 |
| 806 | 37 | F | 3 | Uneducated | Married | Less than $40K | Blue | 27 | 6 | 1 | 3 | 2229.000 | 1791 | 1.139 | 1583 | 32 | 0.600 | 0.803 | 0 | 0 |
| 807 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 40 | 4 | 1 | 1 | 5158.000 | 2190 | 0.426 | 1229 | 34 | 0.478 | 0.425 | 0 | 0 |
| 808 | 31 | M | 0 | Graduate | Married | $40K - $60K | Blue | 21 | 3 | 3 | 0 | 2158.000 | 1729 | 1.100 | 1718 | 42 | 0.448 | 0.801 | 0 | 0 |
| 809 | 45 | M | 2 | Uneducated | NaN | $80K - $120K | Blue | 41 | 6 | 2 | 2 | 23271.000 | 1262 | 0.718 | 1402 | 34 | 0.889 | 0.054 | 0 | 0 |
| 810 | 57 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 10244.000 | 861 | 0.780 | 1127 | 29 | 0.381 | 0.084 | 1 | 1 |
| 811 | 43 | M | 3 | NaN | Divorced | $60K - $80K | Blue | 30 | 3 | 2 | 1 | 2588.000 | 1669 | 0.788 | 1053 | 31 | 0.550 | 0.645 | 0 | 1 |
| 812 | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 10747.000 | 1603 | 0.471 | 1340 | 25 | 0.923 | 0.149 | 0 | 0 |
| 813 | 53 | M | 2 | High School | Married | $120K + | Blue | 46 | 4 | 3 | 1 | 7474.000 | 0 | 0.858 | 732 | 21 | 0.615 | 0.000 | 1 | 1 |
| 814 | 32 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3555.000 | 0 | 0.813 | 2346 | 71 | 0.651 | 0.000 | 0 | 0 |
| 815 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 3 | 2 | 22140.000 | 733 | 0.987 | 1580 | 45 | 0.667 | 0.033 | 0 | 0 |
| 816 | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 4 | 9457.000 | 350 | 1.024 | 1196 | 28 | 0.333 | 0.037 | 1 | 1 |
| 817 | 42 | M | 3 | Uneducated | NaN | Less than $40K | Blue | 35 | 4 | 5 | 0 | 6218.000 | 2134 | 1.250 | 2086 | 50 | 0.786 | 0.343 | 0 | 0 |
| 818 | 38 | F | 1 | College | Married | Less than $40K | Blue | 25 | 3 | 3 | 1 | 2580.000 | 2265 | 0.824 | 1665 | 57 | 0.629 | 0.878 | 0 | 0 |
| 819 | 44 | M | 2 | NaN | Married | $80K - $120K | Blue | 39 | 6 | 2 | 2 | 1438.300 | 0 | 0.871 | 1495 | 39 | 0.393 | 0.000 | 0 | 1 |
| 820 | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 43 | 6 | 3 | 1 | 6224.000 | 1892 | 0.983 | 2187 | 58 | 0.657 | 0.304 | 0 | 0 |
| 821 | 37 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 3093.000 | 2517 | 0.855 | 1371 | 23 | 0.917 | 0.814 | 0 | 0 |
| 822 | 48 | F | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 4 | 3 | 3 | 4076.000 | 0 | 0.808 | 1235 | 37 | 0.682 | 0.000 | 0 | 0 |
| 823 | 55 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 2 | 0 | 4861.000 | 1123 | 0.938 | 1556 | 40 | 0.538 | 0.231 | 0 | 0 |
| 824 | 43 | F | 1 | Graduate | NaN | abc | Blue | 36 | 6 | 3 | 3 | 9851.000 | 0 | 1.034 | 1212 | 24 | 0.600 | 0.000 | 0 | 1 |
| 825 | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 7349.000 | 2517 | 0.877 | 2701 | 60 | 0.714 | 0.342 | 0 | 1 |
| 826 | 34 | M | 2 | High School | Married | $60K - $80K | Blue | 28 | 3 | 3 | 3 | 2853.000 | 2420 | 0.858 | 1750 | 47 | 0.808 | 0.848 | 0 | 0 |
| 827 | 46 | F | 4 | Graduate | Single | abc | Blue | 36 | 4 | 3 | 2 | 17023.000 | 1084 | 0.928 | 1610 | 43 | 0.387 | 0.064 | 0 | 0 |
| 828 | 32 | M | 1 | NaN | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 10060.000 | 2322 | 0.894 | 2184 | 63 | 1.032 | 0.231 | 0 | 0 |
| 829 | 53 | M | 3 | NaN | Married | $40K - $60K | Blue | 41 | 6 | 1 | 2 | 1595.000 | 870 | 0.694 | 1745 | 41 | 0.577 | 0.545 | 0 | 0 |
| 830 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 38 | 3 | 2 | 1 | 8475.000 | 1385 | 0.611 | 1381 | 40 | 0.481 | 0.163 | 0 | 0 |
| 831 | 38 | M | 1 | College | Married | Less than $40K | Blue | 25 | 6 | 3 | 3 | 5559.000 | 658 | 0.627 | 1793 | 37 | 0.947 | 0.118 | 0 | 0 |
| 832 | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 22 | 3 | 3 | 2 | 2917.000 | 2127 | 1.074 | 1831 | 36 | 1.000 | 0.729 | 0 | 0 |
| 833 | 38 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 6692.000 | 2037 | 0.401 | 1468 | 36 | 0.241 | 0.304 | 0 | 1 |
| 834 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 2 | 2 | 3 | 8551.000 | 1067 | 0.931 | 1097 | 32 | 0.778 | 0.125 | 1 | 1 |
| 835 | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 10569.000 | 0 | 0.838 | 1682 | 44 | 1.000 | 0.000 | 0 | 0 |
| 836 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 7051.000 | 0 | 0.527 | 1451 | 37 | 0.194 | 0.000 | 0 | 1 |
| 837 | 56 | M | 1 | College | Married | $60K - $80K | Blue | 46 | 3 | 2 | 1 | 10117.000 | 2242 | 0.662 | 1509 | 44 | 0.467 | 0.222 | 0 | 0 |
| 838 | 47 | M | 2 | Uneducated | NaN | $60K - $80K | Blue | 36 | 6 | 2 | 1 | 8311.000 | 0 | 0.584 | 1895 | 57 | 0.425 | 0.000 | 0 | 1 |
| 839 | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 41 | 5 | 3 | 2 | 26442.000 | 1642 | 0.651 | 1403 | 40 | 0.429 | 0.062 | 0 | 0 |
| 840 | 64 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 3 | 1 | 4920.000 | 1142 | 0.507 | 1420 | 31 | 0.348 | 0.232 | 0 | 0 |
| 841 | 37 | F | 3 | NaN | Married | Less than $40K | Blue | 25 | 6 | 2 | 1 | 1438.300 | 674 | 2.180 | 1717 | 31 | 0.722 | 0.469 | 0 | 0 |
| 842 | 42 | M | 1 | College | Married | $60K - $80K | Silver | 29 | 5 | 2 | 2 | 26750.000 | 1204 | 0.428 | 1131 | 29 | 0.318 | 0.045 | 0 | 1 |
| 843 | 41 | M | 4 | College | Married | $80K - $120K | Silver | 34 | 4 | 3 | 3 | 34516.000 | 1347 | 0.801 | 1005 | 22 | 1.000 | 0.039 | 0 | 0 |
| 844 | 65 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1438.300 | 747 | 0.491 | 948 | 24 | 0.714 | 0.519 | 0 | 1 |
| 845 | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 2 | 2 | 1869.000 | 758 | 0.910 | 1549 | 34 | 0.478 | 0.406 | 0 | 0 |
| 846 | 54 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 14539.000 | 0 | 0.907 | 965 | 26 | 0.529 | 0.000 | 1 | 1 |
| 847 | 46 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 5 | 1 | 3 | 26977.000 | 1961 | 0.641 | 1958 | 41 | 1.050 | 0.073 | 0 | 0 |
| 848 | 50 | M | 2 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 5426.000 | 1478 | 0.664 | 1266 | 22 | 0.571 | 0.272 | 0 | 0 |
| 849 | 50 | F | 3 | NaN | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 7623.000 | 2517 | 1.007 | 1367 | 29 | 1.071 | 0.330 | 0 | 0 |
| 850 | 48 | F | 1 | Doctorate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 4844.000 | 1576 | 0.809 | 1489 | 48 | 0.600 | 0.325 | 0 | 0 |
| 851 | 62 | F | 0 | NaN | Married | abc | Blue | 52 | 6 | 1 | 1 | 2683.000 | 1707 | 1.254 | 1582 | 33 | 0.941 | 0.636 | 0 | 0 |
| 852 | 39 | F | 1 | College | Married | Less than $40K | Blue | 22 | 3 | 1 | 2 | 3214.000 | 2257 | 1.279 | 2516 | 42 | 0.750 | 0.702 | 0 | 0 |
| 853 | 46 | M | 1 | NaN | Married | $60K - $80K | Blue | 39 | 4 | 3 | 3 | 5374.000 | 2324 | 0.423 | 1557 | 49 | 0.400 | 0.432 | 0 | 1 |
| 854 | 41 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 8004.000 | 1452 | 0.929 | 1084 | 32 | 0.524 | 0.181 | 1 | 1 |
| 855 | 39 | F | 2 | Graduate | Married | abc | Blue | 31 | 4 | 2 | 3 | 1438.300 | 997 | 1.867 | 2583 | 47 | 0.958 | 0.693 | 0 | 0 |
| 856 | 46 | M | 2 | NaN | Married | $80K - $120K | Blue | 34 | 3 | 3 | 3 | 2925.000 | 2365 | 0.691 | 1371 | 30 | 0.579 | 0.809 | 0 | 0 |
| 857 | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 3 | 3 | 9235.000 | 1479 | 0.843 | 1537 | 49 | 0.581 | 0.160 | 0 | 0 |
| 858 | 44 | M | 0 | Uneducated | Married | Less than $40K | Blue | 24 | 5 | 3 | 0 | 8837.000 | 2103 | 0.559 | 3753 | 60 | 0.875 | 0.238 | 0 | 0 |
| 859 | 57 | F | 3 | NaN | Single | Less than $40K | Blue | 29 | 6 | 1 | 1 | 8801.000 | 1421 | 0.568 | 1104 | 31 | 0.292 | 0.161 | 0 | 0 |
| 860 | 40 | M | 3 | NaN | Single | $40K - $60K | Blue | 28 | 4 | 1 | 1 | 3563.000 | 1707 | 0.506 | 1482 | 42 | 0.312 | 0.479 | 0 | 0 |
| 861 | 65 | F | 0 | High School | Married | abc | Blue | 36 | 4 | 3 | 2 | 8138.000 | 2104 | 0.837 | 1299 | 29 | 0.812 | 0.259 | 0 | 0 |
| 862 | 26 | F | 1 | Graduate | Single | $40K - $60K | Blue | 20 | 6 | 3 | 3 | 1438.300 | 673 | 0.595 | 2167 | 48 | 0.412 | 0.468 | 0 | 0 |
| 863 | 47 | M | 2 | High School | NaN | $60K - $80K | Blue | 33 | 4 | 2 | 2 | 2458.000 | 1399 | 0.739 | 1563 | 40 | 1.222 | 0.569 | 0 | 0 |
| 864 | 47 | M | 4 | High School | Married | $60K - $80K | Blue | 34 | 5 | 2 | 3 | 4592.000 | 1635 | 0.952 | 1772 | 52 | 0.486 | 0.356 | 0 | 0 |
| 865 | 57 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 2 | 1 | 3 | 1438.300 | 0 | 1.036 | 1254 | 35 | 0.842 | 0.000 | 1 | 1 |
| 866 | 31 | M | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1868.000 | 1515 | 1.359 | 2229 | 35 | 0.667 | 0.811 | 0 | 0 |
| 867 | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 2 | 5269.000 | 1099 | 1.178 | 2195 | 63 | 0.969 | 0.209 | 0 | 0 |
| 868 | 43 | F | 2 | Post-Graduate | Married | abc | Blue | 36 | 3 | 3 | 3 | 20156.000 | 1759 | 0.476 | 1362 | 28 | 0.556 | 0.087 | 0 | 0 |
| 869 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 35 | 4 | 3 | 2 | 7410.000 | 2517 | 1.924 | 2398 | 37 | 1.176 | 0.340 | 0 | 0 |
| 870 | 53 | M | 3 | Graduate | Married | $120K + | Blue | 44 | 3 | 2 | 3 | 12163.000 | 2082 | 1.554 | 2649 | 56 | 0.697 | 0.171 | 0 | 0 |
| 871 | 44 | M | 3 | NaN | Married | $60K - $80K | Blue | 37 | 3 | 2 | 3 | 6224.000 | 0 | 0.738 | 1463 | 34 | 0.889 | 0.000 | 0 | 0 |
| 872 | 59 | M | 0 | College | Married | Less than $40K | Blue | 49 | 3 | 3 | 3 | 4250.000 | 1095 | 0.947 | 1174 | 27 | 0.800 | 0.258 | 0 | 0 |
| 873 | 53 | F | 3 | Graduate | Married | abc | Blue | 40 | 6 | 3 | 1 | 12059.000 | 1978 | 0.877 | 1836 | 36 | 0.895 | 0.164 | 0 | 0 |
| 874 | 34 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 5 | 1 | 3 | 2799.000 | 1762 | 0.986 | 1817 | 39 | 0.560 | 0.630 | 0 | 0 |
| 875 | 47 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 1 | 18037.000 | 0 | 0.740 | 1387 | 36 | 0.333 | 0.000 | 0 | 1 |
| 876 | 54 | M | 2 | College | Married | $120K + | Blue | 43 | 3 | 2 | 3 | 5657.000 | 1719 | 0.606 | 2028 | 55 | 0.667 | 0.304 | 0 | 0 |
| 877 | 42 | F | 2 | Graduate | Married | abc | Blue | 33 | 6 | 1 | 1 | 13770.000 | 2517 | 0.788 | 1582 | 36 | 0.385 | 0.183 | 0 | 0 |
| 878 | 53 | F | 3 | College | Married | Less than $40K | Blue | 44 | 6 | 2 | 3 | 4646.000 | 1730 | 0.683 | 1774 | 37 | 0.850 | 0.372 | 0 | 0 |
| 879 | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 35 | 3 | 3 | 1 | 2514.000 | 1521 | 0.638 | 1636 | 36 | 0.385 | 0.605 | 0 | 0 |
| 880 | 56 | M | 0 | College | Married | $80K - $120K | Blue | 51 | 3 | 2 | 3 | 14501.000 | 0 | 0.854 | 1031 | 25 | 0.389 | 0.000 | 1 | 1 |
| 881 | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 8663.000 | 288 | 0.639 | 916 | 33 | 0.320 | 0.033 | 1 | 1 |
| 882 | 44 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2333.000 | 1485 | 0.692 | 1198 | 31 | 0.722 | 0.637 | 0 | 0 |
| 883 | 34 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 26 | 5 | 5 | 3 | 3038.000 | 1539 | 0.707 | 2189 | 54 | 0.688 | 0.507 | 0 | 0 |
| 884 | 61 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 52 | 6 | 6 | 1 | 8851.000 | 0 | 0.731 | 1257 | 36 | 0.440 | 0.000 | 0 | 1 |
| 885 | 54 | F | 0 | NaN | Married | Less than $40K | Blue | 44 | 6 | 3 | 1 | 2945.000 | 2206 | 0.983 | 1503 | 35 | 0.842 | 0.749 | 0 | 0 |
| 886 | 49 | F | 3 | High School | Divorced | abc | Blue | 40 | 3 | 3 | 2 | 5267.000 | 0 | 0.442 | 1353 | 24 | 0.263 | 0.000 | 0 | 1 |
| 887 | 56 | M | 3 | High School | Single | $60K - $80K | Blue | 45 | 2 | 1 | 3 | 8512.000 | 0 | 1.038 | 811 | 27 | 1.250 | 0.000 | 1 | 1 |
| 888 | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 19063.000 | 1714 | 0.786 | 1270 | 21 | 0.615 | 0.090 | 0 | 0 |
| 889 | 53 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 5376.000 | 1177 | 0.939 | 1840 | 53 | 0.606 | 0.219 | 0 | 0 |
| 890 | 30 | F | 0 | Graduate | Divorced | abc | Blue | 13 | 5 | 1 | 2 | 7772.000 | 1890 | 0.754 | 2585 | 75 | 0.829 | 0.243 | 0 | 0 |
| 891 | 39 | F | 2 | High School | Married | $40K - $60K | Blue | 29 | 6 | 1 | 1 | 9173.000 | 2047 | 1.419 | 1807 | 33 | 0.737 | 0.223 | 0 | 0 |
| 892 | 44 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 4 | 1 | 3 | 34516.000 | 1726 | 0.867 | 1729 | 52 | 0.677 | 0.050 | 0 | 0 |
| 893 | 54 | F | 3 | Uneducated | Single | abc | Blue | 36 | 5 | 1 | 2 | 11975.000 | 1542 | 0.770 | 1211 | 35 | 0.400 | 0.129 | 0 | 0 |
| 894 | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 15405.000 | 1691 | 0.814 | 1763 | 44 | 0.189 | 0.110 | 0 | 0 |
| 895 | 43 | M | 3 | NaN | Single | $40K - $60K | Blue | 38 | 6 | 1 | 1 | 2615.000 | 0 | 0.589 | 1395 | 34 | 0.259 | 0.000 | 0 | 1 |
| 896 | 35 | M | 1 | High School | Married | $80K - $120K | Blue | 25 | 6 | 1 | 2 | 23991.000 | 2307 | 0.912 | 1843 | 43 | 0.720 | 0.096 | 0 | 0 |
| 897 | 39 | F | 4 | College | Married | Less than $40K | Blue | 31 | 4 | 3 | 3 | 1888.000 | 1292 | 0.772 | 1517 | 33 | 1.357 | 0.684 | 0 | 0 |
| 898 | 61 | F | 1 | Graduate | Married | Less than $40K | Blue | 54 | 3 | 2 | 2 | 3102.000 | 2091 | 0.704 | 1977 | 50 | 1.000 | 0.674 | 0 | 0 |
| 899 | 40 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 29 | 5 | 2 | 2 | 3170.000 | 2517 | 1.301 | 2027 | 49 | 0.815 | 0.794 | 0 | 0 |
| 900 | 53 | M | 3 | College | Single | $120K + | Blue | 36 | 6 | 2 | 0 | 34516.000 | 1901 | 0.914 | 1497 | 43 | 1.150 | 0.055 | 0 | 0 |
| 901 | 55 | M | 2 | NaN | Married | $120K + | Blue | 41 | 4 | 3 | 2 | 14938.000 | 0 | 0.490 | 1134 | 31 | 0.632 | 0.000 | 0 | 1 |
| 902 | 41 | M | 2 | NaN | Single | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 17298.000 | 2310 | 0.844 | 3663 | 65 | 0.806 | 0.134 | 0 | 0 |
| 903 | 35 | M | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3131.000 | 629 | 0.749 | 1483 | 31 | 0.632 | 0.201 | 0 | 0 |
| 904 | 61 | M | 1 | NaN | Single | $40K - $60K | Blue | 47 | 3 | 2 | 2 | 11915.000 | 1631 | 0.748 | 1956 | 63 | 0.537 | 0.137 | 0 | 0 |
| 905 | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 39 | 3 | 3 | 1 | 16868.000 | 0 | 0.938 | 940 | 25 | 0.471 | 0.000 | 1 | 1 |
| 906 | 42 | M | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 3266.000 | 1900 | 1.568 | 2183 | 56 | 0.750 | 0.582 | 0 | 0 |
| 907 | 46 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 30 | 3 | 3 | 3 | 2770.000 | 1286 | 1.068 | 2920 | 74 | 0.721 | 0.464 | 0 | 0 |
| 908 | 46 | F | 4 | High School | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 3556.000 | 2172 | 0.402 | 1221 | 41 | 0.708 | 0.611 | 0 | 0 |
| 909 | 46 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 35 | 3 | 2 | 2 | 9149.000 | 1566 | 0.971 | 1790 | 60 | 0.765 | 0.171 | 0 | 0 |
| 910 | 26 | M | 0 | Graduate | Single | abc | Blue | 19 | 4 | 1 | 2 | 1438.300 | 0 | 0.472 | 2005 | 47 | 0.469 | 0.000 | 0 | 1 |
| 911 | 46 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 4 | 3 | 3 | 14701.000 | 1635 | 0.618 | 3490 | 69 | 0.533 | 0.111 | 0 | 0 |
| 912 | 62 | M | 1 | Graduate | Married | $60K - $80K | Blue | 44 | 5 | 2 | 2 | 14825.000 | 962 | 0.760 | 1904 | 49 | 0.531 | 0.065 | 0 | 0 |
| 913 | 55 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 49 | 4 | 5 | 3 | 10127.000 | 1873 | 0.573 | 1647 | 53 | 0.472 | 0.185 | 0 | 0 |
| 914 | 55 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 5 | 1 | 2 | 2929.000 | 2431 | 1.632 | 1903 | 39 | 0.625 | 0.830 | 0 | 0 |
| 915 | 32 | M | 0 | High School | Married | $40K - $60K | Blue | 24 | 5 | 2 | 0 | 3735.000 | 1176 | 1.184 | 1564 | 41 | 0.708 | 0.315 | 0 | 0 |
| 916 | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 18 | 5 | 1 | 2 | 2930.000 | 2024 | 0.903 | 1686 | 34 | 0.700 | 0.691 | 0 | 0 |
| 917 | 33 | F | 4 | High School | Single | abc | Blue | 29 | 6 | 2 | 3 | 12716.000 | 1496 | 1.032 | 2412 | 64 | 0.600 | 0.118 | 0 | 0 |
| 918 | 42 | M | 2 | College | Married | $80K - $120K | Blue | 32 | 5 | 2 | 2 | 22120.000 | 1805 | 0.650 | 3981 | 65 | 0.667 | 0.082 | 0 | 0 |
| 919 | 33 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 22 | 3 | 3 | 3 | 1438.300 | 681 | 1.542 | 2730 | 48 | 0.778 | 0.473 | 0 | 0 |
| 920 | 60 | F | 0 | High School | Single | abc | Blue | 36 | 3 | 2 | 2 | 4546.000 | 0 | 0.660 | 1361 | 34 | 0.308 | 0.000 | 0 | 0 |
| 921 | 65 | M | 1 | High School | Married | Less than $40K | Blue | 47 | 3 | 2 | 1 | 1759.000 | 0 | 1.058 | 821 | 18 | 0.500 | 0.000 | 1 | 1 |
| 922 | 57 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 4829.000 | 2418 | 0.601 | 938 | 21 | 0.400 | 0.501 | 1 | 1 |
| 923 | 59 | F | 0 | NaN | Married | Less than $40K | Blue | 47 | 5 | 3 | 2 | 7692.000 | 1678 | 1.423 | 1861 | 42 | 0.500 | 0.218 | 0 | 0 |
| 924 | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 3 | 2 | 2156.000 | 1208 | 0.569 | 1345 | 28 | 0.647 | 0.560 | 0 | 0 |
| 925 | 62 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 9521.000 | 1669 | 1.308 | 2444 | 63 | 0.400 | 0.175 | 0 | 0 |
| 926 | 51 | M | 2 | College | Single | $120K + | Blue | 41 | 6 | 3 | 2 | 26714.000 | 2517 | 0.758 | 1686 | 50 | 0.724 | 0.094 | 0 | 0 |
| 927 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 2 | 3 | 2092.000 | 1387 | 0.731 | 1468 | 30 | 0.304 | 0.663 | 0 | 0 |
| 928 | 38 | F | 3 | High School | Married | abc | Blue | 32 | 4 | 2 | 1 | 11594.000 | 2072 | 0.983 | 2320 | 51 | 0.594 | 0.179 | 0 | 0 |
| 929 | 32 | F | 0 | Graduate | Married | Less than $40K | Blue | 19 | 6 | 1 | 0 | 2834.000 | 1418 | 1.458 | 1598 | 39 | 0.773 | 0.500 | 0 | 0 |
| 930 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 4724.000 | 2056 | 0.423 | 1232 | 31 | 0.550 | 0.435 | 0 | 0 |
| 931 | 51 | F | 0 | NaN | Divorced | Less than $40K | Blue | 47 | 6 | 4 | 3 | 3049.000 | 1151 | 0.533 | 4027 | 76 | 0.520 | 0.378 | 0 | 0 |
| 932 | 50 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 20614.000 | 0 | 0.926 | 1922 | 48 | 0.600 | 0.000 | 0 | 1 |
| 933 | 64 | F | 0 | Uneducated | Married | abc | Blue | 54 | 6 | 1 | 2 | 3250.000 | 1992 | 0.715 | 1355 | 36 | 0.565 | 0.613 | 0 | 0 |
| 934 | 53 | F | 1 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 3128.000 | 2517 | 0.696 | 2361 | 42 | 0.826 | 0.805 | 0 | 0 |
| 935 | 42 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 30 | 2 | 2 | 3 | 6414.000 | 0 | 0.718 | 708 | 14 | 0.400 | 0.000 | 1 | 1 |
| 936 | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 6 | 3 | 0 | 2506.000 | 0 | 0.598 | 1687 | 62 | 0.590 | 0.000 | 0 | 0 |
| 937 | 52 | F | 4 | High School | Single | abc | Blue | 47 | 6 | 2 | 3 | 7469.000 | 2338 | 0.441 | 1212 | 33 | 0.320 | 0.313 | 0 | 0 |
| 938 | 60 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3460.000 | 2517 | 1.144 | 1752 | 34 | 1.125 | 0.727 | 0 | 0 |
| 939 | 30 | M | 1 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 3 | 2 | 9959.000 | 2377 | 1.100 | 1560 | 39 | 0.696 | 0.239 | 0 | 0 |
| 940 | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 4 | 1 | 2 | 4175.000 | 2517 | 0.551 | 1520 | 36 | 0.440 | 0.603 | 0 | 0 |
| 941 | 60 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 48 | 3 | 1 | 3 | 10264.000 | 2073 | 0.620 | 1685 | 45 | 0.364 | 0.202 | 0 | 0 |
| 942 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 4129.000 | 0 | 0.960 | 1678 | 40 | 1.000 | 0.000 | 0 | 0 |
| 943 | 65 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 6 | 2 | 2 | 2658.000 | 1514 | 1.193 | 1627 | 26 | 1.000 | 0.570 | 0 | 0 |
| 944 | 44 | F | 2 | College | Single | $40K - $60K | Blue | 33 | 4 | 2 | 3 | 4589.000 | 1240 | 0.856 | 1637 | 61 | 0.906 | 0.270 | 0 | 0 |
| 945 | 56 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 2781.000 | 1035 | 0.816 | 1707 | 42 | 1.211 | 0.372 | 0 | 0 |
| 946 | 45 | F | 4 | High School | Married | abc | Blue | 39 | 4 | 3 | 2 | 24880.000 | 836 | 0.701 | 1208 | 25 | 1.083 | 0.034 | 0 | 0 |
| 947 | 37 | M | 3 | Graduate | NaN | $40K - $60K | Blue | 31 | 6 | 1 | 2 | 8504.000 | 1956 | 0.963 | 1881 | 51 | 0.417 | 0.230 | 0 | 0 |
| 948 | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 39 | 5 | 1 | 3 | 8091.000 | 1996 | 0.646 | 1360 | 28 | 0.647 | 0.247 | 0 | 0 |
| 949 | 37 | F | 4 | College | Married | $40K - $60K | Blue | 30 | 4 | 4 | 3 | 3417.000 | 2517 | 0.992 | 1641 | 32 | 0.882 | 0.737 | 0 | 0 |
| 950 | 39 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 22 | 4 | 3 | 3 | 9204.000 | 845 | 0.673 | 1820 | 58 | 0.611 | 0.092 | 0 | 0 |
| 951 | 41 | M | 2 | Graduate | Married | $120K + | Blue | 32 | 5 | 2 | 3 | 14302.000 | 2097 | 0.407 | 1505 | 35 | 0.591 | 0.147 | 0 | 0 |
| 952 | 55 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 5 | 2 | 0 | 3187.000 | 2517 | 1.144 | 1627 | 38 | 0.652 | 0.790 | 0 | 0 |
| 953 | 34 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 6313.000 | 782 | 0.931 | 1703 | 34 | 0.889 | 0.124 | 0 | 0 |
| 954 | 52 | M | 2 | NaN | Single | $80K - $120K | Blue | 47 | 6 | 1 | 3 | 15904.000 | 1024 | 0.369 | 1433 | 33 | 0.500 | 0.064 | 0 | 0 |
| 955 | 54 | F | 0 | Post-Graduate | Single | Less than $40K | Silver | 39 | 6 | 2 | 3 | 11696.000 | 2288 | 0.973 | 2445 | 60 | 0.765 | 0.196 | 0 | 0 |
| 956 | 40 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 20371.000 | 1832 | 0.907 | 1665 | 45 | 0.800 | 0.090 | 0 | 0 |
| 957 | 52 | M | 0 | High School | Married | $120K + | Silver | 41 | 3 | 3 | 1 | 34516.000 | 1043 | 0.562 | 1489 | 38 | 0.357 | 0.030 | 0 | 0 |
| 958 | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7552.000 | 0 | 0.463 | 1393 | 32 | 0.455 | 0.000 | 0 | 1 |
| 959 | 61 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 53 | 5 | 1 | 2 | 5561.000 | 1434 | 1.423 | 1820 | 42 | 0.826 | 0.258 | 0 | 0 |
| 960 | 57 | F | 2 | High School | Married | Less than $40K | Blue | 52 | 6 | 3 | 2 | 1441.000 | 0 | 1.364 | 2742 | 58 | 0.758 | 0.000 | 0 | 1 |
| 961 | 51 | M | 2 | NaN | NaN | $120K + | Blue | 33 | 6 | 2 | 2 | 19715.000 | 1014 | 1.437 | 1979 | 40 | 0.667 | 0.051 | 0 | 0 |
| 962 | 60 | M | 1 | NaN | Single | Less than $40K | Blue | 52 | 5 | 3 | 2 | 2486.000 | 1464 | 0.731 | 1378 | 27 | 0.421 | 0.589 | 0 | 0 |
| 963 | 48 | F | 2 | College | Married | Less than $40K | Blue | 44 | 5 | 1 | 3 | 4570.000 | 2439 | 0.693 | 1520 | 34 | 0.700 | 0.534 | 0 | 0 |
| 964 | 34 | M | 0 | High School | Married | $40K - $60K | Blue | 13 | 3 | 3 | 2 | 3870.000 | 1394 | 0.827 | 1588 | 36 | 0.714 | 0.360 | 0 | 0 |
| 965 | 49 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 12938.000 | 661 | 0.725 | 1282 | 32 | 0.778 | 0.051 | 0 | 0 |
| 966 | 53 | M | 3 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 3 | 21178.000 | 1796 | 1.182 | 1872 | 59 | 1.107 | 0.085 | 0 | 0 |
| 967 | 34 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 0 | 12182.000 | 1136 | 0.753 | 2295 | 63 | 0.500 | 0.093 | 0 | 0 |
| 968 | 54 | M | 2 | Graduate | Married | $60K - $80K | Blue | 42 | 6 | 2 | 0 | 3583.000 | 0 | 1.088 | 1065 | 28 | 1.545 | 0.000 | 0 | 0 |
| 969 | 40 | M | 3 | Graduate | Single | $120K + | Blue | 27 | 4 | 2 | 3 | 17018.000 | 0 | 0.690 | 1550 | 47 | 0.621 | 0.000 | 0 | 0 |
| 970 | 49 | F | 5 | College | Single | abc | Blue | 41 | 6 | 3 | 2 | 16031.000 | 2245 | 0.635 | 1527 | 57 | 0.462 | 0.140 | 0 | 0 |
| 971 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 4203.000 | 2517 | 0.771 | 1489 | 43 | 0.536 | 0.599 | 1 | 1 |
| 972 | 46 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4213.000 | 997 | 0.668 | 1264 | 30 | 0.667 | 0.237 | 0 | 0 |
| 973 | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 33 | 6 | 2 | 2 | 21548.000 | 1180 | 0.520 | 1582 | 38 | 0.652 | 0.055 | 0 | 0 |
| 974 | 30 | M | 0 | Graduate | NaN | $60K - $80K | Blue | 36 | 3 | 5 | 3 | 18513.000 | 2517 | 0.524 | 1567 | 33 | 0.941 | 0.136 | 0 | 0 |
| 975 | 59 | M | 1 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2483.000 | 1372 | 1.642 | 1704 | 35 | 0.458 | 0.553 | 0 | 0 |
| 976 | 50 | M | 0 | Doctorate | Single | $80K - $120K | Blue | 38 | 5 | 2 | 2 | 3460.000 | 1881 | 0.622 | 1546 | 35 | 1.059 | 0.544 | 0 | 0 |
| 977 | 49 | M | 2 | NaN | NaN | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 6511.000 | 1790 | 0.397 | 1478 | 38 | 0.267 | 0.275 | 0 | 1 |
| 978 | 45 | M | 5 | High School | NaN | $60K - $80K | Blue | 40 | 3 | 3 | 1 | 1438.300 | 0 | 1.230 | 2132 | 31 | 0.107 | 0.000 | 1 | 1 |
| 979 | 53 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2615.000 | 1772 | 0.611 | 1419 | 38 | 0.357 | 0.678 | 0 | 0 |
| 980 | 42 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 35 | 4 | 3 | 2 | 2985.000 | 2355 | 0.602 | 1065 | 27 | 0.588 | 0.789 | 0 | 1 |
| 981 | 46 | M | 5 | High School | Married | $40K - $60K | Silver | 28 | 5 | 1 | 3 | 18797.000 | 2158 | 0.446 | 1364 | 40 | 0.538 | 0.115 | 0 | 0 |
| 982 | 33 | M | 1 | Graduate | Married | $60K - $80K | Blue | 22 | 3 | 1 | 3 | 2859.000 | 2517 | 1.254 | 2247 | 36 | 0.636 | 0.880 | 0 | 0 |
| 983 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 0 | 2888.000 | 2245 | 0.772 | 1111 | 26 | 0.368 | 0.777 | 0 | 0 |
| 984 | 61 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 9172.000 | 1567 | 1.451 | 1836 | 42 | 0.750 | 0.171 | 0 | 0 |
| 985 | 42 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 3 | 2 | 14281.000 | 1519 | 0.256 | 1164 | 35 | 0.522 | 0.106 | 0 | 1 |
| 986 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 7353.000 | 1450 | 0.739 | 2005 | 54 | 0.459 | 0.197 | 0 | 1 |
| 987 | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 5145.000 | 0 | 0.693 | 1588 | 35 | 0.944 | 0.000 | 0 | 0 |
| 988 | 53 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 4753.000 | 2472 | 1.274 | 2242 | 49 | 0.815 | 0.520 | 0 | 0 |
| 989 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 26 | 3 | 3 | 3 | 2171.000 | 1418 | 0.505 | 1415 | 45 | 0.406 | 0.653 | 0 | 0 |
| 990 | 26 | M | 0 | College | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4150.000 | 456 | 1.126 | 2483 | 74 | 0.542 | 0.110 | 0 | 0 |
| 991 | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 41 | 6 | 3 | 3 | 9106.000 | 2477 | 0.515 | 1239 | 33 | 0.737 | 0.272 | 0 | 0 |
| 992 | 36 | M | 2 | High School | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2686.000 | 1733 | 0.706 | 2057 | 53 | 0.710 | 0.645 | 0 | 0 |
| 993 | 42 | M | 3 | High School | NaN | $60K - $80K | Blue | 38 | 5 | 1 | 2 | 10239.000 | 510 | 0.344 | 1228 | 26 | 0.529 | 0.050 | 0 | 1 |
| 994 | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 34516.000 | 549 | 0.780 | 1629 | 32 | 0.778 | 0.016 | 0 | 0 |
| 995 | 37 | M | 3 | Graduate | Married | $120K + | Blue | 25 | 3 | 3 | 0 | 15017.000 | 1733 | 0.635 | 2076 | 58 | 0.487 | 0.115 | 0 | 0 |
| 996 | 53 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 43 | 3 | 1 | 2 | 4426.000 | 1530 | 0.518 | 1231 | 34 | 0.214 | 0.346 | 0 | 0 |
| 997 | 65 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 52 | 5 | 3 | 3 | 2155.000 | 0 | 1.423 | 1655 | 27 | 1.250 | 0.000 | 0 | 0 |
| 998 | 47 | M | 1 | Uneducated | NaN | $80K - $120K | Blue | 34 | 4 | 1 | 3 | 20620.000 | 1085 | 1.276 | 1477 | 23 | 0.533 | 0.053 | 0 | 0 |
| 999 | 38 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 19 | 3 | 1 | 3 | 3238.000 | 2146 | 0.673 | 1501 | 45 | 0.667 | 0.663 | 0 | 0 |
| 1000 | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 0 | 14316.000 | 1081 | 0.670 | 1313 | 36 | 0.636 | 0.076 | 0 | 0 |
| 1001 | 36 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2607.000 | 1880 | 1.464 | 2045 | 39 | 0.950 | 0.721 | 0 | 0 |
| 1002 | 43 | M | 4 | College | Married | $60K - $80K | Blue | 24 | 3 | 5 | 4 | 6231.000 | 0 | 1.054 | 1448 | 30 | 0.875 | 0.000 | 0 | 0 |
| 1003 | 38 | F | 3 | NaN | Single | Less than $40K | Blue | 30 | 6 | 2 | 2 | 3730.000 | 2517 | 0.853 | 858 | 22 | 0.467 | 0.675 | 1 | 1 |
| 1004 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 1 | 4 | 3094.000 | 2266 | 0.724 | 1591 | 37 | 0.321 | 0.732 | 0 | 0 |
| 1005 | 51 | F | 2 | Doctorate | Married | Less than $40K | Blue | 41 | 2 | 2 | 3 | 6630.000 | 916 | 0.927 | 842 | 24 | 0.500 | 0.138 | 1 | 1 |
| 1006 | 40 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 22 | 2 | 2 | 3 | 1925.000 | 0 | 0.672 | 781 | 28 | 0.750 | 0.000 | 1 | 1 |
| 1007 | 39 | M | 3 | College | NaN | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 33406.000 | 1692 | 1.242 | 1529 | 30 | 0.875 | 0.051 | 0 | 0 |
| 1008 | 39 | F | 1 | Graduate | Married | abc | Blue | 30 | 3 | 2 | 3 | 2917.000 | 1357 | 1.593 | 2422 | 46 | 0.438 | 0.465 | 0 | 0 |
| 1009 | 60 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 47 | 3 | 3 | 3 | 9452.000 | 2517 | 0.730 | 1825 | 50 | 0.613 | 0.266 | 0 | 1 |
| 1010 | 43 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 2162.000 | 1377 | 0.600 | 1555 | 29 | 0.706 | 0.637 | 0 | 0 |
| 1011 | 31 | M | 2 | Uneducated | Married | Less than $40K | Blue | 18 | 3 | 2 | 4 | 1438.300 | 0 | 1.561 | 2789 | 50 | 1.083 | 0.000 | 0 | 0 |
| 1012 | 55 | M | 1 | Graduate | Single | $120K + | Blue | 42 | 4 | 2 | 3 | 34516.000 | 1478 | 0.967 | 1308 | 41 | 0.414 | 0.043 | 0 | 0 |
| 1013 | 65 | F | 1 | College | Married | Less than $40K | Blue | 54 | 3 | 3 | 3 | 2888.000 | 1134 | 1.479 | 2489 | 54 | 0.742 | 0.393 | 0 | 0 |
| 1014 | 54 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 3 | 3 | 3 | 3947.000 | 1746 | 0.478 | 1110 | 21 | 0.400 | 0.442 | 0 | 0 |
| 1015 | 40 | F | 1 | High School | Married | abc | Blue | 31 | 3 | 3 | 4 | 15970.000 | 1212 | 0.542 | 1260 | 32 | 0.524 | 0.076 | 0 | 0 |
| 1016 | 38 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 4 | 1 | 2 | 1830.000 | 0 | 0.736 | 1741 | 43 | 0.654 | 0.000 | 0 | 1 |
| 1017 | 36 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 29 | 5 | 3 | 3 | 7712.000 | 2517 | 0.676 | 1845 | 40 | 0.739 | 0.326 | 0 | 0 |
| 1018 | 43 | M | 3 | High School | NaN | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 20811.000 | 1425 | 0.382 | 1483 | 38 | 0.520 | 0.068 | 0 | 1 |
| 1019 | 41 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 3 | 3 | 2 | 11789.000 | 1420 | 0.659 | 1463 | 32 | 0.684 | 0.120 | 0 | 0 |
| 1020 | 50 | M | 3 | High School | Divorced | $120K + | Blue | 37 | 3 | 1 | 2 | 3073.000 | 1792 | 1.099 | 1734 | 35 | 1.188 | 0.583 | 0 | 0 |
| 1021 | 48 | M | 3 | College | Married | $80K - $120K | Silver | 36 | 6 | 2 | 2 | 34516.000 | 0 | 0.691 | 1733 | 54 | 0.636 | 0.000 | 0 | 0 |
| 1022 | 39 | M | 4 | NaN | Single | $120K + | Silver | 26 | 6 | 2 | 2 | 34516.000 | 2517 | 0.887 | 1689 | 42 | 1.100 | 0.073 | 0 | 0 |
| 1023 | 55 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 46 | 6 | 2 | 2 | 6725.000 | 2025 | 0.604 | 1865 | 53 | 0.767 | 0.301 | 0 | 0 |
| 1024 | 44 | M | 3 | Graduate | NaN | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2978.000 | 2134 | 0.579 | 1413 | 46 | 0.394 | 0.717 | 0 | 0 |
| 1025 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 34516.000 | 781 | 0.803 | 853 | 12 | 0.091 | 0.023 | 1 | 1 |
| 1026 | 54 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 3 | 1 | 3 | 34516.000 | 854 | 0.928 | 1999 | 54 | 0.800 | 0.025 | 0 | 0 |
| 1027 | 57 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 24545.000 | 1735 | 0.664 | 1671 | 45 | 0.500 | 0.071 | 0 | 0 |
| 1028 | 53 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 46 | 5 | 2 | 3 | 1438.300 | 0 | 0.743 | 2118 | 64 | 0.455 | 0.000 | 0 | 1 |
| 1029 | 41 | F | 4 | Uneducated | Single | Less than $40K | Blue | 31 | 5 | 1 | 2 | 2490.000 | 627 | 0.345 | 1391 | 45 | 0.364 | 0.252 | 0 | 1 |
| 1030 | 39 | M | 1 | Graduate | Single | $120K + | Blue | 24 | 6 | 2 | 4 | 10074.000 | 2517 | 0.770 | 1729 | 52 | 0.926 | 0.250 | 0 | 0 |
| 1031 | 45 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 40 | 3 | 3 | 2 | 2259.000 | 954 | 0.695 | 1393 | 35 | 0.842 | 0.422 | 0 | 0 |
| 1032 | 46 | M | 2 | Graduate | Married | $80K - $120K | Silver | 35 | 6 | 3 | 2 | 34516.000 | 1236 | 0.549 | 1665 | 40 | 0.667 | 0.036 | 0 | 0 |
| 1033 | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 50 | 4 | 2 | 3 | 9519.000 | 1936 | 0.929 | 2489 | 62 | 1.000 | 0.203 | 0 | 0 |
| 1034 | 40 | F | 4 | Graduate | Married | abc | Blue | 36 | 3 | 1 | 2 | 3706.000 | 1043 | 0.384 | 1688 | 38 | 0.583 | 0.281 | 0 | 1 |
| 1035 | 48 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 40 | 6 | 2 | 2 | 4438.000 | 2472 | 0.690 | 1725 | 60 | 0.622 | 0.557 | 0 | 0 |
| 1036 | 56 | F | 3 | High School | Married | $40K - $60K | Blue | 51 | 5 | 2 | 1 | 1438.300 | 0 | 0.597 | 594 | 14 | 0.556 | 0.000 | 1 | 1 |
| 1037 | 33 | F | 4 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 2372.000 | 1887 | 0.800 | 1852 | 55 | 0.618 | 0.796 | 0 | 0 |
| 1038 | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 2 | 4214.000 | 1249 | 0.542 | 1389 | 34 | 0.478 | 0.296 | 0 | 0 |
| 1039 | 62 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 53 | 3 | 1 | 3 | 1438.300 | 0 | 0.699 | 902 | 31 | 0.409 | 0.000 | 0 | 1 |
| 1040 | 33 | F | 0 | Graduate | Married | abc | Blue | 36 | 4 | 2 | 4 | 2613.000 | 1599 | 0.749 | 1387 | 31 | 0.722 | 0.612 | 0 | 0 |
| 1041 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 26 | 6 | 1 | 4 | 4331.000 | 1445 | 1.070 | 2053 | 33 | 1.750 | 0.334 | 0 | 0 |
| 1042 | 46 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 27 | 5 | 1 | 3 | 3665.000 | 1725 | 0.495 | 1881 | 55 | 0.618 | 0.471 | 0 | 0 |
| 1043 | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 6 | 2 | 3 | 1438.300 | 0 | 0.940 | 840 | 20 | 0.818 | 0.000 | 1 | 1 |
| 1044 | 41 | F | 2 | NaN | Single | abc | Blue | 28 | 2 | 1 | 3 | 4411.000 | 2517 | 0.988 | 803 | 15 | 0.875 | 0.571 | 1 | 1 |
| 1045 | 42 | M | 4 | Graduate | NaN | $40K - $60K | Silver | 37 | 3 | 6 | 2 | 15871.000 | 2086 | 0.745 | 1562 | 43 | 0.955 | 0.131 | 0 | 0 |
| 1046 | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 3 | 2 | 3 | 12643.000 | 0 | 0.393 | 787 | 21 | 0.167 | 0.000 | 1 | 1 |
| 1047 | 65 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 6088.000 | 2145 | 1.371 | 2098 | 52 | 0.733 | 0.352 | 0 | 0 |
| 1048 | 36 | M | 3 | Post-Graduate | Married | $120K + | Blue | 27 | 2 | 1 | 2 | 13873.000 | 0 | 0.233 | 694 | 18 | 0.286 | 0.000 | 1 | 1 |
| 1049 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 2 | 3 | 6158.000 | 0 | 1.411 | 3132 | 66 | 0.784 | 0.000 | 0 | 0 |
| 1050 | 51 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 41 | 5 | 3 | 3 | 5638.000 | 808 | 0.781 | 2036 | 50 | 0.613 | 0.143 | 0 | 0 |
| 1051 | 54 | F | 1 | Uneducated | Married | Less than $40K | Blue | 40 | 5 | 2 | 4 | 2178.000 | 1144 | 1.585 | 1724 | 47 | 1.043 | 0.525 | 0 | 0 |
| 1052 | 40 | F | 3 | College | NaN | $40K - $60K | Blue | 22 | 3 | 3 | 3 | 12588.000 | 2005 | 0.996 | 1561 | 26 | 1.000 | 0.159 | 0 | 0 |
| 1053 | 40 | M | 5 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 2 | 4 | 11942.000 | 1651 | 0.598 | 1085 | 29 | 0.208 | 0.138 | 0 | 1 |
| 1054 | 57 | F | 2 | College | Married | Less than $40K | Blue | 44 | 6 | 3 | 2 | 3914.000 | 0 | 0.524 | 1964 | 54 | 0.800 | 0.000 | 0 | 1 |
| 1055 | 57 | M | 4 | Graduate | Married | $80K - $120K | Blue | 49 | 4 | 2 | 4 | 3038.000 | 1410 | 0.644 | 1762 | 34 | 0.700 | 0.464 | 0 | 0 |
| 1056 | 53 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 47 | 3 | 1 | 3 | 5579.000 | 1423 | 0.503 | 1514 | 47 | 1.136 | 0.255 | 0 | 0 |
| 1057 | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 1 | 2 | 18693.000 | 2052 | 0.500 | 1516 | 44 | 0.630 | 0.110 | 0 | 0 |
| 1058 | 28 | M | 0 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 1 | 3 | 2943.000 | 1789 | 1.271 | 2591 | 55 | 0.897 | 0.608 | 0 | 0 |
| 1059 | 38 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 4 | 2 | 3 | 2435.000 | 1888 | 0.922 | 1847 | 39 | 0.696 | 0.775 | 0 | 0 |
| 1060 | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 2077.000 | 1392 | 1.553 | 1629 | 36 | 1.250 | 0.670 | 0 | 0 |
| 1061 | 65 | F | 1 | High School | Married | abc | Blue | 36 | 5 | 2 | 2 | 5756.000 | 0 | 1.046 | 2144 | 44 | 0.630 | 0.000 | 0 | 1 |
| 1062 | 58 | F | 4 | High School | Divorced | abc | Blue | 45 | 4 | 1 | 1 | 21065.000 | 2517 | 0.840 | 1060 | 32 | 0.333 | 0.119 | 1 | 1 |
| 1063 | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 30 | 6 | 3 | 2 | 9428.000 | 1765 | 0.587 | 1457 | 43 | 0.593 | 0.187 | 0 | 0 |
| 1064 | 54 | M | 5 | Graduate | Married | $80K - $120K | Blue | 47 | 4 | 1 | 3 | 6065.000 | 1728 | 0.417 | 1114 | 27 | 0.688 | 0.285 | 0 | 0 |
| 1065 | 39 | F | 4 | Graduate | Married | abc | Blue | 21 | 6 | 1 | 4 | 5024.000 | 1613 | 0.758 | 1925 | 40 | 0.667 | 0.321 | 0 | 0 |
| 1066 | 26 | M | 1 | Graduate | Single | Less than $40K | Blue | 13 | 3 | 3 | 2 | 2174.000 | 1514 | 0.607 | 2510 | 44 | 0.294 | 0.696 | 0 | 0 |
| 1067 | 60 | M | 1 | NaN | Married | $60K - $80K | Blue | 54 | 5 | 3 | 3 | 3398.000 | 2341 | 0.714 | 1169 | 31 | 0.409 | 0.689 | 0 | 0 |
| 1068 | 35 | F | 2 | High School | Married | abc | Blue | 36 | 3 | 2 | 4 | 4319.000 | 1151 | 0.594 | 1852 | 47 | 0.424 | 0.266 | 0 | 0 |
| 1069 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 3673.000 | 2292 | 0.637 | 1257 | 34 | 0.545 | 0.624 | 0 | 0 |
| 1070 | 47 | M | 4 | NaN | NaN | $60K - $80K | Blue | 39 | 5 | 2 | 2 | 1815.000 | 740 | 1.124 | 1931 | 67 | 0.718 | 0.408 | 0 | 0 |
| 1071 | 53 | F | 3 | High School | Married | abc | Blue | 45 | 5 | 1 | 3 | 2495.000 | 1354 | 0.623 | 1311 | 31 | 0.476 | 0.543 | 0 | 0 |
| 1072 | 55 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 34516.000 | 2102 | 0.912 | 1612 | 33 | 0.737 | 0.061 | 0 | 0 |
| 1073 | 50 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 43 | 3 | 1 | 3 | 3368.000 | 844 | 0.838 | 2022 | 59 | 0.686 | 0.251 | 0 | 0 |
| 1074 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 28 | 3 | 2 | 2 | 7225.000 | 0 | 0.419 | 738 | 16 | 0.231 | 0.000 | 1 | 1 |
| 1075 | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 3 | 4 | 5202.000 | 815 | 1.108 | 1558 | 48 | 0.778 | 0.157 | 0 | 0 |
| 1076 | 39 | F | 2 | NaN | Single | Less than $40K | Blue | 29 | 6 | 2 | 4 | 1923.000 | 845 | 0.587 | 1670 | 37 | 0.682 | 0.439 | 0 | 0 |
| 1077 | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 6929.000 | 1691 | 0.534 | 1388 | 27 | 0.929 | 0.244 | 0 | 0 |
| 1078 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 4364.000 | 1507 | 1.050 | 1392 | 38 | 1.375 | 0.345 | 0 | 0 |
| 1079 | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 2400.000 | 1613 | 0.629 | 1311 | 34 | 0.417 | 0.672 | 0 | 0 |
| 1080 | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 25878.000 | 1733 | 0.438 | 1777 | 54 | 0.862 | 0.067 | 0 | 0 |
| 1081 | 44 | M | 5 | Graduate | Married | $120K + | Blue | 24 | 4 | 1 | 4 | 11876.000 | 1926 | 0.510 | 1367 | 33 | 0.737 | 0.162 | 0 | 0 |
| 1082 | 49 | F | 5 | Post-Graduate | NaN | $40K - $60K | Blue | 39 | 3 | 1 | 4 | 4568.000 | 0 | 0.979 | 1431 | 27 | 0.688 | 0.000 | 0 | 0 |
| 1083 | 41 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 4 | 2 | 2 | 4740.000 | 1348 | 0.472 | 1406 | 23 | 0.533 | 0.284 | 0 | 0 |
| 1084 | 49 | F | 2 | NaN | NaN | $40K - $60K | Blue | 42 | 6 | 1 | 4 | 4949.000 | 1495 | 0.791 | 3597 | 64 | 0.684 | 0.302 | 0 | 0 |
| 1085 | 45 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 4 | 11189.000 | 2517 | 2.041 | 2959 | 58 | 1.231 | 0.225 | 0 | 0 |
| 1086 | 44 | M | 4 | NaN | Married | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.000 | 1197 | 0.669 | 1594 | 43 | 1.150 | 0.035 | 0 | 0 |
| 1087 | 65 | M | 2 | Graduate | Married | abc | Blue | 55 | 3 | 2 | 2 | 6099.000 | 2175 | 0.582 | 1319 | 34 | 0.545 | 0.357 | 0 | 0 |
| 1088 | 35 | M | 3 | College | Married | $80K - $120K | Blue | 27 | 3 | 2 | 3 | 3575.000 | 1884 | 0.384 | 861 | 15 | 1.500 | 0.527 | 1 | 1 |
| 1089 | 26 | M | 0 | High School | Single | abc | Blue | 36 | 5 | 2 | 3 | 3184.000 | 1421 | 0.712 | 2253 | 59 | 0.439 | 0.446 | 0 | 0 |
| 1090 | 38 | M | 1 | High School | Married | $80K - $120K | Blue | 24 | 4 | 3 | 2 | 13363.000 | 1230 | 0.688 | 1815 | 33 | 0.435 | 0.092 | 0 | 0 |
| 1091 | 65 | M | 0 | NaN | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2163.000 | 932 | 1.127 | 2229 | 57 | 0.839 | 0.431 | 0 | 0 |
| 1092 | 58 | M | 3 | College | Married | $120K + | Blue | 54 | 5 | 1 | 4 | 3452.000 | 2088 | 0.768 | 1008 | 21 | 0.400 | 0.605 | 0 | 1 |
| 1093 | 47 | F | 5 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 2 | 2 | 4466.000 | 777 | 1.020 | 1757 | 59 | 0.595 | 0.174 | 0 | 0 |
| 1094 | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 1 | 4 | 3030.000 | 2517 | 0.785 | 1805 | 44 | 0.467 | 0.831 | 0 | 0 |
| 1095 | 54 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 39 | 3 | 1 | 3 | 2112.000 | 1594 | 1.204 | 1338 | 29 | 2.222 | 0.755 | 0 | 0 |
| 1096 | 35 | F | 1 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 1 | 2 | 7583.000 | 1619 | 1.468 | 2229 | 53 | 1.208 | 0.214 | 0 | 0 |
| 1097 | 47 | M | 5 | Graduate | Single | $120K + | Blue | 27 | 5 | 3 | 4 | 11760.000 | 2306 | 0.616 | 1498 | 49 | 0.960 | 0.196 | 0 | 0 |
| 1098 | 35 | M | 3 | College | Married | $60K - $80K | Blue | 17 | 3 | 3 | 2 | 2259.000 | 1776 | 1.292 | 1790 | 31 | 0.824 | 0.786 | 0 | 0 |
| 1099 | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 19762.000 | 507 | 0.850 | 2793 | 67 | 0.595 | 0.026 | 0 | 0 |
| 1100 | 36 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 17 | 5 | 2 | 4 | 2803.000 | 1848 | 0.614 | 1968 | 64 | 0.524 | 0.659 | 0 | 0 |
| 1101 | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 25666.000 | 756 | 0.690 | 4088 | 84 | 0.867 | 0.029 | 0 | 0 |
| 1102 | 44 | F | 3 | College | Single | Less than $40K | Blue | 24 | 5 | 1 | 4 | 9297.000 | 1668 | 0.521 | 1264 | 31 | 0.632 | 0.179 | 0 | 0 |
| 1103 | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 1 | 2 | 2999.000 | 1247 | 0.962 | 2017 | 40 | 0.600 | 0.416 | 0 | 0 |
| 1104 | 64 | M | 0 | Doctorate | Married | $40K - $60K | Blue | 56 | 3 | 2 | 2 | 4234.000 | 1893 | 0.585 | 1439 | 42 | 0.355 | 0.447 | 0 | 0 |
| 1105 | 34 | F | 1 | Graduate | Single | Less than $40K | Gold | 28 | 4 | 3 | 2 | 15987.000 | 0 | 1.494 | 2327 | 65 | 0.806 | 0.000 | 0 | 0 |
| 1106 | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 5 | 3 | 16435.000 | 0 | 0.676 | 1721 | 56 | 0.514 | 0.000 | 0 | 1 |
| 1107 | 37 | M | 4 | High School | Married | $60K - $80K | Blue | 24 | 3 | 1 | 4 | 5335.000 | 2145 | 0.879 | 1888 | 43 | 0.433 | 0.402 | 0 | 0 |
| 1108 | 65 | M | 1 | High School | Married | $40K - $60K | Blue | 53 | 3 | 3 | 3 | 3506.000 | 1604 | 0.574 | 1953 | 61 | 0.649 | 0.458 | 0 | 0 |
| 1109 | 53 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 2 | 3610.000 | 1629 | 0.821 | 1652 | 40 | 0.481 | 0.451 | 0 | 0 |
| 1110 | 32 | M | 0 | High School | Married | $40K - $60K | Blue | 28 | 5 | 1 | 2 | 3172.000 | 2055 | 0.663 | 1939 | 36 | 0.636 | 0.648 | 0 | 0 |
| 1111 | 44 | M | 5 | NaN | Single | $80K - $120K | Blue | 34 | 6 | 2 | 3 | 8206.000 | 763 | 0.870 | 1715 | 43 | 0.720 | 0.093 | 0 | 0 |
| 1112 | 65 | M | 0 | Graduate | Married | Less than $40K | Blue | 46 | 3 | 2 | 2 | 2416.000 | 1499 | 0.905 | 2372 | 53 | 0.514 | 0.620 | 0 | 1 |
| 1113 | 60 | M | 0 | Graduate | Married | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2458.000 | 1880 | 0.759 | 1238 | 30 | 0.579 | 0.765 | 0 | 0 |
| 1114 | 27 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1677.000 | 1598 | 0.994 | 2389 | 43 | 0.536 | 0.953 | 0 | 1 |
| 1115 | 52 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 45 | 4 | 1 | 4 | 11819.000 | 929 | 0.773 | 2431 | 46 | 0.484 | 0.079 | 0 | 1 |
| 1116 | 42 | M | 4 | High School | NaN | $80K - $120K | Gold | 37 | 5 | 1 | 2 | 34516.000 | 1797 | 1.314 | 1534 | 30 | 0.875 | 0.052 | 0 | 0 |
| 1117 | 29 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1459.000 | 590 | 1.164 | 2229 | 52 | 1.080 | 0.404 | 0 | 0 |
| 1118 | 29 | M | 0 | High School | Married | $40K - $60K | Blue | 13 | 4 | 1 | 4 | 1458.000 | 671 | 1.583 | 2449 | 56 | 0.931 | 0.460 | 0 | 0 |
| 1119 | 38 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 3 | 2 | 2 | 1438.300 | 0 | 0.846 | 1999 | 39 | 0.560 | 0.000 | 0 | 1 |
| 1120 | 36 | M | 2 | Graduate | Married | $40K - $60K | Blue | 18 | 3 | 1 | 3 | 7758.000 | 1408 | 0.365 | 569 | 23 | 0.643 | 0.181 | 1 | 1 |
| 1121 | 40 | F | 2 | Post-Graduate | Married | Less than $40K | Silver | 30 | 4 | 2 | 2 | 10836.000 | 1932 | 0.563 | 1293 | 31 | 0.824 | 0.178 | 0 | 0 |
| 1122 | 47 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 5062.000 | 1996 | 0.591 | 1314 | 40 | 0.429 | 0.394 | 0 | 0 |
| 1123 | 36 | F | 3 | High School | Married | abc | Blue | 30 | 6 | 2 | 2 | 3399.000 | 2173 | 0.795 | 1571 | 34 | 1.000 | 0.639 | 0 | 0 |
| 1124 | 26 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2212.000 | 1670 | 0.777 | 2520 | 51 | 0.545 | 0.755 | 0 | 0 |
| 1125 | 43 | F | 2 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 3186.000 | 2470 | 0.580 | 1531 | 37 | 0.233 | 0.775 | 0 | 0 |
| 1126 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 3 | 5927.000 | 2320 | 0.544 | 1558 | 46 | 0.643 | 0.391 | 0 | 0 |
| 1127 | 49 | M | 2 | NaN | Single | $60K - $80K | Blue | 34 | 4 | 1 | 4 | 5176.000 | 0 | 0.838 | 1902 | 56 | 0.931 | 0.000 | 0 | 0 |
| 1128 | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 1 | 3 | 3126.000 | 0 | 0.824 | 1388 | 41 | 0.464 | 0.000 | 0 | 0 |
| 1129 | 34 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 21 | 6 | 4 | 2 | 4670.000 | 0 | 0.883 | 2256 | 56 | 0.600 | 0.000 | 0 | 0 |
| 1130 | 53 | F | 2 | Uneducated | Married | abc | Blue | 36 | 4 | 3 | 3 | 2162.000 | 1592 | 0.547 | 1736 | 42 | 0.615 | 0.736 | 0 | 0 |
| 1131 | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 42 | 4 | 1 | 2 | 10155.000 | 1805 | 0.673 | 1685 | 49 | 0.815 | 0.178 | 0 | 0 |
| 1132 | 53 | M | 4 | High School | Married | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 15242.000 | 1170 | 0.496 | 1876 | 57 | 0.500 | 0.077 | 0 | 1 |
| 1133 | 48 | M | 3 | Doctorate | Divorced | $120K + | Blue | 36 | 4 | 3 | 2 | 34516.000 | 2517 | 0.697 | 1699 | 48 | 0.846 | 0.073 | 0 | 0 |
| 1134 | 32 | F | 2 | Graduate | Single | Less than $40K | Blue | 17 | 5 | 1 | 2 | 1438.300 | 1228 | 1.132 | 2580 | 67 | 0.971 | 0.854 | 0 | 0 |
| 1135 | 38 | M | 4 | High School | Single | $80K - $120K | Gold | 36 | 6 | 1 | 3 | 34516.000 | 1140 | 0.815 | 1445 | 45 | 0.957 | 0.033 | 0 | 0 |
| 1136 | 43 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 1 | 3 | 16043.000 | 2036 | 0.700 | 1394 | 28 | 0.750 | 0.127 | 0 | 0 |
| 1137 | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 3 | 2 | 3181.000 | 2517 | 0.595 | 818 | 16 | 0.455 | 0.791 | 1 | 1 |
| 1138 | 58 | M | 3 | Graduate | Married | $120K + | Blue | 47 | 3 | 1 | 2 | 27088.000 | 0 | 0.581 | 1135 | 24 | 0.846 | 0.000 | 0 | 1 |
| 1139 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5688.000 | 914 | 1.099 | 1824 | 53 | 1.038 | 0.161 | 0 | 0 |
| 1140 | 51 | M | 4 | High School | Married | $60K - $80K | Blue | 38 | 5 | 2 | 3 | 10462.000 | 1824 | 0.736 | 1267 | 31 | 0.550 | 0.174 | 0 | 0 |
| 1141 | 62 | F | 1 | High School | Married | $40K - $60K | Blue | 53 | 2 | 1 | 1 | 5249.000 | 0 | 0.758 | 1315 | 31 | 0.722 | 0.000 | 1 | 1 |
| 1142 | 38 | M | 0 | NaN | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 2 | 5155.000 | 684 | 0.588 | 1555 | 37 | 0.480 | 0.133 | 0 | 0 |
| 1143 | 33 | M | 1 | Uneducated | Married | $120K + | Blue | 16 | 6 | 1 | 3 | 10705.000 | 1352 | 1.171 | 2434 | 58 | 0.812 | 0.126 | 0 | 0 |
| 1144 | 54 | M | 3 | High School | Single | $80K - $120K | Blue | 47 | 3 | 1 | 2 | 16494.000 | 1348 | 0.759 | 1302 | 36 | 0.385 | 0.082 | 0 | 0 |
| 1145 | 37 | F | 1 | Graduate | Married | $40K - $60K | Blue | 30 | 5 | 3 | 4 | 6469.000 | 2351 | 1.018 | 1717 | 50 | 0.667 | 0.363 | 0 | 0 |
| 1146 | 30 | M | 0 | NaN | Married | $60K - $80K | Blue | 23 | 3 | 3 | 2 | 5146.000 | 1773 | 0.879 | 1509 | 45 | 0.667 | 0.345 | 0 | 0 |
| 1147 | 61 | M | 0 | High School | Married | $80K - $120K | Blue | 50 | 4 | 1 | 3 | 2800.000 | 2448 | 0.549 | 1433 | 40 | 0.481 | 0.874 | 0 | 0 |
| 1148 | 49 | M | 5 | NaN | Single | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 5159.000 | 1532 | 0.787 | 1826 | 37 | 0.609 | 0.297 | 0 | 0 |
| 1149 | 56 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 46 | 5 | 2 | 4 | 5248.000 | 1816 | 0.696 | 2305 | 45 | 0.731 | 0.346 | 0 | 1 |
| 1150 | 51 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 46 | 5 | 3 | 2 | 5881.000 | 2005 | 0.659 | 1931 | 56 | 0.806 | 0.341 | 0 | 0 |
| 1151 | 44 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1467.000 | 896 | 0.692 | 1731 | 54 | 0.500 | 0.611 | 0 | 0 |
| 1152 | 64 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 52 | 6 | 2 | 2 | 4999.000 | 2299 | 0.716 | 1601 | 48 | 0.500 | 0.460 | 0 | 0 |
| 1153 | 46 | F | 3 | High School | Married | abc | Blue | 36 | 5 | 2 | 2 | 4668.000 | 0 | 0.890 | 1612 | 47 | 1.474 | 0.000 | 0 | 0 |
| 1154 | 39 | F | 2 | Post-Graduate | NaN | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.300 | 0 | 0.700 | 1338 | 28 | 0.867 | 0.000 | 0 | 0 |
| 1155 | 38 | F | 1 | Uneducated | Single | Less than $40K | Blue | 27 | 6 | 3 | 4 | 8638.000 | 0 | 0.489 | 1295 | 29 | 0.381 | 0.000 | 0 | 1 |
| 1156 | 53 | M | 1 | Uneducated | Married | $120K + | Blue | 45 | 5 | 1 | 3 | 9343.000 | 1286 | 0.712 | 1385 | 31 | 0.722 | 0.138 | 0 | 0 |
| 1157 | 35 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 21 | 3 | 1 | 3 | 2256.000 | 775 | 0.879 | 1749 | 33 | 0.435 | 0.344 | 0 | 0 |
| 1158 | 26 | M | 0 | College | Single | $60K - $80K | Blue | 15 | 5 | 1 | 2 | 8267.000 | 1720 | 0.633 | 1917 | 37 | 0.480 | 0.208 | 0 | 0 |
| 1159 | 32 | M | 2 | High School | Single | $40K - $60K | Blue | 20 | 6 | 3 | 4 | 2235.000 | 1638 | 0.912 | 2905 | 56 | 0.806 | 0.733 | 0 | 0 |
| 1160 | 36 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 16 | 5 | 3 | 2 | 3735.000 | 2027 | 0.790 | 1672 | 48 | 0.655 | 0.543 | 0 | 0 |
| 1161 | 48 | M | 2 | College | Married | $80K - $120K | Blue | 38 | 2 | 2 | 3 | 2111.000 | 0 | 0.531 | 773 | 17 | 0.133 | 0.000 | 1 | 1 |
| 1162 | 55 | M | 2 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 10604.000 | 1988 | 0.644 | 1578 | 30 | 0.579 | 0.187 | 0 | 0 |
| 1163 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 5 | 3 | 2 | 21782.000 | 1006 | 0.654 | 1537 | 35 | 0.591 | 0.046 | 0 | 0 |
| 1164 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2133.000 | 1469 | 0.831 | 1426 | 37 | 0.682 | 0.689 | 0 | 0 |
| 1165 | 58 | F | 1 | Doctorate | Single | $40K - $60K | Silver | 47 | 5 | 2 | 4 | 16677.000 | 1590 | 0.885 | 1410 | 37 | 0.609 | 0.095 | 0 | 0 |
| 1166 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2717.000 | 1591 | 1.596 | 2064 | 33 | 1.062 | 0.586 | 0 | 0 |
| 1167 | 60 | M | 1 | Graduate | Single | Less than $40K | Blue | 48 | 5 | 3 | 3 | 3980.000 | 930 | 0.720 | 4449 | 82 | 0.608 | 0.234 | 0 | 0 |
| 1168 | 55 | M | 3 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 8411.000 | 979 | 1.029 | 990 | 22 | 0.375 | 0.116 | 1 | 1 |
| 1169 | 43 | F | 3 | College | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2227.000 | 1394 | 1.481 | 1972 | 41 | 0.864 | 0.626 | 0 | 0 |
| 1170 | 35 | M | 3 | Post-Graduate | Single | $80K - $120K | Silver | 29 | 5 | 3 | 2 | 34516.000 | 1872 | 1.068 | 2227 | 61 | 1.103 | 0.054 | 0 | 0 |
| 1171 | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1860.000 | 0 | 0.992 | 1731 | 29 | 0.611 | 0.000 | 0 | 1 |
| 1172 | 48 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 35 | 5 | 1 | 3 | 2829.000 | 2342 | 0.991 | 1561 | 41 | 1.050 | 0.828 | 0 | 0 |
| 1173 | 38 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3764.000 | 0 | 0.583 | 1572 | 57 | 0.357 | 0.000 | 0 | 0 |
| 1174 | 43 | M | 3 | College | Single | $40K - $60K | Blue | 23 | 6 | 2 | 2 | 4559.000 | 1664 | 0.871 | 1652 | 37 | 0.609 | 0.365 | 0 | 0 |
| 1175 | 36 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 4 | 4701.000 | 1492 | 0.805 | 1679 | 32 | 0.455 | 0.317 | 0 | 0 |
| 1176 | 34 | M | 2 | College | Married | $80K - $120K | Blue | 22 | 4 | 2 | 4 | 1631.000 | 0 | 1.893 | 2962 | 57 | 1.111 | 0.000 | 0 | 0 |
| 1177 | 39 | F | 2 | NaN | Married | abc | Blue | 36 | 4 | 3 | 4 | 8096.000 | 1474 | 0.789 | 1794 | 41 | 0.783 | 0.182 | 0 | 0 |
| 1178 | 43 | F | 2 | College | Single | Less than $40K | Blue | 29 | 5 | 1 | 2 | 2304.000 | 1589 | 0.872 | 1273 | 36 | 0.895 | 0.690 | 0 | 0 |
| 1179 | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5210.000 | 0 | 0.531 | 1309 | 45 | 0.607 | 0.000 | 0 | 1 |
| 1180 | 44 | M | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 5 | 2 | 3 | 5452.000 | 2091 | 0.813 | 1347 | 30 | 0.500 | 0.384 | 0 | 0 |
| 1181 | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 3 | 7475.000 | 1473 | 0.775 | 1592 | 30 | 0.429 | 0.197 | 0 | 0 |
| 1182 | 62 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 5 | 3 | 3 | 2359.000 | 1242 | 1.043 | 2021 | 50 | 0.613 | 0.526 | 0 | 0 |
| 1183 | 30 | M | 0 | NaN | Single | $80K - $120K | Blue | 25 | 5 | 2 | 2 | 4237.000 | 1676 | 0.786 | 2465 | 88 | 0.725 | 0.396 | 0 | 0 |
| 1184 | 39 | M | 3 | NaN | Married | $80K - $120K | Blue | 33 | 6 | 6 | 4 | 18582.000 | 794 | 0.717 | 1836 | 46 | 0.586 | 0.043 | 0 | 0 |
| 1185 | 53 | F | 3 | High School | NaN | Less than $40K | Blue | 37 | 3 | 2 | 4 | 7202.000 | 974 | 0.517 | 1397 | 33 | 0.500 | 0.135 | 0 | 0 |
| 1186 | 64 | F | 1 | High School | Married | $40K - $60K | Blue | 56 | 4 | 2 | 4 | 1438.300 | 0 | 0.693 | 1417 | 35 | 0.591 | 0.000 | 0 | 1 |
| 1187 | 51 | F | 4 | Graduate | Single | abc | Blue | 34 | 3 | 1 | 2 | 11221.000 | 1279 | 1.116 | 1564 | 45 | 1.647 | 0.114 | 0 | 0 |
| 1188 | 32 | M | 1 | Graduate | Single | abc | Blue | 26 | 6 | 3 | 4 | 18889.000 | 1880 | 0.702 | 2979 | 55 | 0.774 | 0.100 | 0 | 0 |
| 1189 | 52 | M | 1 | College | Married | $80K - $120K | Blue | 48 | 4 | 3 | 3 | 2066.000 | 1601 | 0.742 | 1578 | 41 | 0.414 | 0.775 | 0 | 0 |
| 1190 | 43 | M | 2 | High School | Divorced | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 34516.000 | 1075 | 0.727 | 3015 | 65 | 0.477 | 0.031 | 0 | 0 |
| 1191 | 40 | M | 5 | Graduate | Single | $60K - $80K | Blue | 27 | 6 | 1 | 2 | 2742.000 | 1416 | 0.761 | 1539 | 38 | 1.111 | 0.516 | 0 | 0 |
| 1192 | 54 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 4 | 1 | 4 | 20050.000 | 1225 | 0.907 | 1306 | 26 | 0.238 | 0.061 | 0 | 0 |
| 1193 | 34 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 4 | 1 | 3 | 3046.000 | 2279 | 0.611 | 2330 | 69 | 0.643 | 0.748 | 0 | 0 |
| 1194 | 33 | F | 1 | High School | Single | Less than $40K | Blue | 25 | 6 | 3 | 4 | 6193.000 | 695 | 0.632 | 2456 | 69 | 0.725 | 0.112 | 0 | 0 |
| 1195 | 36 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 5 | 3 | 3 | 5634.000 | 1996 | 1.589 | 2366 | 49 | 0.690 | 0.354 | 0 | 0 |
| 1196 | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 50 | 6 | 2 | 4 | 4507.000 | 1574 | 0.744 | 1793 | 38 | 0.652 | 0.349 | 0 | 0 |
| 1197 | 43 | M | 3 | High School | Single | $40K - $60K | Blue | 33 | 5 | 2 | 3 | 3040.000 | 2517 | 0.493 | 1598 | 31 | 0.476 | 0.828 | 0 | 1 |
| 1198 | 53 | M | 0 | Graduate | Married | $120K + | Blue | 33 | 4 | 3 | 3 | 21006.000 | 1905 | 0.701 | 1856 | 57 | 0.781 | 0.091 | 0 | 0 |
| 1199 | 48 | F | 3 | College | Single | Less than $40K | Blue | 38 | 3 | 3 | 4 | 7326.000 | 1710 | 1.171 | 1852 | 62 | 1.000 | 0.233 | 0 | 0 |
| 1200 | 39 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3651.000 | 0 | 0.977 | 862 | 19 | 1.111 | 0.000 | 1 | 1 |
| 1201 | 57 | F | 1 | NaN | Married | Less than $40K | Blue | 47 | 4 | 1 | 3 | 3416.000 | 2468 | 0.598 | 1536 | 42 | 0.556 | 0.722 | 0 | 0 |
| 1202 | 51 | F | 3 | Uneducated | Married | abc | Blue | 36 | 3 | 3 | 2 | 3664.000 | 0 | 0.839 | 1168 | 31 | 0.409 | 0.000 | 1 | 1 |
| 1203 | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 42 | 6 | 1 | 3 | 6085.000 | 930 | 1.307 | 3154 | 59 | 0.967 | 0.153 | 0 | 0 |
| 1204 | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 5 | 3 | 2 | 22332.000 | 1748 | 0.841 | 1318 | 28 | 0.647 | 0.078 | 0 | 0 |
| 1205 | 26 | F | 0 | NaN | Single | Less than $40K | Blue | 13 | 4 | 2 | 4 | 2063.000 | 1390 | 0.877 | 2602 | 42 | 0.556 | 0.674 | 0 | 0 |
| 1206 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 5 | 3 | 3 | 4429.000 | 0 | 1.065 | 1970 | 40 | 0.818 | 0.000 | 0 | 0 |
| 1207 | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 26 | 6 | 3 | 2 | 3991.000 | 1982 | 0.748 | 1661 | 35 | 0.944 | 0.497 | 0 | 0 |
| 1208 | 46 | F | 3 | Doctorate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2201.000 | 651 | 0.825 | 3165 | 65 | 0.585 | 0.296 | 0 | 0 |
| 1209 | 48 | M | 4 | College | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2852.000 | 736 | 0.386 | 1382 | 40 | 0.290 | 0.258 | 0 | 1 |
| 1210 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 37 | 6 | 3 | 3 | 9723.000 | 2459 | 0.444 | 1258 | 24 | 1.000 | 0.253 | 0 | 0 |
| 1211 | 35 | M | 4 | High School | Married | $40K - $60K | Blue | 27 | 6 | 2 | 3 | 5325.000 | 1318 | 1.045 | 1814 | 43 | 0.593 | 0.248 | 0 | 0 |
| 1212 | 65 | F | 0 | NaN | Married | $40K - $60K | Blue | 56 | 3 | 2 | 4 | 7427.000 | 1303 | 0.610 | 1596 | 42 | 0.909 | 0.175 | 0 | 0 |
| 1213 | 53 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 5619.000 | 1310 | 1.276 | 1816 | 30 | 1.143 | 0.233 | 0 | 0 |
| 1214 | 54 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 3 | 1 | 3 | 5413.000 | 1836 | 0.766 | 1164 | 43 | 0.593 | 0.339 | 0 | 0 |
| 1215 | 64 | F | 0 | Graduate | Married | abc | Blue | 36 | 3 | 1 | 3 | 7646.000 | 1010 | 0.421 | 1667 | 47 | 0.469 | 0.132 | 0 | 1 |
| 1216 | 39 | F | 3 | Graduate | Divorced | abc | Blue | 30 | 3 | 3 | 2 | 2420.000 | 1422 | 0.731 | 1362 | 24 | 0.714 | 0.588 | 0 | 0 |
| 1217 | 50 | M | 0 | High School | Married | $80K - $120K | Blue | 30 | 3 | 4 | 2 | 4252.000 | 0 | 0.478 | 1598 | 45 | 0.324 | 0.000 | 0 | 1 |
| 1218 | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 5 | 2 | 4 | 2031.000 | 1069 | 0.870 | 1943 | 47 | 0.621 | 0.526 | 0 | 0 |
| 1219 | 38 | F | 4 | Graduate | Married | abc | Blue | 28 | 4 | 1 | 2 | 6861.000 | 1598 | 2.103 | 2228 | 39 | 0.950 | 0.233 | 0 | 0 |
| 1220 | 39 | M | 1 | High School | Married | $80K - $120K | Blue | 28 | 4 | 2 | 4 | 3327.000 | 0 | 1.089 | 1665 | 36 | 0.636 | 0.000 | 0 | 0 |
| 1221 | 53 | M | 1 | NaN | Married | $40K - $60K | Blue | 41 | 5 | 1 | 3 | 2885.000 | 1433 | 1.017 | 1170 | 23 | 0.769 | 0.497 | 0 | 0 |
| 1222 | 53 | M | 2 | High School | Married | $120K + | Blue | 41 | 4 | 3 | 3 | 7272.000 | 2037 | 0.795 | 2333 | 56 | 0.697 | 0.280 | 0 | 0 |
| 1223 | 32 | M | 1 | College | Divorced | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 34516.000 | 0 | 0.845 | 2305 | 60 | 0.714 | 0.000 | 0 | 0 |
| 1224 | 57 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 5 | 3 | 3 | 2515.000 | 1922 | 1.181 | 2231 | 58 | 0.611 | 0.764 | 0 | 0 |
| 1225 | 65 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2798.000 | 1806 | 0.765 | 1543 | 35 | 0.591 | 0.645 | 0 | 0 |
| 1226 | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 53 | 5 | 2 | 4 | 34516.000 | 2099 | 0.629 | 1233 | 26 | 0.857 | 0.061 | 0 | 0 |
| 1227 | 65 | F | 0 | College | Married | Less than $40K | Blue | 56 | 6 | 1 | 2 | 1438.300 | 680 | 0.512 | 2283 | 55 | 0.571 | 0.473 | 0 | 1 |
| 1228 | 65 | M | 0 | High School | Single | Less than $40K | Silver | 56 | 4 | 2 | 4 | 12609.000 | 2517 | 0.833 | 2121 | 49 | 0.531 | 0.200 | 0 | 1 |
| 1229 | 55 | M | 2 | College | Married | $80K - $120K | Blue | 50 | 4 | 2 | 4 | 19159.000 | 2108 | 0.690 | 1813 | 52 | 0.576 | 0.110 | 0 | 0 |
| 1230 | 54 | M | 1 | College | Married | $80K - $120K | Blue | 42 | 4 | 1 | 4 | 9642.000 | 2517 | 0.614 | 1401 | 35 | 0.458 | 0.261 | 0 | 0 |
| 1231 | 44 | M | 4 | High School | Single | $120K + | Blue | 37 | 5 | 3 | 3 | 8396.000 | 1672 | 0.602 | 1475 | 35 | 0.750 | 0.199 | 0 | 0 |
| 1232 | 58 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 50 | 5 | 3 | 2 | 6978.000 | 1148 | 1.645 | 1362 | 26 | 1.000 | 0.165 | 0 | 0 |
| 1233 | 53 | F | 1 | College | Married | $40K - $60K | Blue | 47 | 3 | 3 | 4 | 2459.000 | 1733 | 1.216 | 2309 | 62 | 0.632 | 0.705 | 0 | 0 |
| 1234 | 33 | F | 1 | High School | Single | Less than $40K | Silver | 24 | 5 | 2 | 2 | 12956.000 | 0 | 1.053 | 2492 | 56 | 0.931 | 0.000 | 0 | 0 |
| 1235 | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 4 | 7128.000 | 1560 | 0.573 | 1468 | 44 | 0.760 | 0.219 | 0 | 0 |
| 1236 | 51 | M | 1 | NaN | Single | $80K - $120K | Blue | 41 | 6 | 2 | 2 | 18749.000 | 1314 | 0.711 | 1381 | 33 | 0.435 | 0.070 | 0 | 0 |
| 1237 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 3 | 2 | 2193.000 | 1260 | 0.886 | 1799 | 47 | 0.567 | 0.575 | 0 | 0 |
| 1238 | 57 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 4522.000 | 1861 | 0.957 | 1806 | 38 | 0.727 | 0.412 | 0 | 0 |
| 1239 | 36 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 28 | 3 | 1 | 4 | 2157.000 | 574 | 0.825 | 1663 | 33 | 0.320 | 0.266 | 0 | 0 |
| 1240 | 35 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 3 | 1 | 2 | 11927.000 | 675 | 0.574 | 1986 | 36 | 0.636 | 0.057 | 0 | 1 |
| 1241 | 55 | F | 2 | NaN | Married | abc | Blue | 50 | 6 | 1 | 4 | 11341.000 | 0 | 0.412 | 1731 | 46 | 0.586 | 0.000 | 0 | 1 |
| 1242 | 57 | F | 4 | Doctorate | Married | abc | Blue | 47 | 4 | 3 | 3 | 7345.000 | 1814 | 0.472 | 1390 | 30 | 0.250 | 0.247 | 0 | 0 |
| 1243 | 56 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 51 | 3 | 3 | 4 | 6036.000 | 1409 | 0.560 | 1741 | 45 | 0.364 | 0.233 | 0 | 0 |
| 1244 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 27 | 6 | 1 | 3 | 2096.000 | 1567 | 0.778 | 1559 | 49 | 1.042 | 0.748 | 0 | 0 |
| 1245 | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 1 | 3 | 1906.000 | 1271 | 0.574 | 1343 | 37 | 0.682 | 0.667 | 0 | 0 |
| 1246 | 48 | M | 2 | NaN | NaN | $80K - $120K | Blue | 35 | 5 | 2 | 4 | 5039.000 | 0 | 0.757 | 1390 | 23 | 0.769 | 0.000 | 0 | 0 |
| 1247 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 2 | 1 | 2 | 6214.000 | 1147 | 0.861 | 938 | 35 | 0.750 | 0.185 | 1 | 1 |
| 1248 | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1512.000 | 810 | 1.294 | 2558 | 44 | 0.571 | 0.536 | 0 | 1 |
| 1249 | 47 | M | 2 | Uneducated | Married | $80K - $120K | Silver | 38 | 4 | 3 | 4 | 34516.000 | 733 | 1.229 | 3018 | 60 | 0.538 | 0.021 | 0 | 0 |
| 1250 | 60 | F | 1 | College | Married | Less than $40K | Blue | 53 | 4 | 3 | 3 | 3346.000 | 922 | 0.913 | 1276 | 21 | 0.750 | 0.276 | 0 | 0 |
| 1251 | 54 | M | 3 | College | Single | $120K + | Blue | 49 | 3 | 2 | 3 | 34516.000 | 0 | 1.203 | 2115 | 24 | 0.263 | 0.000 | 1 | 1 |
| 1252 | 37 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 6660.000 | 1362 | 1.360 | 2660 | 51 | 0.759 | 0.205 | 0 | 0 |
| 1253 | 32 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 20 | 5 | 2 | 3 | 2234.000 | 1865 | 0.732 | 2115 | 59 | 0.439 | 0.835 | 0 | 0 |
| 1254 | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 4 | 2 | 9671.000 | 704 | 0.699 | 2955 | 66 | 0.941 | 0.073 | 0 | 0 |
| 1255 | 53 | F | 1 | College | Single | $40K - $60K | Blue | 47 | 5 | 3 | 2 | 6605.000 | 1479 | 0.739 | 2017 | 47 | 0.679 | 0.224 | 0 | 1 |
| 1256 | 43 | M | 2 | High School | Divorced | $80K - $120K | Blue | 33 | 4 | 3 | 2 | 3083.000 | 1898 | 1.042 | 1448 | 30 | 2.000 | 0.616 | 0 | 0 |
| 1257 | 49 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 1 | 2 | 5456.000 | 951 | 0.737 | 1096 | 27 | 0.588 | 0.174 | 1 | 1 |
| 1258 | 38 | F | 4 | NaN | Single | abc | Blue | 14 | 4 | 1 | 2 | 4394.000 | 0 | 0.889 | 1538 | 43 | 0.536 | 0.000 | 0 | 1 |
| 1259 | 56 | F | 1 | College | Married | $40K - $60K | Blue | 44 | 5 | 1 | 4 | 4088.000 | 1557 | 1.248 | 2250 | 39 | 0.857 | 0.381 | 0 | 0 |
| 1260 | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 3930.000 | 0 | 0.758 | 2067 | 42 | 0.355 | 0.000 | 0 | 0 |
| 1261 | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 3 | 2 | 4 | 4188.000 | 1147 | 1.042 | 1276 | 25 | 1.083 | 0.274 | 0 | 0 |
| 1262 | 33 | M | 1 | NaN | Married | $60K - $80K | Blue | 22 | 3 | 3 | 0 | 3637.000 | 1998 | 1.412 | 2161 | 56 | 0.931 | 0.549 | 0 | 0 |
| 1263 | 35 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 4 | 2 | 2 | 11521.000 | 1147 | 1.023 | 2260 | 68 | 1.125 | 0.100 | 0 | 0 |
| 1264 | 37 | M | 3 | High School | Married | $60K - $80K | Blue | 32 | 6 | 2 | 2 | 2253.000 | 1667 | 0.884 | 1641 | 45 | 0.667 | 0.740 | 0 | 0 |
| 1265 | 27 | F | 1 | Graduate | Single | abc | Blue | 13 | 6 | 2 | 4 | 2339.000 | 2080 | 1.067 | 2294 | 45 | 0.452 | 0.889 | 0 | 0 |
| 1266 | 43 | M | 4 | High School | Single | $80K - $120K | Blue | 37 | 6 | 1 | 2 | 30503.000 | 2517 | 0.462 | 1860 | 47 | 0.306 | 0.083 | 0 | 1 |
| 1267 | 49 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 4596.000 | 0 | 0.930 | 2872 | 62 | 0.722 | 0.000 | 0 | 0 |
| 1268 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 43 | 1 | 3 | 3 | 5701.000 | 2517 | 0.716 | 961 | 32 | 0.524 | 0.442 | 1 | 1 |
| 1269 | 39 | F | 3 | Graduate | Married | Less than $40K | Blue | 32 | 5 | 6 | 3 | 3221.000 | 0 | 0.678 | 1765 | 40 | 0.600 | 0.000 | 0 | 0 |
| 1270 | 41 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 3 | 3 | 3022.000 | 1142 | 0.403 | 1184 | 21 | 0.615 | 0.378 | 0 | 0 |
| 1271 | 32 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2699.000 | 1609 | 0.893 | 2141 | 56 | 0.806 | 0.596 | 0 | 0 |
| 1272 | 58 | F | 1 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2210.000 | 1624 | 0.627 | 1287 | 37 | 0.480 | 0.735 | 0 | 0 |
| 1273 | 56 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 49 | 5 | 3 | 4 | 1438.300 | 0 | 0.770 | 1446 | 38 | 0.810 | 0.000 | 0 | 1 |
| 1274 | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2041.000 | 1687 | 0.677 | 1555 | 45 | 0.552 | 0.827 | 0 | 0 |
| 1275 | 39 | M | 1 | High School | Married | $120K + | Blue | 34 | 4 | 2 | 2 | 3250.000 | 1698 | 0.767 | 2006 | 58 | 0.568 | 0.522 | 0 | 0 |
| 1276 | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 6 | 3 | 4 | 1643.000 | 1101 | 0.713 | 2152 | 50 | 0.471 | 0.670 | 0 | 0 |
| 1277 | 31 | F | 1 | NaN | Single | abc | Silver | 36 | 4 | 3 | 2 | 34516.000 | 0 | 0.791 | 2183 | 60 | 1.069 | 0.000 | 0 | 0 |
| 1278 | 46 | F | 3 | High School | Single | abc | Blue | 34 | 4 | 3 | 3 | 29543.000 | 1164 | 0.717 | 1015 | 27 | 0.350 | 0.039 | 1 | 1 |
| 1279 | 36 | M | 2 | College | Married | $120K + | Blue | 29 | 6 | 3 | 2 | 3158.000 | 0 | 1.209 | 2973 | 63 | 0.969 | 0.000 | 0 | 0 |
| 1280 | 39 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 2899.000 | 1999 | 0.832 | 1687 | 35 | 0.591 | 0.690 | 0 | 0 |
| 1281 | 53 | F | 4 | College | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2972.000 | 2160 | 0.956 | 2552 | 62 | 0.676 | 0.727 | 0 | 0 |
| 1282 | 38 | F | 3 | Uneducated | Married | Less than $40K | Blue | 23 | 6 | 2 | 2 | 5645.000 | 0 | 1.050 | 1527 | 32 | 0.455 | 0.000 | 0 | 1 |
| 1283 | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2463.000 | 1751 | 0.854 | 2171 | 58 | 0.758 | 0.711 | 0 | 0 |
| 1284 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 3 | 4 | 1438.300 | 0 | 0.800 | 1501 | 40 | 0.739 | 0.000 | 0 | 0 |
| 1285 | 56 | M | 1 | College | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 34516.000 | 1477 | 1.234 | 2395 | 50 | 0.724 | 0.043 | 0 | 0 |
| 1286 | 55 | F | 3 | High School | Married | Less than $40K | Blue | 48 | 6 | 2 | 2 | 2897.000 | 1601 | 0.878 | 1337 | 25 | 0.471 | 0.553 | 0 | 0 |
| 1287 | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 0 | 5391.000 | 0 | 1.075 | 1971 | 56 | 0.600 | 0.000 | 0 | 0 |
| 1288 | 62 | F | 0 | Graduate | Single | abc | Blue | 36 | 5 | 2 | 4 | 2870.000 | 2284 | 0.661 | 3946 | 74 | 0.574 | 0.796 | 0 | 0 |
| 1289 | 34 | M | 3 | High School | Married | $120K + | Blue | 25 | 3 | 2 | 4 | 23959.000 | 2517 | 0.926 | 1870 | 45 | 0.667 | 0.105 | 0 | 0 |
| 1290 | 33 | M | 3 | High School | Married | $60K - $80K | Blue | 25 | 5 | 2 | 2 | 14918.000 | 2028 | 1.342 | 2171 | 35 | 1.059 | 0.136 | 0 | 0 |
| 1291 | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 29 | 3 | 3 | 2 | 3590.000 | 1924 | 0.573 | 1472 | 37 | 0.762 | 0.536 | 0 | 0 |
| 1292 | 65 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 3 | 3 | 2 | 2297.000 | 0 | 0.511 | 1941 | 51 | 0.417 | 0.000 | 0 | 1 |
| 1293 | 57 | M | 1 | High School | Married | $80K - $120K | Blue | 53 | 3 | 2 | 4 | 25058.000 | 1710 | 0.613 | 2053 | 55 | 0.528 | 0.068 | 0 | 0 |
| 1294 | 58 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 7418.000 | 396 | 0.826 | 911 | 26 | 1.000 | 0.053 | 1 | 1 |
| 1295 | 60 | M | 1 | NaN | Divorced | $40K - $60K | Blue | 49 | 4 | 3 | 2 | 3012.000 | 0 | 0.538 | 1315 | 23 | 0.278 | 0.000 | 0 | 1 |
| 1296 | 39 | M | 3 | NaN | Single | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 4562.000 | 1721 | 0.896 | 1896 | 50 | 1.500 | 0.377 | 0 | 0 |
| 1297 | 39 | F | 2 | High School | Married | abc | Blue | 27 | 6 | 2 | 2 | 10723.000 | 1529 | 1.426 | 2938 | 63 | 0.703 | 0.143 | 0 | 0 |
| 1298 | 39 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1578.000 | 760 | 0.709 | 2017 | 43 | 0.955 | 0.482 | 0 | 0 |
| 1299 | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 49 | 4 | 2 | 4 | 2094.000 | 1560 | 0.537 | 1969 | 41 | 0.367 | 0.745 | 0 | 0 |
| 1300 | 37 | F | 3 | High School | Married | Less than $40K | Blue | 19 | 5 | 1 | 3 | 4138.000 | 0 | 1.168 | 2420 | 50 | 0.613 | 0.000 | 0 | 1 |
| 1301 | 41 | F | 4 | Graduate | Married | abc | Blue | 30 | 3 | 1 | 2 | 5417.000 | 1904 | 0.496 | 1768 | 56 | 0.556 | 0.351 | 0 | 0 |
| 1302 | 56 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 6 | 3 | 3 | 34516.000 | 1047 | 0.610 | 1378 | 30 | 0.429 | 0.030 | 0 | 0 |
| 1303 | 60 | M | 0 | High School | Married | $60K - $80K | Blue | 54 | 6 | 1 | 2 | 9592.000 | 1968 | 0.610 | 1821 | 55 | 0.447 | 0.205 | 0 | 0 |
| 1304 | 56 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 8881.000 | 2145 | 0.705 | 2027 | 49 | 0.815 | 0.242 | 0 | 0 |
| 1305 | 62 | M | 0 | College | Married | $40K - $60K | Blue | 54 | 3 | 3 | 4 | 1438.300 | 0 | 0.795 | 1843 | 49 | 0.581 | 0.000 | 0 | 1 |
| 1306 | 41 | F | 2 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 3893.000 | 1157 | 1.169 | 1536 | 39 | 0.773 | 0.297 | 0 | 0 |
| 1307 | 44 | F | 1 | NaN | Married | Less than $40K | Blue | 38 | 5 | 2 | 4 | 3242.000 | 799 | 0.459 | 1424 | 37 | 0.028 | 0.246 | 0 | 1 |
| 1308 | 59 | M | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 3 | 3 | 3 | 6035.000 | 1392 | 0.361 | 1551 | 32 | 0.600 | 0.231 | 0 | 0 |
| 1309 | 55 | F | 1 | College | Married | abc | Blue | 36 | 6 | 3 | 2 | 17642.000 | 1846 | 0.720 | 2148 | 54 | 0.862 | 0.105 | 0 | 0 |
| 1310 | 26 | M | 1 | High School | Single | $60K - $80K | Blue | 15 | 6 | 3 | 3 | 4327.000 | 0 | 0.624 | 2344 | 48 | 0.297 | 0.000 | 0 | 0 |
| 1311 | 40 | M | 4 | Graduate | Single | $80K - $120K | Silver | 22 | 3 | 1 | 3 | 34516.000 | 0 | 0.640 | 1028 | 26 | 0.300 | 0.000 | 1 | 1 |
| 1312 | 44 | F | 2 | NaN | NaN | Less than $40K | Blue | 32 | 5 | 1 | 3 | 4852.000 | 1777 | 0.667 | 1775 | 55 | 1.037 | 0.366 | 0 | 0 |
| 1313 | 37 | M | 2 | Uneducated | Single | abc | Blue | 28 | 5 | 3 | 3 | 7147.000 | 1424 | 0.821 | 2539 | 50 | 1.273 | 0.199 | 0 | 0 |
| 1314 | 37 | M | 1 | High School | Married | $60K - $80K | Blue | 27 | 6 | 3 | 3 | 10320.000 | 1799 | 0.750 | 1754 | 45 | 0.500 | 0.174 | 0 | 0 |
| 1315 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 2 | 3297.000 | 2297 | 0.744 | 1894 | 56 | 0.556 | 0.697 | 0 | 0 |
| 1316 | 46 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 9981.000 | 807 | 0.655 | 1456 | 30 | 0.667 | 0.081 | 0 | 0 |
| 1317 | 53 | M | 2 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 3329.000 | 1092 | 1.466 | 1978 | 33 | 0.833 | 0.328 | 0 | 0 |
| 1318 | 56 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 5991.000 | 1993 | 0.673 | 1867 | 53 | 0.767 | 0.333 | 0 | 0 |
| 1319 | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 30 | 3 | 1 | 3 | 3235.000 | 2517 | 1.091 | 1637 | 43 | 0.870 | 0.778 | 0 | 0 |
| 1320 | 34 | M | 2 | High School | Married | $120K + | Blue | 21 | 3 | 3 | 3 | 6259.000 | 1063 | 0.668 | 1836 | 50 | 0.515 | 0.170 | 0 | 0 |
| 1321 | 65 | M | 0 | Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 2 | 2541.000 | 1616 | 0.417 | 1416 | 27 | 0.588 | 0.636 | 0 | 0 |
| 1322 | 55 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 6 | 2 | 4 | 21351.000 | 2517 | 0.818 | 1887 | 32 | 0.882 | 0.118 | 0 | 0 |
| 1323 | 32 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 8998.000 | 1471 | 0.844 | 1931 | 48 | 0.371 | 0.163 | 0 | 0 |
| 1324 | 58 | F | 4 | Graduate | Married | abc | Blue | 42 | 3 | 3 | 4 | 10247.000 | 1600 | 0.630 | 1754 | 44 | 0.692 | 0.156 | 0 | 0 |
| 1325 | 54 | M | 3 | High School | Married | $120K + | Blue | 42 | 6 | 3 | 2 | 20311.000 | 1655 | 0.431 | 1266 | 34 | 0.308 | 0.081 | 0 | 0 |
| 1326 | 52 | M | 2 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 4 | 33182.000 | 1997 | 0.755 | 1630 | 43 | 0.870 | 0.060 | 0 | 0 |
| 1327 | 36 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 16 | 4 | 5 | 4 | 1686.000 | 1252 | 0.575 | 1758 | 42 | 1.100 | 0.743 | 0 | 0 |
| 1328 | 56 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 4742.000 | 855 | 0.635 | 870 | 24 | 0.500 | 0.180 | 1 | 1 |
| 1329 | 33 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 1726.000 | 1215 | 1.175 | 1712 | 48 | 0.548 | 0.704 | 0 | 0 |
| 1330 | 61 | M | 0 | Graduate | Married | $80K - $120K | Blue | 56 | 4 | 2 | 4 | 8420.000 | 1389 | 0.522 | 1114 | 34 | 0.545 | 0.165 | 0 | 0 |
| 1331 | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 49 | 4 | 3 | 4 | 3352.000 | 1713 | 0.657 | 1952 | 50 | 0.667 | 0.511 | 0 | 0 |
| 1332 | 43 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 39 | 5 | 2 | 2 | 6648.000 | 2242 | 0.790 | 2089 | 60 | 0.579 | 0.337 | 0 | 0 |
| 1333 | 48 | F | 3 | College | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2335.000 | 1845 | 0.537 | 1362 | 33 | 0.269 | 0.790 | 0 | 0 |
| 1334 | 36 | M | 3 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 3 | 2 | 12397.000 | 1001 | 0.756 | 1888 | 42 | 0.448 | 0.081 | 0 | 0 |
| 1335 | 34 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 26 | 5 | 1 | 4 | 1438.300 | 708 | 1.212 | 2243 | 43 | 0.483 | 0.492 | 0 | 1 |
| 1336 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 6 | 4 | 2240.000 | 1601 | 0.833 | 3795 | 70 | 0.750 | 0.715 | 0 | 0 |
| 1337 | 43 | F | 5 | NaN | Single | $40K - $60K | Blue | 33 | 4 | 3 | 4 | 5330.000 | 1161 | 0.558 | 1441 | 43 | 0.387 | 0.218 | 0 | 0 |
| 1338 | 61 | F | 1 | High School | Married | Less than $40K | Blue | 51 | 3 | 3 | 3 | 1795.000 | 794 | 0.953 | 1834 | 59 | 1.107 | 0.442 | 0 | 0 |
| 1339 | 55 | M | 2 | High School | Married | $80K - $120K | Blue | 47 | 3 | 1 | 4 | 5741.000 | 1894 | 1.111 | 2170 | 51 | 0.962 | 0.330 | 0 | 0 |
| 1340 | 51 | F | 1 | Graduate | Married | abc | Blue | 39 | 4 | 3 | 3 | 2002.000 | 1248 | 0.502 | 1585 | 40 | 0.905 | 0.623 | 0 | 0 |
| 1341 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 19 | 6 | 3 | 2 | 25662.000 | 1515 | 0.556 | 1484 | 36 | 0.636 | 0.059 | 0 | 0 |
| 1342 | 52 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 22103.000 | 1515 | 0.506 | 1541 | 29 | 0.318 | 0.069 | 0 | 0 |
| 1343 | 36 | F | 5 | High School | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1438.300 | 0 | 1.028 | 1975 | 40 | 0.600 | 0.000 | 0 | 1 |
| 1344 | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 30 | 5 | 2 | 2 | 12355.000 | 0 | 0.912 | 1044 | 28 | 0.273 | 0.000 | 1 | 1 |
| 1345 | 34 | F | 3 | College | Married | $40K - $60K | Blue | 29 | 4 | 1 | 2 | 2000.000 | 0 | 0.782 | 1944 | 42 | 0.750 | 0.000 | 0 | 1 |
| 1346 | 27 | M | 0 | Graduate | Single | $120K + | Blue | 17 | 6 | 2 | 2 | 8713.000 | 1354 | 0.558 | 2094 | 36 | 0.333 | 0.155 | 0 | 1 |
| 1347 | 49 | F | 5 | NaN | Divorced | Less than $40K | Blue | 36 | 4 | 1 | 4 | 9165.000 | 0 | 0.597 | 1846 | 56 | 0.647 | 0.000 | 0 | 0 |
| 1348 | 43 | F | 1 | Graduate | Married | Less than $40K | Silver | 31 | 5 | 1 | 2 | 11583.000 | 631 | 0.714 | 3320 | 55 | 0.774 | 0.054 | 0 | 0 |
| 1349 | 52 | M | 4 | Graduate | Married | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 1438.300 | 702 | 0.805 | 1805 | 53 | 0.606 | 0.488 | 0 | 0 |
| 1350 | 31 | F | 2 | NaN | Married | abc | Blue | 20 | 3 | 1 | 2 | 8149.000 | 0 | 0.331 | 808 | 30 | 0.111 | 0.000 | 1 | 1 |
| 1351 | 40 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 29 | 3 | 2 | 3 | 3616.000 | 1151 | 0.687 | 820 | 21 | 0.750 | 0.318 | 1 | 1 |
| 1352 | 39 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 8434.000 | 2222 | 0.691 | 1414 | 27 | 0.929 | 0.263 | 0 | 0 |
| 1353 | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 3 | 2 | 9791.000 | 1311 | 0.704 | 1649 | 59 | 0.513 | 0.134 | 0 | 0 |
| 1354 | 37 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 5 | 2 | 3 | 8444.000 | 1945 | 0.703 | 2497 | 74 | 0.609 | 0.230 | 0 | 0 |
| 1355 | 49 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 43 | 3 | 1 | 4 | 2228.000 | 1003 | 1.119 | 2104 | 44 | 0.467 | 0.450 | 0 | 1 |
| 1356 | 56 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 5 | 1 | 1 | 12211.000 | 0 | 0.642 | 903 | 29 | 0.526 | 0.000 | 1 | 1 |
| 1357 | 62 | F | 0 | High School | Married | Less than $40K | Blue | 51 | 6 | 3 | 4 | 1438.300 | 0 | 0.702 | 1445 | 38 | 0.310 | 0.000 | 0 | 1 |
| 1358 | 37 | F | 3 | High School | Married | $40K - $60K | Blue | 31 | 5 | 3 | 3 | 1586.000 | 1038 | 0.973 | 1724 | 24 | 0.714 | 0.654 | 0 | 0 |
| 1359 | 42 | M | 3 | High School | Single | $40K - $60K | Blue | 37 | 3 | 3 | 3 | 2247.000 | 1045 | 0.952 | 1300 | 31 | 0.550 | 0.465 | 0 | 0 |
| 1360 | 36 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 4 | 3 | 2789.000 | 1584 | 0.996 | 2688 | 60 | 0.714 | 0.568 | 0 | 0 |
| 1361 | 59 | M | 0 | Graduate | Married | $40K - $60K | Blue | 53 | 3 | 2 | 3 | 4241.000 | 0 | 0.607 | 1798 | 45 | 0.731 | 0.000 | 0 | 1 |
| 1362 | 40 | F | 1 | Graduate | Married | abc | Blue | 29 | 5 | 1 | 3 | 8398.000 | 1892 | 0.861 | 1489 | 29 | 0.526 | 0.225 | 0 | 0 |
| 1363 | 43 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 4112.000 | 768 | 0.413 | 1334 | 40 | 0.429 | 0.187 | 0 | 1 |
| 1364 | 29 | M | 2 | Graduate | Divorced | $40K - $60K | Silver | 22 | 6 | 2 | 3 | 15578.000 | 1383 | 0.794 | 2492 | 71 | 0.614 | 0.089 | 0 | 0 |
| 1365 | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 4008.000 | 1636 | 0.637 | 1395 | 43 | 0.955 | 0.408 | 0 | 0 |
| 1366 | 63 | F | 1 | High School | Married | abc | Blue | 50 | 6 | 1 | 3 | 12766.000 | 0 | 0.668 | 1191 | 28 | 0.647 | 0.000 | 0 | 1 |
| 1367 | 36 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 24 | 5 | 2 | 4 | 3438.000 | 1129 | 0.605 | 2331 | 56 | 0.436 | 0.328 | 0 | 0 |
| 1368 | 53 | M | 4 | High School | Married | $80K - $120K | Blue | 43 | 3 | 1 | 2 | 16692.000 | 2446 | 0.853 | 1288 | 29 | 0.450 | 0.147 | 0 | 0 |
| 1369 | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 4066.000 | 1639 | 1.749 | 3040 | 56 | 0.931 | 0.403 | 0 | 0 |
| 1370 | 36 | M | 3 | NaN | Married | $60K - $80K | Blue | 30 | 5 | 2 | 3 | 13080.000 | 0 | 0.685 | 1999 | 44 | 0.571 | 0.000 | 0 | 1 |
| 1371 | 26 | M | 0 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1934.000 | 1070 | 0.448 | 2334 | 61 | 0.452 | 0.553 | 0 | 0 |
| 1372 | 45 | F | 0 | NaN | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3230.000 | 2517 | 0.615 | 1931 | 57 | 0.425 | 0.779 | 0 | 1 |
| 1373 | 55 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 3615.000 | 1699 | 0.576 | 1967 | 40 | 0.538 | 0.470 | 0 | 0 |
| 1374 | 61 | F | 0 | NaN | NaN | abc | Blue | 36 | 4 | 2 | 2 | 1801.000 | 0 | 1.234 | 3193 | 62 | 1.480 | 0.000 | 0 | 0 |
| 1375 | 26 | M | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2665.000 | 1567 | 0.586 | 2514 | 64 | 0.455 | 0.588 | 0 | 0 |
| 1376 | 40 | M | 4 | Graduate | Married | $60K - $80K | Silver | 25 | 5 | 3 | 2 | 28822.000 | 2517 | 0.492 | 1504 | 35 | 0.296 | 0.087 | 0 | 1 |
| 1377 | 38 | M | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 6 | 3 | 2 | 14632.000 | 1158 | 0.501 | 1399 | 36 | 0.500 | 0.079 | 0 | 0 |
| 1378 | 32 | F | 0 | College | Married | abc | Blue | 36 | 5 | 3 | 3 | 6715.000 | 1314 | 0.987 | 1731 | 41 | 0.519 | 0.196 | 0 | 0 |
| 1379 | 53 | M | 2 | NaN | Married | $60K - $80K | Blue | 46 | 3 | 2 | 3 | 6658.000 | 1761 | 0.489 | 1309 | 40 | 0.600 | 0.264 | 0 | 0 |
| 1380 | 52 | F | 2 | Graduate | Single | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 3360.000 | 1219 | 0.412 | 1309 | 30 | 1.000 | 0.363 | 0 | 0 |
| 1381 | 29 | M | 1 | Graduate | Married | $80K - $120K | Blue | 14 | 5 | 3 | 2 | 14853.000 | 0 | 1.025 | 1800 | 41 | 0.519 | 0.000 | 0 | 0 |
| 1382 | 38 | M | 2 | Graduate | Married | $60K - $80K | Blue | 25 | 3 | 3 | 4 | 4800.000 | 1212 | 1.254 | 2935 | 62 | 0.879 | 0.252 | 0 | 0 |
| 1383 | 27 | M | 0 | NaN | Single | $40K - $60K | Blue | 17 | 5 | 1 | 2 | 4610.000 | 0 | 0.794 | 2280 | 49 | 0.400 | 0.000 | 0 | 0 |
| 1384 | 46 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1438.300 | 981 | 0.663 | 1114 | 33 | 0.650 | 0.682 | 0 | 1 |
| 1385 | 57 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 42 | 6 | 4 | 3 | 8377.000 | 1211 | 0.813 | 1797 | 44 | 1.200 | 0.145 | 0 | 0 |
| 1386 | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 30 | 4 | 5 | 4 | 4147.000 | 1719 | 0.875 | 1776 | 44 | 0.571 | 0.415 | 0 | 0 |
| 1387 | 62 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 55 | 6 | 1 | 4 | 2644.000 | 2207 | 0.866 | 1194 | 30 | 0.765 | 0.835 | 0 | 0 |
| 1388 | 37 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 30 | 5 | 3 | 4 | 13355.000 | 1631 | 1.113 | 1921 | 37 | 0.850 | 0.122 | 0 | 0 |
| 1389 | 57 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 3251.000 | 1887 | 1.007 | 3228 | 67 | 0.763 | 0.580 | 0 | 0 |
| 1390 | 35 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 2100.000 | 950 | 0.764 | 2623 | 74 | 1.114 | 0.452 | 0 | 0 |
| 1391 | 55 | F | 1 | NaN | Married | Less than $40K | Blue | 50 | 5 | 3 | 4 | 3566.000 | 1401 | 0.903 | 2425 | 54 | 0.800 | 0.393 | 0 | 0 |
| 1392 | 56 | F | 4 | Graduate | Married | abc | Blue | 49 | 5 | 1 | 3 | 14915.000 | 1111 | 0.846 | 1388 | 35 | 0.667 | 0.074 | 0 | 0 |
| 1393 | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 27 | 3 | 1 | 4 | 13003.000 | 0 | 0.877 | 1697 | 40 | 1.105 | 0.000 | 0 | 0 |
| 1394 | 64 | M | 0 | College | Married | Less than $40K | Blue | 55 | 5 | 3 | 4 | 2492.000 | 1424 | 0.485 | 1375 | 30 | 0.364 | 0.571 | 0 | 0 |
| 1395 | 37 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1758.000 | 1180 | 0.744 | 2013 | 41 | 0.367 | 0.671 | 0 | 1 |
| 1396 | 34 | M | 1 | College | Married | $60K - $80K | Blue | 23 | 3 | 2 | 2 | 5510.000 | 1604 | 0.551 | 1995 | 53 | 0.262 | 0.291 | 0 | 0 |
| 1397 | 46 | M | 5 | Uneducated | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 17196.000 | 1646 | 0.542 | 1466 | 41 | 1.278 | 0.096 | 0 | 0 |
| 1398 | 65 | F | 0 | High School | Married | $40K - $60K | Blue | 46 | 6 | 1 | 3 | 5877.000 | 1697 | 1.058 | 2494 | 58 | 0.706 | 0.289 | 0 | 0 |
| 1399 | 36 | M | 0 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 7667.000 | 0 | 0.632 | 1501 | 35 | 0.667 | 0.000 | 0 | 0 |
| 1400 | 35 | F | 2 | College | Married | $40K - $60K | Blue | 24 | 4 | 1 | 3 | 2939.000 | 1865 | 0.932 | 2077 | 47 | 0.679 | 0.635 | 0 | 0 |
| 1401 | 49 | M | 1 | NaN | Single | $80K - $120K | Blue | 31 | 6 | 1 | 4 | 5898.000 | 1348 | 0.640 | 1002 | 21 | 1.333 | 0.229 | 0 | 0 |
| 1402 | 46 | F | 3 | Uneducated | Single | abc | Blue | 33 | 5 | 3 | 4 | 19995.000 | 0 | 0.650 | 1879 | 34 | 0.700 | 0.000 | 0 | 1 |
| 1403 | 26 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 2773.000 | 2080 | 0.695 | 3567 | 73 | 0.622 | 0.750 | 0 | 0 |
| 1404 | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 44 | 4 | 2 | 4 | 3323.000 | 2310 | 0.749 | 1599 | 47 | 0.808 | 0.695 | 0 | 0 |
| 1405 | 38 | F | 0 | Graduate | Married | abc | Blue | 28 | 5 | 3 | 3 | 16049.000 | 799 | 0.777 | 1989 | 33 | 0.571 | 0.050 | 0 | 0 |
| 1406 | 37 | M | 1 | High School | Married | $40K - $60K | Blue | 28 | 3 | 4 | 2 | 3601.000 | 1236 | 0.726 | 1802 | 34 | 0.478 | 0.343 | 0 | 0 |
| 1407 | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 25 | 3 | 2 | 2 | 2307.000 | 1385 | 1.515 | 2440 | 48 | 0.846 | 0.600 | 0 | 0 |
| 1408 | 59 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 3742.000 | 1175 | 0.514 | 1505 | 31 | 0.824 | 0.314 | 0 | 0 |
| 1409 | 34 | M | 3 | High School | Married | $40K - $60K | Blue | 29 | 6 | 3 | 3 | 2937.000 | 869 | 1.493 | 2171 | 45 | 0.875 | 0.296 | 0 | 0 |
| 1410 | 39 | F | 3 | Post-Graduate | NaN | abc | Blue | 26 | 6 | 1 | 4 | 3209.000 | 2517 | 0.431 | 1292 | 37 | 0.762 | 0.784 | 0 | 0 |
| 1411 | 59 | M | 0 | Graduate | Married | $60K - $80K | Blue | 53 | 6 | 1 | 4 | 12554.000 | 2169 | 0.529 | 1422 | 30 | 0.579 | 0.173 | 0 | 0 |
| 1412 | 50 | M | 1 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 4702.000 | 0 | 0.578 | 1673 | 44 | 0.257 | 0.000 | 0 | 1 |
| 1413 | 26 | F | 1 | NaN | Single | $40K - $60K | Blue | 14 | 4 | 2 | 4 | 5645.000 | 2324 | 0.655 | 2482 | 57 | 0.727 | 0.412 | 0 | 0 |
| 1414 | 32 | M | 0 | High School | Married | $60K - $80K | Blue | 13 | 3 | 3 | 4 | 14308.000 | 1889 | 1.053 | 1659 | 39 | 1.167 | 0.132 | 0 | 0 |
| 1415 | 51 | F | 2 | College | Married | $40K - $60K | Blue | 46 | 3 | 1 | 3 | 4882.000 | 695 | 0.508 | 1544 | 44 | 0.517 | 0.142 | 1 | 1 |
| 1416 | 41 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 33405.000 | 0 | 0.535 | 1345 | 34 | 0.619 | 0.000 | 0 | 0 |
| 1417 | 39 | F | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 2 | 2700.000 | 2220 | 1.595 | 2901 | 59 | 1.360 | 0.822 | 0 | 0 |
| 1418 | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 1 | 4 | 2934.000 | 2381 | 0.762 | 3396 | 64 | 0.778 | 0.812 | 0 | 0 |
| 1419 | 30 | M | 2 | NaN | Divorced | $120K + | Blue | 14 | 3 | 2 | 3 | 1548.000 | 0 | 0.828 | 2611 | 64 | 0.455 | 0.000 | 0 | 1 |
| 1420 | 40 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 5525.000 | 2409 | 0.929 | 2305 | 33 | 0.941 | 0.436 | 0 | 1 |
| 1421 | 36 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 5750.000 | 1521 | 0.837 | 2155 | 61 | 0.605 | 0.265 | 0 | 0 |
| 1422 | 56 | M | 2 | College | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 27157.000 | 1547 | 0.487 | 1535 | 38 | 0.267 | 0.057 | 0 | 0 |
| 1423 | 37 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 36 | 5 | 2 | 4 | 12830.000 | 0 | 0.774 | 2526 | 54 | 0.588 | 0.000 | 0 | 0 |
| 1424 | 51 | F | 4 | NaN | Single | Less than $40K | Blue | 41 | 3 | 1 | 3 | 5530.000 | 1999 | 1.018 | 1766 | 45 | 0.667 | 0.361 | 0 | 0 |
| 1425 | 36 | F | 2 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 2 | 3 | 2684.000 | 1474 | 1.042 | 2346 | 51 | 1.040 | 0.549 | 0 | 0 |
| 1426 | 62 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 3 | 1 | 2 | 2437.000 | 1400 | 0.779 | 1651 | 32 | 1.000 | 0.574 | 0 | 0 |
| 1427 | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 24 | 3 | 2 | 4 | 3827.000 | 1397 | 0.880 | 2491 | 64 | 1.000 | 0.365 | 0 | 0 |
| 1428 | 42 | M | 4 | High School | Single | $120K + | Blue | 35 | 5 | 2 | 2 | 34516.000 | 1658 | 1.095 | 2935 | 65 | 0.711 | 0.048 | 0 | 0 |
| 1429 | 38 | M | 2 | High School | Married | $60K - $80K | Blue | 33 | 6 | 3 | 4 | 5940.000 | 1101 | 0.942 | 1872 | 34 | 1.125 | 0.185 | 0 | 0 |
| 1430 | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 2 | 3 | 2 | 13162.000 | 0 | 0.512 | 1424 | 38 | 0.583 | 0.000 | 1 | 1 |
| 1431 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1963.000 | 1357 | 0.689 | 1861 | 51 | 0.700 | 0.691 | 0 | 0 |
| 1432 | 58 | M | 3 | Graduate | Married | $80K - $120K | Blue | 54 | 4 | 3 | 3 | 18713.000 | 1022 | 0.682 | 1524 | 42 | 0.615 | 0.055 | 0 | 0 |
| 1433 | 35 | M | 2 | High School | Married | $80K - $120K | Blue | 22 | 3 | 1 | 4 | 3023.000 | 1435 | 0.620 | 1920 | 34 | 0.619 | 0.475 | 0 | 0 |
| 1434 | 58 | M | 3 | High School | Single | $120K + | Blue | 53 | 4 | 1 | 2 | 6103.000 | 1798 | 0.705 | 1468 | 34 | 0.619 | 0.295 | 0 | 0 |
| 1435 | 42 | M | 5 | Graduate | Married | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 10607.000 | 2517 | 1.197 | 1903 | 40 | 0.538 | 0.237 | 0 | 0 |
| 1436 | 32 | F | 0 | College | Single | Less than $40K | Blue | 24 | 3 | 3 | 4 | 2917.000 | 2517 | 0.833 | 2471 | 60 | 0.875 | 0.863 | 0 | 1 |
| 1437 | 35 | M | 4 | Graduate | Married | $120K + | Blue | 30 | 4 | 3 | 4 | 34516.000 | 1018 | 1.129 | 2350 | 55 | 0.774 | 0.029 | 0 | 0 |
| 1438 | 51 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 42 | 6 | 2 | 2 | 25197.000 | 2517 | 0.721 | 3002 | 58 | 0.812 | 0.100 | 0 | 1 |
| 1439 | 63 | M | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2743.000 | 1815 | 0.567 | 1210 | 25 | 1.273 | 0.662 | 0 | 0 |
| 1440 | 42 | M | 2 | NaN | Single | $120K + | Blue | 32 | 5 | 2 | 4 | 4111.000 | 1233 | 0.478 | 1289 | 36 | 0.500 | 0.300 | 0 | 0 |
| 1441 | 36 | F | 0 | Uneducated | Single | abc | Blue | 18 | 5 | 3 | 2 | 3667.000 | 948 | 0.641 | 2781 | 59 | 0.844 | 0.259 | 0 | 0 |
| 1442 | 42 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 33 | 4 | 2 | 4 | 3178.000 | 1800 | 0.890 | 4605 | 86 | 0.623 | 0.566 | 0 | 0 |
| 1443 | 37 | F | 3 | Graduate | NaN | abc | Blue | 22 | 2 | 3 | 2 | 5674.000 | 0 | 0.906 | 1096 | 29 | 0.526 | 0.000 | 1 | 1 |
| 1444 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 11444.000 | 1278 | 1.310 | 2493 | 44 | 0.913 | 0.112 | 0 | 0 |
| 1445 | 29 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1438.300 | 0 | 0.742 | 2144 | 41 | 0.577 | 0.000 | 0 | 1 |
| 1446 | 54 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 34 | 4 | 3 | 4 | 6387.000 | 1597 | 0.689 | 1294 | 26 | 0.529 | 0.250 | 0 | 0 |
| 1447 | 33 | M | 2 | Graduate | Married | $40K - $60K | Blue | 20 | 4 | 3 | 3 | 5657.000 | 1792 | 0.904 | 1914 | 46 | 0.769 | 0.317 | 0 | 0 |
| 1448 | 63 | F | 0 | Uneducated | Married | abc | Blue | 54 | 5 | 3 | 2 | 11827.000 | 0 | 0.921 | 1395 | 37 | 0.609 | 0.000 | 0 | 0 |
| 1449 | 49 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 37 | 5 | 3 | 3 | 2608.000 | 1589 | 0.982 | 2073 | 47 | 0.516 | 0.609 | 0 | 1 |
| 1450 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 5 | 4 | 3203.000 | 2076 | 0.543 | 1433 | 38 | 1.000 | 0.648 | 0 | 0 |
| 1451 | 33 | F | 2 | College | Single | abc | Gold | 36 | 3 | 1 | 3 | 34516.000 | 1540 | 1.038 | 2574 | 72 | 0.756 | 0.045 | 0 | 0 |
| 1452 | 57 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 5 | 3 | 3 | 2472.000 | 2457 | 0.693 | 1392 | 33 | 0.737 | 0.994 | 0 | 0 |
| 1453 | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 2147.000 | 1173 | 0.653 | 1352 | 37 | 0.370 | 0.546 | 0 | 0 |
| 1454 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 4 | 1 | 3 | 3416.000 | 2044 | 0.994 | 1924 | 48 | 0.920 | 0.598 | 0 | 0 |
| 1455 | 39 | F | 2 | Doctorate | Married | abc | Blue | 36 | 5 | 2 | 4 | 8058.000 | 791 | 1.787 | 2742 | 42 | 2.000 | 0.098 | 0 | 0 |
| 1456 | 50 | F | 5 | NaN | NaN | abc | Blue | 43 | 5 | 1 | 2 | 3410.000 | 2281 | 0.518 | 1296 | 31 | 0.348 | 0.669 | 0 | 0 |
| 1457 | 43 | M | 3 | College | NaN | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 19044.000 | 0 | 0.721 | 1780 | 44 | 0.760 | 0.000 | 0 | 0 |
| 1458 | 36 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 4 | 2 | 4 | 1606.000 | 798 | 0.590 | 2229 | 45 | 1.045 | 0.497 | 0 | 1 |
| 1459 | 55 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 2 | 24336.000 | 856 | 0.459 | 1425 | 33 | 0.650 | 0.035 | 0 | 0 |
| 1460 | 30 | F | 1 | Graduate | Single | Less than $40K | Blue | 20 | 5 | 2 | 3 | 5030.000 | 1327 | 0.803 | 2523 | 71 | 0.775 | 0.264 | 0 | 0 |
| 1461 | 36 | M | 3 | NaN | Married | $120K + | Blue | 24 | 6 | 3 | 2 | 24577.000 | 0 | 0.750 | 1897 | 39 | 0.393 | 0.000 | 0 | 1 |
| 1462 | 26 | F | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 3 | 4 | 3517.000 | 1195 | 0.556 | 2255 | 48 | 0.500 | 0.340 | 0 | 0 |
| 1463 | 48 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 7400.000 | 636 | 0.972 | 1568 | 51 | 0.500 | 0.086 | 0 | 1 |
| 1464 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 4 | 2956.000 | 1391 | 0.698 | 2116 | 63 | 0.575 | 0.471 | 0 | 0 |
| 1465 | 42 | F | 5 | High School | Married | abc | Blue | 30 | 3 | 1 | 4 | 3578.000 | 0 | 0.759 | 1015 | 36 | 0.440 | 0.000 | 1 | 1 |
| 1466 | 53 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 1 | 3 | 2 | 12778.000 | 507 | 0.967 | 1133 | 28 | 0.400 | 0.040 | 1 | 1 |
| 1467 | 58 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 3 | 3 | 4 | 1942.000 | 1536 | 0.615 | 1371 | 38 | 0.407 | 0.791 | 0 | 0 |
| 1468 | 32 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 26 | 5 | 1 | 3 | 29961.000 | 789 | 0.833 | 2337 | 69 | 0.605 | 0.026 | 0 | 0 |
| 1469 | 48 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 35 | 5 | 3 | 4 | 33791.000 | 0 | 0.712 | 1546 | 41 | 0.577 | 0.000 | 0 | 1 |
| 1470 | 48 | M | 5 | High School | Married | $40K - $60K | Silver | 34 | 5 | 0 | 2 | 17657.000 | 2018 | 0.550 | 1682 | 39 | 0.950 | 0.114 | 0 | 0 |
| 1471 | 54 | M | 1 | College | Married | $120K + | Blue | 44 | 4 | 3 | 2 | 2821.000 | 2415 | 0.441 | 1419 | 36 | 0.800 | 0.856 | 0 | 0 |
| 1472 | 59 | M | 0 | High School | Married | Less than $40K | Blue | 47 | 6 | 3 | 4 | 1479.000 | 787 | 0.865 | 2139 | 70 | 0.556 | 0.532 | 0 | 0 |
| 1473 | 35 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 1438.300 | 0 | 1.623 | 2492 | 55 | 0.897 | 0.000 | 0 | 0 |
| 1474 | 37 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 27 | 5 | 1 | 4 | 6859.000 | 1766 | 1.186 | 3045 | 56 | 0.697 | 0.257 | 0 | 0 |
| 1475 | 36 | M | 3 | High School | Divorced | $120K + | Blue | 36 | 3 | 2 | 3 | 3404.000 | 1568 | 1.055 | 2406 | 65 | 0.857 | 0.461 | 0 | 0 |
| 1476 | 26 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 15 | 4 | 1 | 3 | 2158.000 | 1695 | 0.766 | 1833 | 27 | 0.588 | 0.785 | 0 | 0 |
| 1477 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 22 | 1 | 2 | 1 | 1890.000 | 666 | 0.691 | 1483 | 36 | 0.500 | 0.352 | 1 | 1 |
| 1478 | 40 | M | 1 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 18386.000 | 890 | 0.361 | 1698 | 43 | 0.483 | 0.048 | 1 | 1 |
| 1479 | 55 | F | 2 | NaN | Married | abc | Blue | 36 | 5 | 5 | 4 | 3602.000 | 2013 | 0.839 | 1935 | 47 | 1.474 | 0.559 | 0 | 0 |
| 1480 | 39 | M | 1 | NaN | Divorced | $80K - $120K | Blue | 34 | 6 | 1 | 3 | 3766.000 | 1049 | 0.666 | 1514 | 51 | 0.645 | 0.279 | 0 | 0 |
| 1481 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 4 | 5634.000 | 2057 | 1.399 | 2905 | 63 | 0.969 | 0.365 | 0 | 0 |
| 1482 | 46 | F | 2 | NaN | Single | $40K - $60K | Blue | 29 | 4 | 2 | 4 | 3126.000 | 2517 | 1.235 | 1638 | 41 | 0.519 | 0.805 | 0 | 0 |
| 1483 | 49 | M | 2 | High School | NaN | $60K - $80K | Blue | 42 | 6 | 1 | 2 | 3017.000 | 786 | 1.081 | 1640 | 37 | 0.762 | 0.261 | 0 | 0 |
| 1484 | 32 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 26 | 6 | 2 | 3 | 5478.000 | 1491 | 1.304 | 2456 | 55 | 0.571 | 0.272 | 0 | 0 |
| 1485 | 35 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 20 | 6 | 3 | 4 | 13046.000 | 1177 | 1.214 | 2601 | 52 | 0.733 | 0.090 | 0 | 0 |
| 1486 | 39 | M | 2 | Graduate | Married | $40K - $60K | Blue | 31 | 5 | 3 | 2 | 8687.000 | 1146 | 1.800 | 2279 | 33 | 1.357 | 0.132 | 0 | 0 |
| 1487 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 4 | 6174.000 | 1421 | 0.669 | 2043 | 52 | 0.793 | 0.230 | 0 | 0 |
| 1488 | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 13 | 5 | 1 | 2 | 5655.000 | 0 | 0.842 | 2312 | 61 | 0.649 | 0.000 | 0 | 0 |
| 1489 | 32 | M | 0 | High School | Married | $60K - $80K | Blue | 26 | 5 | 2 | 3 | 5397.000 | 1784 | 0.904 | 2056 | 49 | 0.633 | 0.331 | 0 | 0 |
| 1490 | 54 | M | 2 | College | Married | $120K + | Blue | 46 | 6 | 1 | 2 | 28465.000 | 0 | 0.696 | 1693 | 37 | 1.056 | 0.000 | 0 | 0 |
| 1491 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 2 | 4 | 3444.000 | 2441 | 1.563 | 2668 | 51 | 0.545 | 0.709 | 0 | 0 |
| 1492 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 37 | 4 | 1 | 3 | 2104.000 | 1267 | 0.677 | 1732 | 35 | 1.059 | 0.602 | 0 | 0 |
| 1493 | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 4 | 1 | 4 | 15610.000 | 2048 | 0.657 | 1916 | 58 | 0.526 | 0.131 | 0 | 0 |
| 1494 | 44 | M | 4 | Doctorate | NaN | $120K + | Blue | 32 | 3 | 2 | 3 | 34516.000 | 1356 | 1.169 | 1531 | 48 | 0.655 | 0.039 | 0 | 0 |
| 1495 | 32 | M | 1 | High School | Married | abc | Blue | 22 | 3 | 1 | 4 | 16912.000 | 1590 | 1.274 | 2413 | 41 | 0.708 | 0.094 | 0 | 0 |
| 1496 | 64 | F | 0 | Doctorate | Married | Less than $40K | Blue | 53 | 4 | 1 | 3 | 5462.000 | 1864 | 0.670 | 1523 | 35 | 0.667 | 0.341 | 0 | 0 |
| 1497 | 37 | F | 2 | NaN | NaN | Less than $40K | Blue | 27 | 5 | 1 | 2 | 2868.000 | 1434 | 0.777 | 2909 | 64 | 0.488 | 0.500 | 0 | 0 |
| 1498 | 31 | M | 1 | Post-Graduate | Married | $60K - $80K | Blue | 22 | 5 | 1 | 3 | 2685.000 | 1580 | 0.727 | 1642 | 36 | 0.636 | 0.588 | 0 | 0 |
| 1499 | 49 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 5238.000 | 1365 | 1.027 | 1834 | 43 | 1.263 | 0.261 | 0 | 0 |
| 1500 | 32 | F | 3 | High School | Married | Less than $40K | Blue | 22 | 4 | 2 | 4 | 4561.000 | 2029 | 0.768 | 1874 | 38 | 0.520 | 0.445 | 0 | 0 |
| 1501 | 53 | M | 2 | High School | Married | $120K + | Blue | 39 | 3 | 2 | 3 | 13091.000 | 985 | 0.322 | 1452 | 37 | 0.276 | 0.075 | 0 | 1 |
| 1502 | 62 | F | 0 | Graduate | Married | abc | Blue | 51 | 3 | 3 | 3 | 10826.000 | 1274 | 0.602 | 1355 | 34 | 0.619 | 0.118 | 0 | 0 |
| 1503 | 26 | F | 0 | NaN | Single | abc | Blue | 13 | 4 | 2 | 2 | 2600.000 | 1876 | 0.606 | 2625 | 45 | 0.364 | 0.722 | 0 | 0 |
| 1504 | 49 | F | 5 | Graduate | Divorced | abc | Blue | 35 | 6 | 3 | 4 | 2561.000 | 0 | 1.021 | 2047 | 41 | 0.864 | 0.000 | 0 | 1 |
| 1505 | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 7087.000 | 1060 | 0.709 | 1712 | 37 | 0.609 | 0.150 | 0 | 0 |
| 1506 | 34 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 6 | 3 | 2 | 34516.000 | 2517 | 0.975 | 1969 | 46 | 1.300 | 0.073 | 0 | 0 |
| 1507 | 41 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 32 | 3 | 2 | 4 | 10266.000 | 1390 | 0.593 | 1720 | 42 | 0.556 | 0.135 | 0 | 0 |
| 1508 | 27 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1553.000 | 723 | 0.666 | 1954 | 43 | 0.344 | 0.466 | 0 | 1 |
| 1509 | 33 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 23 | 4 | 2 | 4 | 6732.000 | 0 | 0.856 | 1644 | 45 | 0.731 | 0.000 | 0 | 0 |
| 1510 | 56 | M | 2 | High School | Married | $120K + | Blue | 37 | 3 | 1 | 2 | 12181.000 | 1702 | 0.834 | 1478 | 33 | 0.500 | 0.140 | 0 | 0 |
| 1511 | 36 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 3 | 1 | 2 | 7056.000 | 0 | 0.815 | 1739 | 35 | 0.842 | 0.000 | 0 | 0 |
| 1512 | 35 | M | 1 | Graduate | Single | $60K - $80K | Blue | 25 | 6 | 1 | 2 | 14365.000 | 0 | 0.610 | 2290 | 62 | 0.632 | 0.000 | 0 | 0 |
| 1513 | 27 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 11473.000 | 829 | 0.707 | 2147 | 41 | 0.519 | 0.072 | 0 | 0 |
| 1514 | 46 | M | 1 | High School | Single | $60K - $80K | Blue | 38 | 5 | 2 | 4 | 23996.000 | 2517 | 0.488 | 1339 | 29 | 0.381 | 0.105 | 0 | 1 |
| 1515 | 48 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 33 | 4 | 2 | 4 | 2998.000 | 1789 | 0.807 | 1825 | 31 | 0.348 | 0.597 | 0 | 0 |
| 1516 | 54 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 30011.000 | 1232 | 0.944 | 1676 | 41 | 0.783 | 0.041 | 0 | 0 |
| 1517 | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 3 | 2405.000 | 1553 | 1.156 | 2503 | 40 | 0.667 | 0.646 | 0 | 0 |
| 1518 | 36 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 3 | 4 | 2 | 21927.000 | 1291 | 0.864 | 1946 | 37 | 0.542 | 0.059 | 0 | 0 |
| 1519 | 56 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 3906.000 | 1851 | 0.730 | 1839 | 33 | 0.833 | 0.474 | 0 | 0 |
| 1520 | 32 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 27 | 5 | 3 | 3 | 10029.000 | 606 | 0.727 | 2192 | 58 | 0.657 | 0.060 | 0 | 0 |
| 1521 | 36 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 30 | 3 | 3 | 4 | 4934.000 | 1504 | 1.520 | 2747 | 42 | 0.448 | 0.305 | 0 | 0 |
| 1522 | 35 | F | 2 | High School | Single | Less than $40K | Silver | 15 | 5 | 2 | 2 | 13882.000 | 1452 | 0.771 | 2685 | 71 | 0.511 | 0.105 | 0 | 0 |
| 1523 | 26 | M | 0 | College | Single | abc | Blue | 13 | 6 | 3 | 2 | 2347.000 | 0 | 0.863 | 2595 | 56 | 0.333 | 0.000 | 0 | 0 |
| 1524 | 32 | M | 1 | High School | Married | $60K - $80K | Blue | 24 | 4 | 2 | 2 | 4116.000 | 1223 | 0.730 | 1657 | 38 | 0.520 | 0.297 | 0 | 0 |
| 1525 | 56 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 13904.000 | 625 | 0.673 | 3151 | 67 | 0.595 | 0.045 | 0 | 0 |
| 1526 | 54 | M | 1 | NaN | Married | $80K - $120K | Blue | 43 | 4 | 2 | 4 | 32558.000 | 2016 | 0.506 | 1440 | 37 | 0.423 | 0.062 | 0 | 0 |
| 1527 | 54 | M | 2 | NaN | Married | $80K - $120K | Blue | 44 | 4 | 1 | 2 | 12902.000 | 1860 | 0.492 | 1273 | 33 | 0.375 | 0.144 | 0 | 0 |
| 1528 | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2509.000 | 1144 | 0.692 | 1804 | 38 | 0.583 | 0.456 | 0 | 0 |
| 1529 | 38 | F | 1 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 3 | 3 | 2484.000 | 2149 | 0.669 | 1200 | 28 | 0.647 | 0.865 | 0 | 0 |
| 1530 | 35 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 2780.000 | 0 | 0.565 | 2469 | 67 | 0.811 | 0.000 | 0 | 0 |
| 1531 | 39 | M | 2 | NaN | Married | $60K - $80K | Blue | 34 | 6 | 2 | 4 | 5219.000 | 1826 | 1.011 | 1715 | 35 | 1.188 | 0.350 | 0 | 0 |
| 1532 | 48 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 18102.000 | 1381 | 0.513 | 1486 | 32 | 0.143 | 0.076 | 0 | 0 |
| 1533 | 29 | M | 0 | Graduate | Married | $40K - $60K | Blue | 18 | 4 | 3 | 4 | 4532.000 | 0 | 0.734 | 1885 | 55 | 0.528 | 0.000 | 0 | 0 |
| 1534 | 33 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 4 | 2 | 2 | 22399.000 | 1431 | 1.019 | 2390 | 62 | 0.722 | 0.064 | 0 | 0 |
| 1535 | 39 | F | 1 | High School | Married | $40K - $60K | Blue | 34 | 6 | 5 | 3 | 4489.000 | 2498 | 0.779 | 2153 | 58 | 0.568 | 0.556 | 0 | 1 |
| 1536 | 35 | F | 2 | Graduate | Single | abc | Blue | 25 | 4 | 1 | 4 | 10329.000 | 514 | 0.708 | 2461 | 68 | 0.838 | 0.050 | 0 | 0 |
| 1537 | 43 | F | 1 | NaN | Divorced | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2637.000 | 1272 | 0.728 | 1569 | 39 | 1.053 | 0.482 | 0 | 0 |
| 1538 | 27 | F | 0 | High School | Married | Less than $40K | Blue | 22 | 4 | 1 | 2 | 1864.000 | 1384 | 0.904 | 1662 | 32 | 0.391 | 0.742 | 0 | 0 |
| 1539 | 52 | F | 2 | Graduate | Single | abc | Blue | 47 | 6 | 3 | 3 | 13276.000 | 1917 | 1.075 | 1901 | 33 | 0.833 | 0.144 | 0 | 0 |
| 1540 | 31 | M | 1 | Graduate | Single | $40K - $60K | Blue | 25 | 5 | 3 | 3 | 1935.000 | 1033 | 0.623 | 2498 | 60 | 1.000 | 0.534 | 0 | 1 |
| 1541 | 45 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 37 | 5 | 2 | 4 | 6784.000 | 891 | 1.047 | 1900 | 28 | 0.556 | 0.131 | 0 | 0 |
| 1542 | 35 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 2 | 4 | 19127.000 | 1880 | 0.788 | 1859 | 33 | 0.571 | 0.098 | 0 | 0 |
| 1543 | 55 | M | 2 | College | Married | $120K + | Blue | 37 | 5 | 2 | 3 | 32641.000 | 1551 | 0.488 | 1327 | 30 | 0.304 | 0.048 | 0 | 0 |
| 1544 | 61 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 5 | 3 | 4 | 1438.300 | 847 | 0.436 | 1397 | 43 | 0.483 | 0.589 | 0 | 0 |
| 1545 | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 2 | 2417.000 | 1929 | 0.886 | 1773 | 42 | 0.556 | 0.798 | 0 | 0 |
| 1546 | 38 | M | 2 | NaN | Married | $80K - $120K | Blue | 34 | 4 | 1 | 3 | 19259.000 | 2266 | 0.920 | 1388 | 27 | 0.929 | 0.118 | 0 | 0 |
| 1547 | 54 | F | 3 | NaN | Married | Less than $40K | Blue | 50 | 6 | 2 | 2 | 3796.000 | 2396 | 0.569 | 2069 | 54 | 0.742 | 0.631 | 0 | 1 |
| 1548 | 40 | M | 5 | NaN | NaN | $80K - $120K | Blue | 22 | 6 | 1 | 4 | 4042.000 | 1744 | 0.582 | 1471 | 37 | 0.542 | 0.431 | 0 | 0 |
| 1549 | 47 | M | 5 | College | Married | $120K + | Blue | 34 | 3 | 1 | 2 | 17603.000 | 1063 | 1.065 | 2902 | 64 | 0.641 | 0.060 | 0 | 0 |
| 1550 | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 46 | 6 | 1 | 4 | 2894.000 | 2077 | 0.574 | 1017 | 25 | 0.562 | 0.718 | 0 | 1 |
| 1551 | 37 | M | 5 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 2 | 1 | 2 | 16730.000 | 1956 | 0.675 | 1740 | 43 | 0.536 | 0.117 | 0 | 0 |
| 1552 | 36 | F | 0 | College | Single | Less than $40K | Blue | 27 | 6 | 3 | 2 | 3282.000 | 1843 | 0.625 | 2614 | 79 | 0.646 | 0.562 | 0 | 0 |
| 1553 | 53 | F | 2 | Uneducated | Married | abc | Blue | 41 | 4 | 2 | 2 | 15815.000 | 1217 | 1.266 | 2135 | 48 | 0.846 | 0.077 | 0 | 0 |
| 1554 | 26 | M | 0 | High School | Single | $60K - $80K | Blue | 21 | 6 | 2 | 3 | 1672.000 | 957 | 0.576 | 2099 | 34 | 0.417 | 0.572 | 0 | 1 |
| 1555 | 45 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 8121.000 | 1595 | 0.743 | 1914 | 45 | 0.500 | 0.196 | 0 | 1 |
| 1556 | 36 | F | 2 | NaN | Married | Less than $40K | Blue | 26 | 4 | 1 | 4 | 3182.000 | 2435 | 0.868 | 1670 | 30 | 0.765 | 0.765 | 0 | 0 |
| 1557 | 60 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 49 | 5 | 1 | 4 | 3182.000 | 1928 | 0.509 | 1233 | 35 | 0.400 | 0.606 | 0 | 0 |
| 1558 | 30 | M | 1 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 2 | 4 | 5061.000 | 0 | 0.911 | 1309 | 38 | 0.462 | 0.000 | 1 | 1 |
| 1559 | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 28 | 5 | 3 | 3 | 6224.000 | 1898 | 1.103 | 3014 | 58 | 0.706 | 0.305 | 0 | 0 |
| 1560 | 33 | F | 0 | NaN | Single | abc | Blue | 36 | 6 | 1 | 3 | 2735.000 | 1769 | 1.465 | 3306 | 71 | 0.972 | 0.647 | 0 | 0 |
| 1561 | 48 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2464.000 | 1867 | 0.600 | 1219 | 35 | 1.333 | 0.758 | 0 | 0 |
| 1562 | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 33 | 4 | 3 | 2 | 3477.000 | 1875 | 0.907 | 1897 | 50 | 1.083 | 0.539 | 0 | 0 |
| 1563 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 24 | 5 | 2 | 2 | 3242.000 | 2076 | 0.612 | 1841 | 46 | 0.533 | 0.640 | 0 | 0 |
| 1564 | 47 | M | 1 | High School | Married | $120K + | Blue | 41 | 3 | 1 | 4 | 27858.000 | 1314 | 0.676 | 1772 | 53 | 0.559 | 0.047 | 0 | 0 |
| 1565 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 20 | 6 | 2 | 3 | 1438.300 | 495 | 1.062 | 2546 | 40 | 0.333 | 0.344 | 0 | 1 |
| 1566 | 49 | M | 3 | College | Single | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.000 | 0 | 0.646 | 1793 | 44 | 0.833 | 0.000 | 0 | 1 |
| 1567 | 38 | M | 3 | High School | Married | $80K - $120K | Blue | 22 | 4 | 2 | 3 | 6361.000 | 694 | 0.844 | 1499 | 31 | 0.938 | 0.109 | 0 | 0 |
| 1568 | 30 | M | 0 | Graduate | Married | Less than $40K | Blue | 21 | 6 | 6 | 2 | 2490.000 | 0 | 0.859 | 1645 | 30 | 0.667 | 0.000 | 0 | 0 |
| 1569 | 53 | M | 3 | High School | Married | $120K + | Blue | 44 | 5 | 6 | 4 | 14057.000 | 1655 | 0.676 | 2073 | 60 | 0.333 | 0.118 | 0 | 0 |
| 1570 | 49 | M | 2 | NaN | Single | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 2461.000 | 1586 | 1.676 | 1729 | 35 | 0.750 | 0.644 | 0 | 0 |
| 1571 | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 21 | 4 | 3 | 3 | 7766.000 | 1278 | 0.806 | 2423 | 74 | 0.609 | 0.165 | 0 | 0 |
| 1572 | 40 | M | 3 | Uneducated | Single | $40K - $60K | Silver | 33 | 4 | 1 | 3 | 21308.000 | 564 | 0.448 | 1322 | 38 | 0.652 | 0.026 | 0 | 1 |
| 1573 | 30 | M | 0 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 4516.000 | 2252 | 0.889 | 1819 | 24 | 0.846 | 0.499 | 0 | 0 |
| 1574 | 42 | F | 3 | College | Single | $40K - $60K | Blue | 30 | 6 | 3 | 2 | 5424.000 | 1812 | 0.513 | 1634 | 44 | 0.760 | 0.334 | 0 | 0 |
| 1575 | 62 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1764.000 | 1540 | 0.937 | 2094 | 47 | 0.958 | 0.873 | 0 | 0 |
| 1576 | 50 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 1 | 3 | 3 | 1493.000 | 932 | 0.466 | 1554 | 43 | 0.344 | 0.624 | 1 | 1 |
| 1577 | 56 | M | 3 | College | Married | $120K + | Blue | 43 | 6 | 2 | 2 | 17539.000 | 2517 | 0.743 | 1220 | 30 | 0.765 | 0.144 | 0 | 0 |
| 1578 | 45 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 6 | 2 | 3 | 34516.000 | 0 | 0.534 | 3530 | 68 | 0.659 | 0.000 | 0 | 0 |
| 1579 | 35 | F | 3 | Uneducated | Married | Less than $40K | Blue | 25 | 4 | 1 | 2 | 2149.000 | 1118 | 0.903 | 1581 | 30 | 1.000 | 0.520 | 0 | 0 |
| 1580 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 4 | 4 | 6256.000 | 1530 | 0.647 | 1629 | 43 | 0.344 | 0.245 | 0 | 0 |
| 1581 | 33 | F | 2 | High School | Single | abc | Blue | 25 | 5 | 1 | 4 | 11922.000 | 792 | 0.667 | 2154 | 61 | 0.525 | 0.066 | 0 | 0 |
| 1582 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 2 | 4 | 4075.000 | 1986 | 1.214 | 2449 | 27 | 0.038 | 0.487 | 1 | 1 |
| 1583 | 53 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 4 | 7290.000 | 2151 | 0.583 | 1312 | 29 | 0.526 | 0.295 | 0 | 0 |
| 1584 | 50 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 5965.000 | 688 | 0.673 | 3382 | 58 | 1.071 | 0.115 | 0 | 0 |
| 1585 | 30 | M | 0 | High School | Married | $120K + | Blue | 13 | 3 | 1 | 4 | 9007.000 | 1965 | 0.698 | 1925 | 42 | 0.448 | 0.218 | 0 | 0 |
| 1586 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6077.000 | 1397 | 0.834 | 2837 | 74 | 0.609 | 0.230 | 0 | 0 |
| 1587 | 37 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 29 | 3 | 3 | 2 | 1808.000 | 1009 | 0.796 | 1744 | 35 | 0.944 | 0.558 | 0 | 0 |
| 1588 | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 12810.000 | 0 | 1.363 | 3174 | 74 | 1.114 | 0.000 | 0 | 0 |
| 1589 | 58 | M | 0 | NaN | Single | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 3421.000 | 2517 | 0.992 | 992 | 21 | 0.400 | 0.736 | 1 | 1 |
| 1590 | 63 | F | 0 | College | Married | $40K - $60K | Blue | 53 | 6 | 1 | 4 | 3118.000 | 1528 | 0.604 | 1291 | 24 | 0.600 | 0.490 | 0 | 0 |
| 1591 | 43 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 4 | 3 | 4 | 20013.000 | 922 | 0.655 | 1518 | 39 | 0.625 | 0.046 | 0 | 0 |
| 1592 | 26 | F | 0 | NaN | Single | abc | Blue | 13 | 4 | 1 | 2 | 4395.000 | 1240 | 0.662 | 2272 | 46 | 0.438 | 0.282 | 0 | 0 |
| 1593 | 37 | F | 1 | NaN | Single | Less than $40K | Blue | 32 | 6 | 3 | 3 | 9661.000 | 0 | 0.926 | 2825 | 60 | 0.818 | 0.000 | 0 | 0 |
| 1594 | 53 | M | 4 | Graduate | Married | $60K - $80K | Blue | 44 | 3 | 2 | 4 | 1973.000 | 1324 | 0.805 | 1587 | 38 | 0.520 | 0.671 | 0 | 0 |
| 1595 | 55 | M | 3 | NaN | Married | $120K + | Blue | 49 | 3 | 2 | 4 | 9926.000 | 2018 | 0.618 | 2235 | 57 | 0.357 | 0.203 | 0 | 0 |
| 1596 | 36 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 4108.000 | 1659 | 1.202 | 2275 | 58 | 0.871 | 0.404 | 0 | 0 |
| 1597 | 51 | M | 3 | High School | Single | $120K + | Blue | 36 | 5 | 1 | 4 | 20741.000 | 2504 | 0.800 | 1818 | 51 | 1.040 | 0.121 | 0 | 0 |
| 1598 | 36 | M | 4 | Graduate | Single | $80K - $120K | Blue | 24 | 6 | 1 | 2 | 16335.000 | 892 | 0.673 | 2733 | 71 | 0.919 | 0.055 | 0 | 0 |
| 1599 | 35 | F | 1 | High School | Married | abc | Blue | 17 | 5 | 3 | 3 | 4588.000 | 2517 | 1.525 | 2442 | 62 | 0.632 | 0.549 | 0 | 0 |
| 1600 | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 5 | 3 | 3 | 5712.000 | 1955 | 0.969 | 2617 | 54 | 0.800 | 0.342 | 0 | 0 |
| 1601 | 57 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 5335.000 | 1206 | 0.690 | 1844 | 49 | 0.750 | 0.226 | 0 | 0 |
| 1602 | 54 | F | 3 | College | Single | abc | Blue | 49 | 6 | 2 | 3 | 13184.000 | 0 | 1.166 | 2047 | 33 | 0.179 | 0.000 | 1 | 1 |
| 1603 | 29 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 20 | 5 | 2 | 3 | 8592.000 | 1201 | 0.778 | 1842 | 50 | 0.852 | 0.140 | 0 | 0 |
| 1604 | 37 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 3 | 2 | 1910.000 | 1164 | 0.744 | 2028 | 39 | 1.053 | 0.609 | 0 | 0 |
| 1605 | 53 | F | 2 | College | Single | Less than $40K | Blue | 45 | 6 | 3 | 3 | 6210.000 | 1083 | 0.621 | 3095 | 62 | 0.590 | 0.174 | 0 | 0 |
| 1606 | 36 | M | 3 | College | Married | $40K - $60K | Blue | 31 | 6 | 2 | 4 | 2220.000 | 1337 | 0.768 | 1685 | 44 | 0.375 | 0.602 | 0 | 0 |
| 1607 | 49 | M | 5 | NaN | Single | $40K - $60K | Silver | 41 | 4 | 2 | 2 | 20756.000 | 1710 | 0.816 | 1502 | 31 | 0.824 | 0.082 | 0 | 0 |
| 1608 | 64 | F | 0 | NaN | Married | $40K - $60K | Blue | 55 | 6 | 3 | 2 | 2895.000 | 2517 | 0.322 | 1541 | 37 | 0.609 | 0.869 | 0 | 0 |
| 1609 | 53 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 3539.000 | 2517 | 0.569 | 1677 | 45 | 0.500 | 0.711 | 0 | 1 |
| 1610 | 52 | M | 1 | Graduate | Married | $120K + | Blue | 44 | 6 | 1 | 4 | 9274.000 | 2097 | 0.776 | 2048 | 59 | 0.639 | 0.226 | 0 | 0 |
| 1611 | 35 | F | 3 | Uneducated | Married | Less than $40K | Blue | 26 | 6 | 1 | 3 | 3187.000 | 2517 | 1.214 | 2072 | 33 | 0.833 | 0.790 | 0 | 0 |
| 1612 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 24 | 2 | 1 | 4 | 2802.000 | 2460 | 1.029 | 1406 | 28 | 0.077 | 0.878 | 1 | 0 |
| 1613 | 50 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 2334.000 | 707 | 0.561 | 1386 | 30 | 0.500 | 0.303 | 0 | 0 |
| 1614 | 65 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 3 | 3 | 1438.300 | 0 | 0.760 | 2249 | 61 | 0.564 | 0.000 | 0 | 1 |
| 1615 | 53 | F | 2 | NaN | Married | Less than $40K | Blue | 44 | 3 | 2 | 4 | 3519.000 | 0 | 0.548 | 1670 | 33 | 0.650 | 0.000 | 0 | 0 |
| 1616 | 53 | M | 1 | NaN | Married | $120K + | Blue | 48 | 3 | 2 | 3 | 3088.000 | 2083 | 0.633 | 1561 | 40 | 0.538 | 0.675 | 0 | 0 |
| 1617 | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 6 | 3 | 0 | 34516.000 | 1002 | 1.345 | 2579 | 68 | 0.700 | 0.029 | 0 | 0 |
| 1618 | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 31 | 3 | 1 | 4 | 11906.000 | 2032 | 0.465 | 1642 | 39 | 0.625 | 0.171 | 0 | 0 |
| 1619 | 53 | F | 3 | High School | Married | abc | Blue | 36 | 4 | 2 | 4 | 11098.000 | 821 | 0.896 | 2156 | 46 | 0.586 | 0.074 | 0 | 1 |
| 1620 | 36 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 22 | 6 | 3 | 4 | 2224.000 | 1772 | 0.810 | 2004 | 44 | 0.419 | 0.797 | 0 | 0 |
| 1621 | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 3454.000 | 1603 | 1.078 | 1575 | 41 | 0.519 | 0.464 | 0 | 0 |
| 1622 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 5723.000 | 1873 | 0.851 | 2732 | 63 | 0.853 | 0.327 | 0 | 0 |
| 1623 | 36 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 9239.000 | 1421 | 0.823 | 2246 | 44 | 0.833 | 0.154 | 0 | 0 |
| 1624 | 39 | M | 2 | College | Single | $80K - $120K | Blue | 24 | 4 | 3 | 2 | 4061.000 | 1775 | 0.686 | 1602 | 40 | 0.667 | 0.437 | 0 | 0 |
| 1625 | 65 | M | 1 | College | Married | Less than $40K | Blue | 56 | 5 | 3 | 2 | 4189.000 | 0 | 0.715 | 1597 | 31 | 0.722 | 0.000 | 0 | 0 |
| 1626 | 45 | F | 1 | NaN | Married | Less than $40K | Blue | 32 | 4 | 1 | 3 | 6373.000 | 1562 | 0.573 | 3483 | 82 | 0.640 | 0.245 | 0 | 0 |
| 1627 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 5 | 2 | 3 | 2228.000 | 1717 | 1.625 | 2334 | 61 | 0.848 | 0.771 | 0 | 0 |
| 1628 | 36 | F | 4 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 2 | 2 | 3261.000 | 2517 | 0.378 | 856 | 18 | 0.059 | 0.772 | 1 | 1 |
| 1629 | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 24 | 3 | 3 | 2 | 8014.000 | 1402 | 0.873 | 1596 | 34 | 0.789 | 0.175 | 0 | 0 |
| 1630 | 35 | F | 2 | College | Married | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 10980.000 | 1726 | 0.856 | 1830 | 36 | 0.636 | 0.157 | 0 | 0 |
| 1631 | 54 | M | 3 | Post-Graduate | Married | $120K + | Blue | 42 | 6 | 3 | 4 | 3092.000 | 2165 | 0.676 | 1369 | 37 | 0.542 | 0.700 | 0 | 0 |
| 1632 | 40 | M | 4 | Graduate | Single | $80K - $120K | Blue | 29 | 5 | 1 | 2 | 14315.000 | 690 | 1.320 | 2603 | 56 | 0.806 | 0.048 | 0 | 0 |
| 1633 | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 46 | 3 | 3 | 3 | 1648.000 | 997 | 0.776 | 1776 | 36 | 0.565 | 0.605 | 0 | 1 |
| 1634 | 26 | F | 0 | High School | Single | $40K - $60K | Blue | 13 | 2 | 2 | 4 | 1730.000 | 1616 | 0.331 | 869 | 27 | 0.286 | 0.934 | 1 | 1 |
| 1635 | 46 | M | 2 | High School | Married | $60K - $80K | Blue | 35 | 6 | 3 | 3 | 13768.000 | 763 | 0.712 | 1390 | 44 | 0.760 | 0.055 | 0 | 0 |
| 1636 | 29 | F | 1 | Graduate | Married | abc | Blue | 19 | 3 | 3 | 4 | 1709.000 | 1465 | 0.558 | 1757 | 48 | 0.548 | 0.857 | 0 | 0 |
| 1637 | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 19 | 5 | 2 | 3 | 1705.000 | 0 | 0.604 | 3342 | 62 | 0.824 | 0.000 | 0 | 0 |
| 1638 | 31 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 25 | 6 | 1 | 2 | 8673.000 | 0 | 0.876 | 2457 | 58 | 0.933 | 0.000 | 0 | 0 |
| 1639 | 35 | M | 1 | High School | Married | $60K - $80K | Blue | 21 | 5 | 2 | 2 | 6391.000 | 2317 | 0.831 | 2274 | 61 | 1.033 | 0.363 | 0 | 0 |
| 1640 | 56 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 45 | 4 | 2 | 2 | 11102.000 | 1946 | 0.625 | 1448 | 36 | 1.000 | 0.175 | 0 | 0 |
| 1641 | 34 | M | 3 | College | Married | $80K - $120K | Blue | 28 | 3 | 1 | 3 | 24765.000 | 1999 | 1.013 | 1544 | 36 | 0.714 | 0.081 | 0 | 0 |
| 1642 | 42 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 27 | 5 | 3 | 4 | 31864.000 | 0 | 1.009 | 1591 | 35 | 0.750 | 0.000 | 0 | 0 |
| 1643 | 29 | M | 1 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 5346.000 | 0 | 0.928 | 3253 | 80 | 0.818 | 0.000 | 0 | 0 |
| 1644 | 32 | M | 0 | Graduate | Single | $40K - $60K | Blue | 21 | 6 | 2 | 3 | 2801.000 | 1472 | 1.027 | 2467 | 54 | 0.800 | 0.526 | 0 | 0 |
| 1645 | 37 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 6 | 6 | 2 | 3148.000 | 0 | 0.498 | 1401 | 31 | 0.722 | 0.000 | 0 | 0 |
| 1646 | 36 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 6 | 5 | 3 | 2786.000 | 1628 | 1.314 | 2853 | 55 | 0.667 | 0.584 | 0 | 0 |
| 1647 | 37 | M | 3 | NaN | Married | $60K - $80K | Blue | 24 | 3 | 1 | 2 | 11894.000 | 816 | 1.561 | 2438 | 45 | 0.607 | 0.069 | 0 | 0 |
| 1648 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 29 | 5 | 3 | 3 | 7535.000 | 2517 | 0.813 | 1655 | 41 | 0.577 | 0.334 | 0 | 0 |
| 1649 | 52 | M | 2 | High School | Married | $60K - $80K | Silver | 35 | 4 | 4 | 3 | 33180.000 | 511 | 0.681 | 797 | 14 | 0.273 | 0.015 | 1 | 1 |
| 1650 | 62 | F | 2 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 2 | 4 | 2986.000 | 1632 | 0.883 | 2141 | 55 | 0.667 | 0.547 | 0 | 0 |
| 1651 | 35 | F | 2 | Graduate | Married | abc | Blue | 23 | 4 | 2 | 2 | 6729.000 | 2375 | 0.579 | 2080 | 50 | 0.351 | 0.353 | 0 | 1 |
| 1652 | 36 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2601.000 | 1817 | 0.663 | 2542 | 67 | 0.675 | 0.699 | 0 | 0 |
| 1653 | 54 | M | 3 | College | Married | $80K - $120K | Blue | 45 | 4 | 3 | 0 | 3380.000 | 1655 | 0.636 | 1636 | 58 | 0.706 | 0.490 | 0 | 0 |
| 1654 | 27 | M | 1 | High School | Single | $60K - $80K | Blue | 18 | 5 | 2 | 2 | 2730.000 | 1351 | 0.623 | 2319 | 61 | 0.743 | 0.495 | 0 | 0 |
| 1655 | 26 | M | 0 | High School | Single | $40K - $60K | Blue | 15 | 3 | 1 | 3 | 3324.000 | 0 | 0.537 | 982 | 22 | 0.692 | 0.000 | 1 | 1 |
| 1656 | 56 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 3 | 3 | 2665.000 | 1844 | 0.554 | 1880 | 58 | 0.758 | 0.692 | 0 | 0 |
| 1657 | 60 | F | 1 | Graduate | Married | $40K - $60K | Blue | 47 | 4 | 3 | 2 | 5015.000 | 2053 | 0.442 | 1325 | 29 | 0.381 | 0.409 | 0 | 0 |
| 1658 | 54 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 6905.000 | 2303 | 0.712 | 1370 | 25 | 0.786 | 0.334 | 0 | 0 |
| 1659 | 48 | M | 3 | NaN | Married | $80K - $120K | Blue | 41 | 5 | 2 | 2 | 5848.000 | 950 | 0.726 | 1961 | 51 | 0.545 | 0.162 | 0 | 0 |
| 1660 | 33 | M | 1 | College | Single | $80K - $120K | Blue | 26 | 4 | 3 | 4 | 19136.000 | 1608 | 0.728 | 2501 | 55 | 0.528 | 0.084 | 0 | 0 |
| 1661 | 64 | F | 0 | NaN | Married | Less than $40K | Blue | 55 | 4 | 3 | 4 | 3500.000 | 1904 | 1.182 | 2003 | 41 | 0.952 | 0.544 | 0 | 0 |
| 1662 | 35 | M | 2 | Graduate | Married | $60K - $80K | Blue | 24 | 5 | 1 | 3 | 7453.000 | 0 | 0.712 | 1691 | 47 | 0.516 | 0.000 | 0 | 0 |
| 1663 | 54 | F | 2 | NaN | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 6266.000 | 1819 | 0.744 | 1456 | 27 | 1.077 | 0.290 | 0 | 0 |
| 1664 | 29 | F | 1 | College | Single | Less than $40K | Blue | 23 | 4 | 3 | 4 | 4945.000 | 0 | 1.033 | 2743 | 69 | 0.769 | 0.000 | 0 | 0 |
| 1665 | 33 | M | 2 | Graduate | Married | $120K + | Blue | 21 | 2 | 2 | 4 | 27992.000 | 0 | 0.433 | 837 | 18 | 1.000 | 0.000 | 1 | 1 |
| 1666 | 34 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 3735.000 | 1285 | 1.034 | 1877 | 33 | 1.200 | 0.344 | 0 | 0 |
| 1667 | 48 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 6703.000 | 1252 | 0.625 | 1843 | 44 | 0.630 | 0.187 | 0 | 0 |
| 1668 | 38 | M | 3 | High School | Single | $80K - $120K | Blue | 27 | 4 | 1 | 4 | 6162.000 | 943 | 0.484 | 1527 | 35 | 0.207 | 0.153 | 0 | 0 |
| 1669 | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 3337.000 | 795 | 0.524 | 3951 | 68 | 0.619 | 0.238 | 0 | 0 |
| 1670 | 55 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2205.000 | 1337 | 0.650 | 1591 | 38 | 0.727 | 0.606 | 0 | 0 |
| 1671 | 62 | M | 1 | High School | Married | $40K - $60K | Blue | 43 | 5 | 1 | 3 | 4450.000 | 1444 | 0.465 | 1326 | 44 | 0.419 | 0.324 | 0 | 0 |
| 1672 | 33 | F | 0 | NaN | Married | Less than $40K | Blue | 28 | 4 | 2 | 4 | 1438.300 | 0 | 0.916 | 2914 | 70 | 0.591 | 0.000 | 0 | 0 |
| 1673 | 38 | M | 2 | NaN | Married | $80K - $120K | Blue | 18 | 6 | 1 | 2 | 2172.000 | 1475 | 1.158 | 2447 | 46 | 1.300 | 0.679 | 0 | 0 |
| 1674 | 39 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 29 | 4 | 2 | 2 | 4323.000 | 1267 | 1.102 | 3078 | 58 | 0.611 | 0.293 | 0 | 0 |
| 1675 | 56 | M | 1 | College | Married | $80K - $120K | Blue | 45 | 5 | 1 | 3 | 4145.000 | 1468 | 0.579 | 1238 | 36 | 0.500 | 0.354 | 0 | 0 |
| 1676 | 36 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 3 | 3 | 2032.000 | 1003 | 1.005 | 2454 | 46 | 0.586 | 0.494 | 0 | 1 |
| 1677 | 29 | M | 1 | College | Single | $80K - $120K | Blue | 19 | 5 | 3 | 3 | 7010.000 | 2103 | 1.007 | 2413 | 48 | 1.087 | 0.300 | 0 | 0 |
| 1678 | 57 | M | 3 | High School | Married | $120K + | Blue | 50 | 3 | 3 | 2 | 3205.000 | 1530 | 0.673 | 2126 | 58 | 0.657 | 0.477 | 0 | 0 |
| 1679 | 55 | F | 3 | Post-Graduate | Married | abc | Blue | 36 | 3 | 2 | 3 | 16547.000 | 1521 | 0.555 | 1782 | 48 | 0.333 | 0.092 | 0 | 0 |
| 1680 | 51 | F | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 3 | 2 | 4 | 5930.000 | 0 | 1.190 | 2041 | 32 | 0.684 | 0.000 | 0 | 0 |
| 1681 | 57 | F | 3 | College | Single | abc | Blue | 39 | 4 | 1 | 2 | 7469.000 | 1752 | 0.923 | 2050 | 46 | 0.917 | 0.235 | 0 | 0 |
| 1682 | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 2 | 3 | 2235.000 | 0 | 0.556 | 1229 | 27 | 0.350 | 0.000 | 0 | 0 |
| 1683 | 26 | M | 0 | College | Single | $40K - $60K | Blue | 13 | 5 | 2 | 2 | 2047.000 | 1196 | 0.623 | 2180 | 33 | 0.941 | 0.584 | 0 | 0 |
| 1684 | 36 | F | 4 | Uneducated | Single | abc | Silver | 21 | 3 | 1 | 2 | 34516.000 | 907 | 0.572 | 2298 | 55 | 0.719 | 0.026 | 0 | 0 |
| 1685 | 53 | F | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 3 | 4 | 2636.000 | 2357 | 0.654 | 1333 | 34 | 0.545 | 0.894 | 0 | 0 |
| 1686 | 41 | M | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 6425.000 | 915 | 0.958 | 2036 | 44 | 0.692 | 0.142 | 0 | 1 |
| 1687 | 26 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 13 | 5 | 3 | 2 | 2902.000 | 1668 | 0.621 | 2088 | 34 | 0.478 | 0.575 | 0 | 0 |
| 1688 | 51 | F | 1 | College | Divorced | Less than $40K | Blue | 42 | 3 | 2 | 3 | 4002.000 | 1669 | 0.702 | 2024 | 53 | 1.120 | 0.417 | 0 | 0 |
| 1689 | 34 | M | 0 | Graduate | Married | $60K - $80K | Blue | 26 | 4 | 3 | 3 | 5175.000 | 977 | 1.705 | 2405 | 49 | 0.885 | 0.189 | 0 | 0 |
| 1690 | 65 | F | 1 | NaN | Single | $40K - $60K | Blue | 48 | 4 | 2 | 4 | 4599.000 | 637 | 0.622 | 2608 | 78 | 0.592 | 0.139 | 0 | 0 |
| 1691 | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 43 | 4 | 3 | 4 | 31258.000 | 1518 | 0.917 | 2866 | 53 | 0.893 | 0.049 | 0 | 0 |
| 1692 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 2683.000 | 1671 | 0.784 | 1406 | 37 | 0.423 | 0.623 | 0 | 0 |
| 1693 | 37 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 3 | 4 | 3 | 11638.000 | 926 | 0.262 | 563 | 15 | 0.364 | 0.080 | 1 | 1 |
| 1694 | 40 | F | 3 | Graduate | Married | abc | Blue | 20 | 3 | 1 | 3 | 1829.000 | 1140 | 0.325 | 1610 | 49 | 0.400 | 0.623 | 0 | 1 |
| 1695 | 55 | M | 0 | Doctorate | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 8276.000 | 1671 | 0.359 | 1409 | 25 | 0.250 | 0.202 | 0 | 0 |
| 1696 | 45 | M | 4 | High School | NaN | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 23539.000 | 1261 | 0.484 | 1485 | 38 | 0.462 | 0.054 | 0 | 0 |
| 1697 | 37 | F | 2 | High School | Married | Less than $40K | Blue | 31 | 5 | 3 | 3 | 2352.000 | 0 | 1.467 | 2344 | 48 | 0.920 | 0.000 | 0 | 0 |
| 1698 | 30 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 2 | 11371.000 | 1015 | 1.483 | 2768 | 68 | 0.889 | 0.089 | 0 | 0 |
| 1699 | 55 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 6 | 6 | 2 | 2857.000 | 2517 | 0.871 | 1869 | 47 | 0.567 | 0.881 | 0 | 0 |
| 1700 | 36 | M | 2 | Graduate | Single | $80K - $120K | Silver | 27 | 5 | 2 | 4 | 34516.000 | 1568 | 0.878 | 2873 | 73 | 0.659 | 0.045 | 0 | 0 |
| 1701 | 39 | M | 1 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 4 | 6690.000 | 1884 | 0.791 | 1734 | 39 | 0.625 | 0.282 | 0 | 0 |
| 1702 | 34 | M | 2 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 1 | 4 | 4439.000 | 844 | 0.863 | 2858 | 71 | 0.690 | 0.190 | 0 | 0 |
| 1703 | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 5344.000 | 1582 | 0.537 | 1984 | 36 | 1.000 | 0.296 | 0 | 0 |
| 1704 | 42 | M | 3 | High School | Divorced | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 27310.000 | 0 | 0.919 | 1537 | 41 | 1.050 | 0.000 | 0 | 0 |
| 1705 | 61 | M | 1 | Graduate | Married | $40K - $60K | Blue | 50 | 6 | 2 | 4 | 2531.000 | 2360 | 0.955 | 1263 | 35 | 0.591 | 0.932 | 0 | 0 |
| 1706 | 31 | M | 1 | College | Single | $40K - $60K | Blue | 22 | 4 | 1 | 3 | 9096.000 | 0 | 0.768 | 2318 | 54 | 0.688 | 0.000 | 0 | 1 |
| 1707 | 40 | M | 3 | College | Single | $80K - $120K | Silver | 33 | 1 | 3 | 4 | 34516.000 | 0 | 0.927 | 1112 | 26 | 0.368 | 0.000 | 1 | 1 |
| 1708 | 42 | F | 3 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 1 | 2 | 7169.000 | 902 | 0.834 | 1438 | 35 | 0.591 | 0.126 | 0 | 0 |
| 1709 | 54 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5399.000 | 1723 | 0.765 | 1292 | 34 | 0.889 | 0.319 | 0 | 0 |
| 1710 | 52 | F | 3 | NaN | Married | Less than $40K | Blue | 47 | 6 | 3 | 2 | 2280.000 | 1170 | 0.603 | 1924 | 50 | 0.667 | 0.513 | 0 | 0 |
| 1711 | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 21 | 4 | 1 | 4 | 6315.000 | 1305 | 0.542 | 2205 | 43 | 0.265 | 0.207 | 0 | 1 |
| 1712 | 43 | M | 3 | NaN | Married | $40K - $60K | Blue | 33 | 6 | 1 | 2 | 4402.000 | 1640 | 0.719 | 1774 | 46 | 1.000 | 0.373 | 0 | 0 |
| 1713 | 49 | M | 2 | NaN | Married | $120K + | Blue | 34 | 5 | 4 | 2 | 27732.000 | 1623 | 0.452 | 1413 | 31 | 0.722 | 0.059 | 0 | 0 |
| 1714 | 45 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 4947.000 | 1053 | 1.195 | 3479 | 76 | 0.810 | 0.213 | 0 | 0 |
| 1715 | 38 | M | 1 | Graduate | Married | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 3946.000 | 2375 | 0.921 | 1646 | 43 | 0.536 | 0.602 | 0 | 0 |
| 1716 | 57 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 52 | 5 | 3 | 4 | 12291.000 | 2289 | 0.685 | 1683 | 50 | 0.471 | 0.186 | 0 | 0 |
| 1717 | 63 | F | 2 | Graduate | Married | $40K - $60K | Blue | 53 | 4 | 2 | 4 | 3067.000 | 1874 | 0.791 | 1420 | 32 | 0.455 | 0.611 | 0 | 0 |
| 1718 | 42 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.300 | 674 | 1.769 | 2451 | 55 | 1.292 | 0.469 | 0 | 0 |
| 1719 | 61 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 47 | 4 | 2 | 4 | 8633.000 | 2517 | 0.681 | 2066 | 51 | 0.457 | 0.292 | 0 | 1 |
| 1720 | 37 | M | 2 | NaN | Single | $40K - $60K | Blue | 28 | 4 | 4 | 3 | 2394.000 | 0 | 1.059 | 2805 | 85 | 0.667 | 0.000 | 0 | 0 |
| 1721 | 61 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 3 | 0 | 4 | 11374.000 | 2517 | 1.015 | 1088 | 26 | 1.167 | 0.221 | 1 | 1 |
| 1722 | 35 | M | 3 | College | Married | $60K - $80K | Blue | 28 | 4 | 3 | 4 | 6921.000 | 2159 | 0.895 | 1931 | 35 | 0.750 | 0.312 | 0 | 0 |
| 1723 | 57 | M | 0 | Graduate | Married | $80K - $120K | Blue | 52 | 4 | 6 | 4 | 2564.000 | 2379 | 0.358 | 1343 | 35 | 0.296 | 0.928 | 0 | 0 |
| 1724 | 64 | M | 1 | NaN | Married | Less than $40K | Blue | 55 | 4 | 3 | 4 | 2720.000 | 1904 | 0.634 | 1613 | 43 | 0.344 | 0.700 | 0 | 0 |
| 1725 | 39 | F | 2 | Doctorate | Married | abc | Blue | 36 | 3 | 2 | 4 | 9843.000 | 2154 | 0.733 | 1402 | 35 | 0.667 | 0.219 | 0 | 0 |
| 1726 | 28 | F | 0 | NaN | Single | abc | Blue | 13 | 5 | 3 | 2 | 21691.000 | 661 | 0.767 | 2534 | 51 | 0.962 | 0.030 | 0 | 0 |
| 1727 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 45 | 6 | 3 | 2 | 1826.000 | 883 | 0.953 | 2199 | 48 | 1.000 | 0.484 | 0 | 0 |
| 1728 | 39 | M | 1 | NaN | Married | $60K - $80K | Blue | 24 | 6 | 3 | 0 | 5746.000 | 1829 | 0.649 | 1562 | 44 | 0.913 | 0.318 | 0 | 0 |
| 1729 | 35 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 6 | 2 | 4 | 2926.000 | 1346 | 0.834 | 1851 | 48 | 0.455 | 0.460 | 0 | 0 |
| 1730 | 47 | F | 5 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 7061.000 | 1813 | 0.744 | 1831 | 60 | 0.500 | 0.257 | 0 | 0 |
| 1731 | 47 | M | 4 | NaN | Married | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 5589.000 | 1430 | 0.632 | 1570 | 31 | 0.722 | 0.256 | 0 | 0 |
| 1732 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 9620.000 | 2033 | 0.667 | 1735 | 43 | 0.387 | 0.211 | 0 | 0 |
| 1733 | 26 | F | 1 | High School | Single | Less than $40K | Blue | 15 | 5 | 3 | 3 | 2539.000 | 2162 | 0.635 | 2386 | 47 | 0.382 | 0.852 | 0 | 0 |
| 1734 | 37 | F | 3 | Graduate | Single | abc | Blue | 28 | 4 | 2 | 3 | 3642.000 | 610 | 0.676 | 2790 | 68 | 0.581 | 0.167 | 0 | 0 |
| 1735 | 57 | M | 2 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 4 | 3 | 3451.000 | 0 | 0.744 | 3031 | 57 | 0.676 | 0.000 | 0 | 1 |
| 1736 | 38 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1841.000 | 1246 | 0.759 | 1819 | 35 | 0.522 | 0.677 | 0 | 0 |
| 1737 | 39 | M | 1 | Graduate | Married | $120K + | Blue | 25 | 6 | 3 | 2 | 5764.000 | 1529 | 1.356 | 1972 | 38 | 0.520 | 0.265 | 0 | 0 |
| 1738 | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 16 | 6 | 3 | 2 | 18278.000 | 0 | 0.798 | 2084 | 61 | 1.103 | 0.000 | 0 | 0 |
| 1739 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 4 | 3 | 2 | 16059.000 | 618 | 0.824 | 1357 | 26 | 1.000 | 0.038 | 0 | 0 |
| 1740 | 56 | M | 2 | NaN | Married | $60K - $80K | Blue | 41 | 3 | 2 | 2 | 5887.000 | 659 | 0.650 | 1193 | 26 | 0.300 | 0.112 | 0 | 0 |
| 1741 | 36 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 31 | 6 | 2 | 2 | 3152.000 | 1986 | 1.328 | 2530 | 50 | 0.724 | 0.630 | 0 | 0 |
| 1742 | 39 | M | 1 | College | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 4 | 12464.000 | 0 | 0.864 | 1195 | 35 | 0.522 | 0.000 | 1 | 1 |
| 1743 | 58 | F | 1 | Uneducated | Married | abc | Blue | 36 | 5 | 2 | 3 | 4784.000 | 0 | 0.905 | 2160 | 54 | 0.929 | 0.000 | 0 | 0 |
| 1744 | 28 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1950.000 | 0 | 0.803 | 2074 | 81 | 0.800 | 0.000 | 0 | 0 |
| 1745 | 65 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 3 | 2 | 7478.000 | 0 | 0.847 | 2213 | 62 | 0.771 | 0.000 | 0 | 0 |
| 1746 | 26 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 4 | 3 | 4 | 1438.300 | 0 | 0.764 | 2731 | 39 | 0.500 | 0.000 | 0 | 1 |
| 1747 | 28 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1707.000 | 1191 | 0.669 | 2950 | 87 | 0.977 | 0.698 | 0 | 0 |
| 1748 | 30 | F | 1 | Uneducated | Married | abc | Blue | 13 | 5 | 2 | 2 | 4016.000 | 917 | 1.246 | 2572 | 35 | 0.591 | 0.228 | 0 | 0 |
| 1749 | 31 | F | 0 | Uneducated | Married | Less than $40K | Blue | 19 | 5 | 3 | 2 | 2370.000 | 1699 | 0.889 | 2411 | 53 | 0.656 | 0.717 | 0 | 0 |
| 1750 | 57 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 1 | 4 | 3478.000 | 2517 | 0.685 | 1409 | 49 | 0.750 | 0.724 | 0 | 0 |
| 1751 | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 32 | 6 | 2 | 2 | 1539.000 | 989 | 0.860 | 1987 | 47 | 0.808 | 0.643 | 0 | 0 |
| 1752 | 26 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 3 | 2 | 4 | 1438.300 | 0 | 0.506 | 947 | 20 | 0.053 | 0.000 | 1 | 1 |
| 1753 | 39 | F | 2 | High School | Single | $40K - $60K | Blue | 26 | 6 | 3 | 2 | 3142.000 | 1639 | 0.986 | 3046 | 56 | 1.154 | 0.522 | 0 | 0 |
| 1754 | 35 | M | 0 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 17236.000 | 0 | 0.958 | 3013 | 78 | 0.696 | 0.000 | 0 | 0 |
| 1755 | 52 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 1 | 4 | 1438.300 | 0 | 0.529 | 1679 | 39 | 0.500 | 0.000 | 0 | 1 |
| 1756 | 33 | M | 1 | Graduate | Single | $80K - $120K | Blue | 20 | 5 | 3 | 2 | 13206.000 | 925 | 0.766 | 2342 | 51 | 1.318 | 0.070 | 0 | 0 |
| 1757 | 53 | M | 3 | High School | Married | $60K - $80K | Blue | 41 | 3 | 1 | 0 | 2480.000 | 1351 | 0.522 | 1359 | 36 | 0.565 | 0.545 | 0 | 0 |
| 1758 | 30 | F | 0 | NaN | Married | Less than $40K | Blue | 19 | 5 | 1 | 4 | 2898.000 | 0 | 1.154 | 2632 | 64 | 0.778 | 0.000 | 0 | 0 |
| 1759 | 59 | M | 0 | NaN | Married | Less than $40K | Blue | 51 | 5 | 3 | 4 | 1570.000 | 1028 | 0.742 | 1430 | 28 | 1.333 | 0.655 | 0 | 0 |
| 1760 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 3 | 4460.000 | 1262 | 0.898 | 1877 | 41 | 0.783 | 0.283 | 0 | 0 |
| 1761 | 33 | F | 2 | Uneducated | Married | Less than $40K | Blue | 22 | 4 | 2 | 4 | 1544.000 | 0 | 0.677 | 1731 | 40 | 0.739 | 0.000 | 0 | 1 |
| 1762 | 52 | F | 2 | High School | Married | abc | Blue | 44 | 6 | 3 | 2 | 3456.000 | 2219 | 0.636 | 1332 | 24 | 0.500 | 0.642 | 0 | 0 |
| 1763 | 26 | F | 1 | College | Single | abc | Blue | 16 | 4 | 3 | 3 | 2751.000 | 1599 | 0.694 | 2270 | 44 | 0.333 | 0.581 | 0 | 0 |
| 1764 | 52 | M | 4 | High School | Married | $60K - $80K | Blue | 44 | 6 | 3 | 4 | 4153.000 | 0 | 0.434 | 1771 | 41 | 0.367 | 0.000 | 0 | 1 |
| 1765 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3685.000 | 1396 | 0.974 | 3016 | 85 | 0.809 | 0.379 | 0 | 0 |
| 1766 | 56 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 4 | 1 | 4 | 8902.000 | 1932 | 0.781 | 969 | 29 | 1.071 | 0.217 | 0 | 1 |
| 1767 | 35 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 3 | 3 | 4 | 2944.000 | 1596 | 0.737 | 2070 | 44 | 0.467 | 0.542 | 0 | 1 |
| 1768 | 58 | F | 0 | Graduate | Married | Less than $40K | Blue | 47 | 5 | 3 | 2 | 2232.000 | 786 | 0.435 | 1395 | 39 | 0.345 | 0.352 | 0 | 0 |
| 1769 | 34 | F | 3 | NaN | Married | $40K - $60K | Blue | 29 | 3 | 2 | 4 | 1569.000 | 909 | 1.288 | 2169 | 48 | 1.182 | 0.579 | 0 | 0 |
| 1770 | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 26 | 4 | 2 | 2 | 23622.000 | 1153 | 0.666 | 2574 | 65 | 0.625 | 0.049 | 0 | 0 |
| 1771 | 53 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 6 | 3 | 3 | 3326.000 | 1442 | 0.711 | 1627 | 54 | 1.077 | 0.434 | 0 | 0 |
| 1772 | 38 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 31 | 4 | 3 | 3 | 6116.000 | 1698 | 0.937 | 1592 | 32 | 1.000 | 0.278 | 0 | 0 |
| 1773 | 38 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 1 | 3 | 11352.000 | 0 | 1.324 | 1601 | 34 | 1.125 | 0.000 | 0 | 0 |
| 1774 | 28 | F | 0 | NaN | Single | Less than $40K | Silver | 36 | 4 | 3 | 4 | 14910.000 | 873 | 0.737 | 2560 | 72 | 0.674 | 0.059 | 0 | 0 |
| 1775 | 39 | F | 0 | High School | Single | abc | Blue | 27 | 6 | 3 | 3 | 17531.000 | 0 | 0.800 | 4563 | 61 | 0.743 | 0.000 | 0 | 0 |
| 1776 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 3 | 2 | 3 | 4138.000 | 643 | 0.681 | 1827 | 49 | 0.581 | 0.155 | 0 | 1 |
| 1777 | 36 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 8374.000 | 2147 | 1.113 | 2472 | 65 | 1.167 | 0.256 | 0 | 0 |
| 1778 | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 3 | 3 | 7049.000 | 0 | 0.988 | 1475 | 27 | 1.700 | 0.000 | 0 | 0 |
| 1779 | 37 | M | 1 | Graduate | Single | $40K - $60K | Blue | 27 | 5 | 3 | 4 | 3851.000 | 1695 | 0.717 | 2349 | 61 | 0.968 | 0.440 | 0 | 0 |
| 1780 | 37 | M | 4 | College | Single | $60K - $80K | Blue | 30 | 5 | 1 | 4 | 15936.000 | 827 | 1.085 | 2477 | 49 | 1.042 | 0.052 | 0 | 0 |
| 1781 | 29 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 19 | 5 | 4 | 4 | 2926.000 | 0 | 0.840 | 2775 | 74 | 1.114 | 0.000 | 0 | 0 |
| 1782 | 51 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 10305.000 | 691 | 0.485 | 1451 | 25 | 0.667 | 0.067 | 0 | 0 |
| 1783 | 54 | M | 1 | College | Married | $60K - $80K | Blue | 42 | 3 | 2 | 2 | 2987.000 | 2517 | 0.479 | 1617 | 35 | 0.750 | 0.843 | 0 | 0 |
| 1784 | 35 | M | 0 | High School | Single | $80K - $120K | Gold | 29 | 6 | 2 | 3 | 34516.000 | 1965 | 1.044 | 2949 | 70 | 1.000 | 0.057 | 0 | 0 |
| 1785 | 38 | F | 2 | College | Married | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 6275.000 | 1579 | 0.996 | 1585 | 43 | 0.720 | 0.252 | 0 | 0 |
| 1786 | 33 | F | 2 | High School | Married | Less than $40K | Blue | 27 | 3 | 2 | 3 | 7185.000 | 0 | 1.504 | 2679 | 45 | 0.800 | 0.000 | 0 | 0 |
| 1787 | 45 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 3281.000 | 1961 | 0.744 | 1779 | 47 | 0.808 | 0.598 | 0 | 0 |
| 1788 | 61 | M | 0 | Graduate | Married | $40K - $60K | Blue | 54 | 3 | 3 | 2 | 3077.000 | 1646 | 0.456 | 1523 | 30 | 0.579 | 0.535 | 0 | 0 |
| 1789 | 33 | F | 3 | Uneducated | Married | Less than $40K | Blue | 16 | 6 | 1 | 4 | 2042.000 | 1864 | 1.318 | 2758 | 50 | 0.852 | 0.913 | 0 | 0 |
| 1790 | 55 | M | 4 | High School | Single | $60K - $80K | Blue | 51 | 4 | 1 | 4 | 2001.000 | 1553 | 0.482 | 1910 | 51 | 0.700 | 0.776 | 0 | 0 |
| 1791 | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 3625.000 | 2517 | 1.158 | 2616 | 46 | 1.300 | 0.694 | 0 | 0 |
| 1792 | 58 | M | 4 | High School | Married | $40K - $60K | Blue | 47 | 6 | 3 | 4 | 7803.000 | 1885 | 0.531 | 1199 | 25 | 0.316 | 0.242 | 0 | 0 |
| 1793 | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 1 | 2 | 5951.000 | 1702 | 1.264 | 2565 | 53 | 0.710 | 0.286 | 0 | 0 |
| 1794 | 59 | M | 1 | College | Married | $120K + | Blue | 50 | 1 | 5 | 4 | 15796.000 | 812 | 0.719 | 1339 | 23 | 0.150 | 0.051 | 1 | 1 |
| 1795 | 57 | M | 4 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 7558.000 | 1364 | 0.719 | 3676 | 67 | 0.558 | 0.180 | 0 | 0 |
| 1796 | 55 | M | 1 | High School | Married | $60K - $80K | Blue | 46 | 6 | 1 | 3 | 5381.000 | 0 | 0.746 | 1910 | 38 | 1.000 | 0.000 | 0 | 1 |
| 1797 | 63 | M | 0 | Graduate | Married | $60K - $80K | Blue | 55 | 4 | 1 | 4 | 3556.000 | 2517 | 0.983 | 2279 | 56 | 0.600 | 0.708 | 0 | 0 |
| 1798 | 60 | M | 1 | High School | Married | Less than $40K | Blue | 55 | 5 | 1 | 4 | 2661.000 | 1466 | 0.631 | 1354 | 25 | 0.316 | 0.551 | 0 | 0 |
| 1799 | 53 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 3506.000 | 1405 | 0.766 | 1999 | 48 | 0.655 | 0.401 | 0 | 0 |
| 1800 | 35 | M | 3 | High School | Married | $60K - $80K | Blue | 24 | 3 | 2 | 2 | 2066.000 | 1699 | 0.624 | 1895 | 43 | 0.536 | 0.822 | 0 | 0 |
| 1801 | 53 | M | 1 | NaN | Married | $120K + | Blue | 42 | 4 | 1 | 4 | 8329.000 | 877 | 0.432 | 1570 | 56 | 0.333 | 0.105 | 0 | 1 |
| 1802 | 58 | M | 2 | Graduate | Married | Less than $40K | Blue | 48 | 4 | 1 | 0 | 2774.000 | 0 | 0.721 | 1258 | 33 | 0.435 | 0.000 | 0 | 0 |
| 1803 | 33 | F | 1 | Post-Graduate | Married | abc | Blue | 36 | 5 | 3 | 3 | 4134.000 | 1130 | 1.222 | 2475 | 52 | 0.926 | 0.273 | 0 | 0 |
| 1804 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 11329.000 | 1180 | 0.648 | 1213 | 33 | 0.571 | 0.104 | 0 | 0 |
| 1805 | 59 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 53 | 3 | 2 | 2 | 9055.000 | 1560 | 0.696 | 1755 | 45 | 0.800 | 0.172 | 0 | 0 |
| 1806 | 37 | M | 1 | High School | Married | $120K + | Blue | 32 | 6 | 2 | 2 | 17393.000 | 1409 | 0.608 | 1692 | 38 | 0.652 | 0.081 | 0 | 0 |
| 1807 | 50 | F | 4 | High School | Divorced | Less than $40K | Blue | 43 | 6 | 3 | 4 | 5908.000 | 0 | 0.822 | 3313 | 72 | 0.756 | 0.000 | 0 | 0 |
| 1808 | 35 | F | 2 | Uneducated | Married | Less than $40K | Blue | 21 | 6 | 2 | 3 | 5825.000 | 1815 | 1.132 | 2820 | 62 | 0.879 | 0.312 | 0 | 0 |
| 1809 | 28 | M | 0 | Post-Graduate | Married | $40K - $60K | Blue | 16 | 5 | 1 | 3 | 3665.000 | 0 | 0.737 | 1813 | 31 | 0.409 | 0.000 | 0 | 0 |
| 1810 | 37 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 4 | 2 | 2 | 3797.000 | 1425 | 1.505 | 2555 | 44 | 0.833 | 0.375 | 0 | 0 |
| 1811 | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 28 | 4 | 3 | 4 | 3478.000 | 0 | 0.650 | 2133 | 54 | 0.543 | 0.000 | 0 | 1 |
| 1812 | 31 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 20 | 5 | 3 | 3 | 13734.000 | 0 | 0.855 | 2566 | 74 | 0.762 | 0.000 | 0 | 0 |
| 1813 | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 23 | 4 | 3 | 2 | 3034.000 | 2167 | 0.711 | 2058 | 49 | 0.485 | 0.714 | 0 | 0 |
| 1814 | 39 | M | 4 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 1 | 4 | 2973.000 | 2360 | 1.257 | 2593 | 57 | 0.781 | 0.794 | 0 | 0 |
| 1815 | 38 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 1 | 2 | 24296.000 | 0 | 0.781 | 1886 | 48 | 0.500 | 0.000 | 0 | 0 |
| 1816 | 35 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 3 | 1 | 3 | 8969.000 | 1226 | 0.840 | 2568 | 59 | 0.735 | 0.137 | 0 | 0 |
| 1817 | 30 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2550.000 | 1623 | 0.650 | 1870 | 51 | 0.275 | 0.636 | 0 | 0 |
| 1818 | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Silver | 35 | 5 | 1 | 3 | 10357.000 | 0 | 0.506 | 911 | 25 | 0.190 | 0.000 | 1 | 1 |
| 1819 | 33 | F | 2 | Uneducated | NaN | Less than $40K | Blue | 21 | 5 | 1 | 4 | 1475.000 | 986 | 0.896 | 1896 | 33 | 0.833 | 0.668 | 0 | 0 |
| 1820 | 47 | M | 3 | NaN | Single | $40K - $60K | Blue | 36 | 3 | 6 | 2 | 5154.000 | 1407 | 0.666 | 1694 | 32 | 0.778 | 0.273 | 0 | 0 |
| 1821 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 3586.000 | 1414 | 0.745 | 2780 | 57 | 0.727 | 0.394 | 0 | 0 |
| 1822 | 38 | M | 3 | NaN | Married | $60K - $80K | Blue | 28 | 3 | 1 | 2 | 4646.000 | 1680 | 1.238 | 2234 | 35 | 0.667 | 0.362 | 0 | 0 |
| 1823 | 39 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1640.000 | 1177 | 0.695 | 3124 | 66 | 0.784 | 0.718 | 0 | 0 |
| 1824 | 34 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 2379.000 | 1982 | 1.194 | 2966 | 50 | 1.381 | 0.833 | 0 | 0 |
| 1825 | 65 | M | 0 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 3 | 2 | 3422.000 | 0 | 0.929 | 1973 | 59 | 0.686 | 0.000 | 0 | 0 |
| 1826 | 43 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 28 | 3 | 2 | 3 | 4365.000 | 0 | 0.320 | 1720 | 40 | 0.379 | 0.000 | 0 | 1 |
| 1827 | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 33 | 1 | 4 | 4 | 32938.000 | 2089 | 0.720 | 1137 | 26 | 0.238 | 0.063 | 1 | 1 |
| 1828 | 48 | M | 4 | Post-Graduate | NaN | $40K - $60K | Blue | 44 | 6 | 2 | 4 | 6710.000 | 1942 | 0.777 | 1727 | 37 | 0.850 | 0.289 | 0 | 0 |
| 1829 | 38 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2507.000 | 1544 | 0.906 | 1999 | 34 | 0.789 | 0.616 | 0 | 0 |
| 1830 | 65 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 56 | 3 | 6 | 3 | 6184.000 | 0 | 1.016 | 1712 | 27 | 0.286 | 0.000 | 1 | 1 |
| 1831 | 36 | F | 2 | NaN | Married | Less than $40K | Blue | 29 | 6 | 3 | 4 | 2029.000 | 1190 | 0.628 | 1802 | 40 | 0.481 | 0.586 | 0 | 0 |
| 1832 | 35 | M | 3 | Graduate | Single | $40K - $60K | Silver | 17 | 6 | 3 | 2 | 16659.000 | 0 | 1.012 | 2551 | 74 | 0.609 | 0.000 | 0 | 0 |
| 1833 | 58 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 4 | 2 | 2 | 2203.000 | 1394 | 0.570 | 1788 | 45 | 0.364 | 0.633 | 0 | 0 |
| 1834 | 54 | F | 3 | High School | Married | abc | Blue | 38 | 4 | 2 | 4 | 5122.000 | 1642 | 0.935 | 1908 | 39 | 0.696 | 0.321 | 0 | 0 |
| 1835 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 48 | 4 | 1 | 3 | 3074.000 | 2390 | 0.421 | 1377 | 38 | 0.583 | 0.777 | 0 | 0 |
| 1836 | 38 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 2584.000 | 0 | 0.593 | 1843 | 28 | 0.647 | 0.000 | 0 | 1 |
| 1837 | 31 | M | 1 | NaN | Single | $40K - $60K | Blue | 26 | 4 | 1 | 2 | 2037.000 | 0 | 0.880 | 2563 | 64 | 0.641 | 0.000 | 0 | 0 |
| 1838 | 34 | M | 1 | Graduate | Married | $120K + | Blue | 29 | 4 | 3 | 2 | 14938.000 | 1412 | 0.677 | 1930 | 36 | 0.636 | 0.095 | 0 | 0 |
| 1839 | 38 | M | 3 | NaN | Married | $60K - $80K | Blue | 31 | 6 | 1 | 2 | 2014.000 | 896 | 1.055 | 2460 | 52 | 0.857 | 0.445 | 0 | 0 |
| 1840 | 39 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 3 | 4 | 3 | 1818.000 | 0 | 0.651 | 2054 | 55 | 0.774 | 0.000 | 1 | 1 |
| 1841 | 37 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 14926.000 | 0 | 0.635 | 2405 | 55 | 0.667 | 0.000 | 0 | 0 |
| 1842 | 51 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2827.000 | 1308 | 0.790 | 3291 | 55 | 0.618 | 0.463 | 0 | 0 |
| 1843 | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 42 | 3 | 2 | 4 | 2773.000 | 1507 | 1.060 | 1197 | 25 | 1.083 | 0.543 | 0 | 0 |
| 1844 | 53 | M | 0 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 16033.000 | 560 | 0.963 | 1158 | 31 | 1.067 | 0.035 | 0 | 0 |
| 1845 | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 54 | 5 | 3 | 4 | 3213.000 | 2517 | 0.507 | 1855 | 39 | 0.773 | 0.783 | 0 | 1 |
| 1846 | 33 | F | 3 | High School | Divorced | Less than $40K | Blue | 26 | 5 | 1 | 3 | 3616.000 | 0 | 0.912 | 3133 | 72 | 1.000 | 0.000 | 0 | 0 |
| 1847 | 37 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 30 | 6 | 1 | 3 | 5924.000 | 1023 | 0.765 | 3305 | 80 | 0.778 | 0.173 | 0 | 0 |
| 1848 | 47 | M | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 3 | 4 | 14535.000 | 0 | 0.711 | 2970 | 76 | 0.689 | 0.000 | 0 | 0 |
| 1849 | 59 | F | 0 | High School | Married | Less than $40K | Blue | 49 | 6 | 2 | 4 | 2833.000 | 1609 | 0.780 | 1335 | 23 | 1.300 | 0.568 | 0 | 0 |
| 1850 | 59 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 49 | 5 | 2 | 3 | 1479.000 | 601 | 0.607 | 1621 | 32 | 0.600 | 0.406 | 0 | 0 |
| 1851 | 34 | F | 3 | Post-Graduate | Single | abc | Blue | 29 | 3 | 1 | 4 | 1617.000 | 1347 | 0.730 | 2546 | 55 | 0.719 | 0.833 | 0 | 1 |
| 1852 | 26 | M | 0 | Uneducated | Single | Less than $40K | Blue | 13 | 4 | 4 | 4 | 2237.000 | 451 | 0.837 | 2192 | 36 | 0.440 | 0.202 | 0 | 0 |
| 1853 | 45 | M | 4 | College | Single | $120K + | Blue | 40 | 3 | 3 | 3 | 2900.000 | 1782 | 1.351 | 4686 | 64 | 0.561 | 0.614 | 0 | 0 |
| 1854 | 54 | F | 2 | Graduate | Married | abc | Blue | 45 | 4 | 3 | 2 | 13126.000 | 2086 | 0.659 | 1836 | 37 | 0.762 | 0.159 | 0 | 0 |
| 1855 | 52 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 40 | 6 | 1 | 3 | 8695.000 | 1407 | 0.634 | 2030 | 58 | 0.706 | 0.162 | 0 | 0 |
| 1856 | 47 | M | 3 | High School | Married | $40K - $60K | Blue | 41 | 6 | 3 | 4 | 6692.000 | 1897 | 1.035 | 3902 | 76 | 0.689 | 0.283 | 0 | 0 |
| 1857 | 57 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2159.000 | 1004 | 0.603 | 1353 | 30 | 0.111 | 0.465 | 0 | 0 |
| 1858 | 34 | M | 5 | Graduate | Married | $60K - $80K | Blue | 27 | 5 | 2 | 2 | 2501.000 | 1909 | 0.956 | 1850 | 34 | 1.125 | 0.763 | 0 | 0 |
| 1859 | 36 | M | 0 | College | Married | $80K - $120K | Blue | 27 | 3 | 3 | 2 | 6338.000 | 2379 | 0.624 | 1715 | 39 | 0.500 | 0.375 | 0 | 0 |
| 1860 | 36 | F | 0 | Uneducated | Divorced | $40K - $60K | Blue | 30 | 1 | 3 | 4 | 2190.000 | 0 | 0.908 | 1412 | 38 | 0.583 | 0.000 | 1 | 1 |
| 1861 | 57 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 4 | 2 | 3 | 7578.000 | 1628 | 0.721 | 1325 | 29 | 1.231 | 0.215 | 0 | 0 |
| 1862 | 29 | M | 1 | Post-Graduate | Married | Less than $40K | Blue | 18 | 4 | 3 | 2 | 2963.000 | 1466 | 1.378 | 2523 | 48 | 0.846 | 0.495 | 0 | 0 |
| 1863 | 37 | M | 3 | Graduate | Married | $80K - $120K | Blue | 20 | 3 | 3 | 3 | 8260.000 | 2077 | 1.167 | 2323 | 47 | 0.621 | 0.251 | 0 | 0 |
| 1864 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 4 | 3 | 8309.000 | 858 | 0.888 | 1165 | 35 | 0.400 | 0.103 | 1 | 1 |
| 1865 | 55 | M | 0 | High School | Married | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 3864.000 | 1901 | 0.289 | 1018 | 32 | 0.391 | 0.492 | 0 | 0 |
| 1866 | 56 | M | 3 | Graduate | Married | $80K - $120K | Blue | 47 | 6 | 3 | 3 | 10230.000 | 1082 | 0.658 | 1484 | 34 | 0.545 | 0.106 | 0 | 0 |
| 1867 | 32 | M | 0 | High School | Married | $120K + | Blue | 27 | 3 | 3 | 4 | 22382.000 | 0 | 0.418 | 695 | 10 | 0.250 | 0.000 | 1 | 1 |
| 1868 | 39 | M | 4 | Uneducated | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 25790.000 | 1798 | 0.973 | 2443 | 70 | 0.556 | 0.070 | 0 | 0 |
| 1869 | 63 | F | 1 | Graduate | Married | Less than $40K | Blue | 53 | 6 | 1 | 3 | 2675.000 | 2517 | 0.957 | 1959 | 56 | 1.000 | 0.941 | 0 | 0 |
| 1870 | 49 | F | 3 | NaN | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 4 | 1652.000 | 812 | 0.548 | 1771 | 47 | 0.516 | 0.492 | 0 | 1 |
| 1871 | 38 | M | 2 | High School | Married | $60K - $80K | Blue | 26 | 4 | 1 | 3 | 5815.000 | 1698 | 0.896 | 1604 | 42 | 0.448 | 0.292 | 0 | 0 |
| 1872 | 60 | M | 0 | Uneducated | Married | Less than $40K | Blue | 52 | 5 | 1 | 2 | 2595.000 | 2189 | 0.276 | 1562 | 27 | 0.174 | 0.844 | 0 | 0 |
| 1873 | 38 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 3421.000 | 2308 | 2.037 | 2269 | 39 | 1.053 | 0.675 | 0 | 0 |
| 1874 | 63 | M | 2 | High School | Married | $80K - $120K | Blue | 51 | 4 | 2 | 3 | 6922.000 | 1704 | 0.278 | 1449 | 28 | 0.217 | 0.246 | 0 | 0 |
| 1875 | 43 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 6979.000 | 898 | 0.565 | 1665 | 44 | 0.375 | 0.129 | 0 | 1 |
| 1876 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 3 | 4 | 2594.000 | 0 | 0.526 | 1457 | 43 | 0.387 | 0.000 | 0 | 1 |
| 1877 | 35 | F | 4 | High School | Single | abc | Blue | 24 | 5 | 2 | 4 | 16915.000 | 1679 | 0.834 | 2795 | 55 | 0.833 | 0.099 | 0 | 0 |
| 1878 | 45 | M | 2 | College | Divorced | $80K - $120K | Blue | 39 | 3 | 4 | 4 | 34516.000 | 0 | 1.014 | 1041 | 27 | 0.350 | 0.000 | 1 | 1 |
| 1879 | 35 | F | 1 | Graduate | Married | $40K - $60K | Blue | 29 | 4 | 2 | 2 | 2523.000 | 1877 | 1.631 | 2005 | 50 | 1.174 | 0.744 | 0 | 0 |
| 1880 | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 2 | 4 | 3 | 6235.000 | 0 | 0.848 | 1225 | 34 | 0.478 | 0.000 | 1 | 1 |
| 1881 | 26 | M | 1 | High School | Single | $40K - $60K | Blue | 13 | 6 | 2 | 4 | 1473.000 | 0 | 0.813 | 2099 | 39 | 0.857 | 0.000 | 0 | 0 |
| 1882 | 36 | M | 3 | College | Married | $120K + | Blue | 26 | 3 | 2 | 3 | 17116.000 | 939 | 1.575 | 2547 | 45 | 0.731 | 0.055 | 0 | 0 |
| 1883 | 37 | M | 2 | College | Married | $80K - $120K | Blue | 17 | 5 | 3 | 2 | 4631.000 | 1991 | 1.669 | 2864 | 37 | 0.947 | 0.430 | 0 | 0 |
| 1884 | 39 | M | 2 | NaN | Married | $60K - $80K | Blue | 19 | 3 | 3 | 2 | 3047.000 | 2150 | 0.882 | 1602 | 37 | 1.312 | 0.706 | 0 | 0 |
| 1885 | 49 | M | 4 | High School | Divorced | $80K - $120K | Blue | 37 | 5 | 2 | 2 | 32338.000 | 1664 | 0.919 | 3013 | 83 | 0.766 | 0.051 | 0 | 0 |
| 1886 | 56 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 2253.000 | 1375 | 0.388 | 1324 | 38 | 0.310 | 0.610 | 0 | 0 |
| 1887 | 45 | M | 2 | College | Married | $60K - $80K | Blue | 38 | 4 | 6 | 4 | 16611.000 | 0 | 0.954 | 1960 | 48 | 0.600 | 0.000 | 0 | 1 |
| 1888 | 34 | M | 2 | High School | Single | abc | Blue | 36 | 3 | 4 | 2 | 22886.000 | 836 | 0.889 | 2652 | 61 | 0.743 | 0.037 | 0 | 0 |
| 1889 | 29 | M | 0 | NaN | Divorced | $80K - $120K | Blue | 14 | 6 | 3 | 3 | 3544.000 | 0 | 0.718 | 2435 | 63 | 1.032 | 0.000 | 0 | 0 |
| 1890 | 28 | M | 0 | High School | Single | Less than $40K | Blue | 19 | 3 | 3 | 4 | 3480.000 | 0 | 0.731 | 2744 | 75 | 0.829 | 0.000 | 0 | 0 |
| 1891 | 65 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 56 | 5 | 3 | 2 | 3549.000 | 1880 | 0.624 | 1215 | 22 | 0.571 | 0.530 | 0 | 0 |
| 1892 | 26 | F | 1 | College | Single | Less than $40K | Blue | 15 | 5 | 2 | 4 | 1438.300 | 737 | 0.806 | 2856 | 39 | 0.500 | 0.512 | 0 | 1 |
| 1893 | 57 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3136.000 | 1422 | 0.591 | 1260 | 34 | 0.889 | 0.453 | 0 | 0 |
| 1894 | 47 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 34516.000 | 933 | 0.946 | 1804 | 32 | 0.600 | 0.027 | 0 | 0 |
| 1895 | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 4 | 3 | 2 | 6814.000 | 1570 | 0.653 | 1339 | 30 | 0.364 | 0.230 | 0 | 0 |
| 1896 | 48 | M | 2 | NaN | Married | $120K + | Silver | 32 | 3 | 2 | 4 | 34516.000 | 2098 | 0.741 | 3093 | 66 | 0.784 | 0.061 | 0 | 0 |
| 1897 | 36 | F | 1 | High School | Married | abc | Blue | 36 | 6 | 3 | 4 | 8500.000 | 2517 | 0.445 | 1618 | 37 | 1.312 | 0.296 | 0 | 0 |
| 1898 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 28170.000 | 1859 | 0.568 | 1013 | 28 | 0.750 | 0.066 | 0 | 1 |
| 1899 | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 1 | 4 | 6610.000 | 928 | 0.894 | 3328 | 69 | 0.683 | 0.140 | 0 | 0 |
| 1900 | 37 | M | 1 | College | Single | $60K - $80K | Blue | 26 | 6 | 3 | 2 | 15755.000 | 1410 | 0.839 | 2061 | 61 | 0.649 | 0.089 | 0 | 0 |
| 1901 | 33 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 2711.000 | 2073 | 0.711 | 1567 | 42 | 0.750 | 0.765 | 0 | 0 |
| 1902 | 38 | M | 2 | College | Married | $40K - $60K | Blue | 25 | 4 | 1 | 4 | 3735.000 | 1199 | 0.886 | 1573 | 35 | 0.750 | 0.321 | 0 | 0 |
| 1903 | 36 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 10216.000 | 1822 | 0.778 | 2568 | 69 | 0.683 | 0.178 | 0 | 0 |
| 1904 | 40 | F | 3 | Graduate | Married | abc | Blue | 28 | 6 | 1 | 2 | 20420.000 | 1657 | 1.038 | 1804 | 41 | 0.864 | 0.081 | 0 | 0 |
| 1905 | 37 | M | 2 | Graduate | Married | $120K + | Blue | 30 | 2 | 4 | 4 | 13662.000 | 0 | 0.153 | 725 | 22 | 0.000 | 0.000 | 1 | 1 |
| 1906 | 26 | F | 0 | High School | Single | abc | Blue | 13 | 4 | 3 | 3 | 3038.000 | 1460 | 0.980 | 2243 | 38 | 0.462 | 0.481 | 0 | 0 |
| 1907 | 45 | M | 3 | High School | Single | $60K - $80K | Blue | 35 | 5 | 3 | 3 | 7050.000 | 659 | 0.520 | 1236 | 36 | 1.000 | 0.093 | 0 | 0 |
| 1908 | 26 | M | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 1 | 4 | 1775.000 | 1162 | 0.930 | 2169 | 43 | 0.536 | 0.655 | 0 | 0 |
| 1909 | 42 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 2 | 2 | 8960.000 | 1054 | 0.414 | 1488 | 26 | 0.368 | 0.118 | 0 | 1 |
| 1910 | 33 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 2355.000 | 1773 | 0.774 | 1765 | 27 | 0.929 | 0.753 | 0 | 0 |
| 1911 | 57 | F | 4 | High School | Married | $40K - $60K | Blue | 47 | 5 | 2 | 4 | 6803.000 | 1332 | 0.809 | 1476 | 30 | 0.579 | 0.196 | 0 | 0 |
| 1912 | 55 | M | 2 | Graduate | Married | $60K - $80K | Blue | 50 | 5 | 2 | 4 | 2145.000 | 1207 | 0.521 | 1275 | 31 | 0.476 | 0.563 | 0 | 0 |
| 1913 | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 3919.000 | 1640 | 0.800 | 1872 | 51 | 0.500 | 0.418 | 0 | 0 |
| 1914 | 32 | M | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 3 | 4500.000 | 0 | 0.626 | 2439 | 63 | 0.703 | 0.000 | 0 | 0 |
| 1915 | 62 | F | 1 | High School | Married | Less than $40K | Blue | 54 | 3 | 3 | 4 | 2941.000 | 1173 | 0.436 | 1453 | 27 | 0.350 | 0.399 | 0 | 0 |
| 1916 | 26 | M | 0 | Graduate | Single | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 7102.000 | 0 | 0.537 | 2411 | 41 | 0.281 | 0.000 | 0 | 0 |
| 1917 | 37 | M | 3 | High School | Married | Less than $40K | Blue | 26 | 3 | 3 | 4 | 6866.000 | 2389 | 0.395 | 862 | 13 | 0.182 | 0.348 | 1 | 1 |
| 1918 | 57 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 52 | 3 | 2 | 3 | 10378.000 | 1540 | 0.547 | 1306 | 32 | 0.280 | 0.148 | 0 | 0 |
| 1919 | 47 | F | 3 | High School | Married | abc | Blue | 43 | 4 | 3 | 2 | 13473.000 | 1335 | 0.814 | 1593 | 46 | 0.484 | 0.099 | 0 | 0 |
| 1920 | 47 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 18178.000 | 0 | 0.922 | 1837 | 37 | 0.682 | 0.000 | 0 | 1 |
| 1921 | 48 | F | 2 | Graduate | Single | abc | Blue | 43 | 5 | 3 | 4 | 8171.000 | 852 | 0.639 | 1909 | 52 | 0.733 | 0.104 | 0 | 0 |
| 1922 | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.300 | 0 | 0.782 | 2170 | 41 | 0.464 | 0.000 | 0 | 1 |
| 1923 | 35 | M | 3 | Graduate | Married | $80K - $120K | Blue | 20 | 5 | 3 | 4 | 8082.000 | 2307 | 0.637 | 1725 | 29 | 1.071 | 0.285 | 0 | 0 |
| 1924 | 57 | M | 3 | NaN | Divorced | $60K - $80K | Blue | 48 | 5 | 2 | 3 | 24589.000 | 1640 | 0.400 | 4291 | 78 | 0.625 | 0.067 | 0 | 0 |
| 1925 | 62 | F | 0 | Graduate | Single | abc | Silver | 49 | 5 | 1 | 2 | 30310.000 | 0 | 0.777 | 3703 | 91 | 0.492 | 0.000 | 0 | 0 |
| 1926 | 55 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2967.000 | 2129 | 1.075 | 2177 | 59 | 0.788 | 0.718 | 0 | 0 |
| 1927 | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 17 | 5 | 2 | 3 | 3092.000 | 1825 | 1.460 | 2883 | 61 | 0.488 | 0.590 | 0 | 0 |
| 1928 | 54 | M | 1 | High School | Married | $80K - $120K | Blue | 42 | 5 | 3 | 2 | 1618.000 | 668 | 0.552 | 1515 | 31 | 0.476 | 0.413 | 0 | 0 |
| 1929 | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 2 | 3 | 2498.000 | 1632 | 0.712 | 2048 | 35 | 1.188 | 0.653 | 0 | 0 |
| 1930 | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 2 | 2564.000 | 0 | 1.026 | 2038 | 45 | 0.364 | 0.000 | 0 | 1 |
| 1931 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 34 | 3 | 4 | 4 | 10540.000 | 1489 | 1.029 | 1980 | 45 | 0.607 | 0.141 | 0 | 0 |
| 1932 | 34 | M | 2 | Graduate | Married | $120K + | Blue | 28 | 4 | 3 | 3 | 13384.000 | 1853 | 0.807 | 1899 | 33 | 0.833 | 0.138 | 0 | 0 |
| 1933 | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 48 | 5 | 2 | 4 | 16208.000 | 1278 | 0.543 | 1842 | 56 | 0.436 | 0.079 | 0 | 0 |
| 1934 | 36 | F | 2 | NaN | Married | Less than $40K | Blue | 27 | 3 | 3 | 4 | 3049.000 | 2198 | 1.546 | 2617 | 48 | 1.000 | 0.721 | 0 | 0 |
| 1935 | 44 | M | 1 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 4 | 3 | 19214.000 | 0 | 0.998 | 3407 | 47 | 1.136 | 0.000 | 0 | 1 |
| 1936 | 39 | M | 2 | NaN | Married | $60K - $80K | Blue | 25 | 5 | 2 | 3 | 3071.000 | 2517 | 0.583 | 1765 | 36 | 0.565 | 0.820 | 0 | 1 |
| 1937 | 34 | M | 2 | Graduate | Single | $80K - $120K | Blue | 29 | 3 | 1 | 3 | 13395.000 | 1678 | 1.006 | 2650 | 69 | 0.865 | 0.125 | 0 | 0 |
| 1938 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 6 | 3 | 4 | 17126.000 | 1201 | 0.802 | 3891 | 79 | 0.881 | 0.070 | 0 | 0 |
| 1939 | 42 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 8083.000 | 0 | 1.076 | 3942 | 84 | 0.750 | 0.000 | 0 | 0 |
| 1940 | 36 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 28 | 4 | 2 | 3 | 8995.000 | 1547 | 0.923 | 2398 | 61 | 0.794 | 0.172 | 0 | 0 |
| 1941 | 26 | F | 1 | High School | Single | Less than $40K | Blue | 13 | 3 | 2 | 3 | 2404.000 | 1198 | 0.501 | 2692 | 63 | 0.500 | 0.498 | 0 | 0 |
| 1942 | 42 | M | 1 | High School | Married | $40K - $60K | Blue | 32 | 4 | 2 | 2 | 2807.000 | 1845 | 1.027 | 1346 | 26 | 1.000 | 0.657 | 0 | 0 |
| 1943 | 55 | M | 0 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 3097.000 | 827 | 0.511 | 1390 | 24 | 0.263 | 0.267 | 0 | 0 |
| 1944 | 45 | M | 3 | NaN | Single | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 10651.000 | 672 | 0.767 | 2073 | 54 | 0.543 | 0.063 | 0 | 1 |
| 1945 | 61 | M | 2 | High School | Single | $60K - $80K | Blue | 47 | 5 | 2 | 3 | 2175.000 | 1404 | 0.633 | 3994 | 64 | 0.778 | 0.646 | 0 | 0 |
| 1946 | 41 | M | 4 | College | Married | $120K + | Blue | 28 | 5 | 3 | 0 | 28020.000 | 1470 | 1.226 | 1723 | 36 | 1.250 | 0.052 | 0 | 0 |
| 1947 | 35 | F | 1 | Graduate | Single | Less than $40K | Blue | 23 | 4 | 3 | 3 | 2640.000 | 1051 | 0.833 | 3116 | 80 | 0.600 | 0.398 | 0 | 0 |
| 1948 | 34 | M | 2 | Graduate | Single | $120K + | Blue | 27 | 3 | 1 | 4 | 31313.000 | 2152 | 0.679 | 2555 | 62 | 0.676 | 0.069 | 0 | 0 |
| 1949 | 37 | M | 2 | High School | Married | $80K - $120K | Blue | 31 | 3 | 2 | 4 | 7304.000 | 0 | 1.144 | 2717 | 63 | 0.703 | 0.000 | 0 | 0 |
| 1950 | 46 | M | 2 | Uneducated | NaN | $60K - $80K | Blue | 32 | 6 | 2 | 3 | 3254.000 | 0 | 0.733 | 967 | 24 | 1.182 | 0.000 | 1 | 1 |
| 1951 | 26 | M | 1 | College | Divorced | $40K - $60K | Blue | 21 | 3 | 3 | 2 | 1438.300 | 0 | 0.745 | 2660 | 89 | 0.712 | 0.000 | 0 | 0 |
| 1952 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 41 | 5 | 4 | 4 | 3161.000 | 1220 | 0.820 | 2412 | 62 | 0.824 | 0.386 | 0 | 0 |
| 1953 | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 7246.000 | 0 | 0.612 | 777 | 13 | 0.625 | 0.000 | 1 | 1 |
| 1954 | 56 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 4 | 4 | 3088.000 | 2517 | 0.848 | 2292 | 54 | 0.862 | 0.815 | 0 | 1 |
| 1955 | 42 | F | 4 | NaN | Single | Less than $40K | Silver | 32 | 6 | 3 | 2 | 13719.000 | 1384 | 1.201 | 3774 | 63 | 0.658 | 0.101 | 0 | 0 |
| 1956 | 30 | M | 1 | NaN | Married | $40K - $60K | Blue | 18 | 5 | 1 | 3 | 4726.000 | 1380 | 0.622 | 1723 | 31 | 0.550 | 0.292 | 0 | 0 |
| 1957 | 32 | M | 1 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 6100.000 | 1520 | 0.853 | 1668 | 32 | 0.882 | 0.249 | 0 | 0 |
| 1958 | 40 | M | 2 | High School | Single | $80K - $120K | Blue | 28 | 6 | 2 | 4 | 19279.000 | 1427 | 0.892 | 1777 | 56 | 0.647 | 0.074 | 0 | 0 |
| 1959 | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 2 | 4 | 3792.000 | 1625 | 0.618 | 1888 | 39 | 0.625 | 0.429 | 0 | 0 |
| 1960 | 64 | M | 0 | Graduate | Married | Less than $40K | Blue | 53 | 3 | 3 | 4 | 2084.000 | 1647 | 0.664 | 1597 | 37 | 0.542 | 0.790 | 0 | 0 |
| 1961 | 33 | M | 1 | High School | Single | $80K - $120K | Blue | 28 | 4 | 3 | 3 | 34516.000 | 0 | 0.636 | 2804 | 70 | 0.842 | 0.000 | 0 | 0 |
| 1962 | 52 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 5 | 2 | 2 | 6849.000 | 2126 | 0.611 | 1651 | 43 | 0.344 | 0.310 | 0 | 0 |
| 1963 | 59 | F | 0 | Uneducated | Married | Less than $40K | Blue | 39 | 6 | 3 | 4 | 2417.000 | 1932 | 1.044 | 2367 | 50 | 0.786 | 0.799 | 0 | 1 |
| 1964 | 41 | F | 4 | Uneducated | Single | abc | Blue | 33 | 6 | 4 | 3 | 5802.000 | 2490 | 0.849 | 3386 | 53 | 1.038 | 0.429 | 0 | 0 |
| 1965 | 38 | M | 2 | NaN | Married | $40K - $60K | Blue | 31 | 3 | 2 | 2 | 2919.000 | 2192 | 1.073 | 2399 | 57 | 0.966 | 0.751 | 0 | 0 |
| 1966 | 29 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 20 | 4 | 1 | 2 | 2462.000 | 2021 | 0.966 | 2320 | 57 | 0.676 | 0.821 | 0 | 0 |
| 1967 | 43 | F | 3 | Doctorate | Married | abc | Blue | 38 | 3 | 4 | 2 | 1947.000 | 0 | 0.838 | 2119 | 52 | 1.000 | 0.000 | 0 | 1 |
| 1968 | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 4 | 18563.000 | 0 | 0.729 | 2395 | 45 | 0.552 | 0.000 | 1 | 1 |
| 1969 | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3992.000 | 1289 | 1.008 | 2181 | 32 | 0.600 | 0.323 | 0 | 0 |
| 1970 | 32 | M | 1 | High School | Married | Less than $40K | Blue | 14 | 4 | 2 | 2 | 3568.000 | 2175 | 1.368 | 1913 | 35 | 0.667 | 0.610 | 0 | 0 |
| 1971 | 36 | M | 2 | Graduate | Single | $60K - $80K | Blue | 27 | 3 | 3 | 2 | 7776.000 | 831 | 1.007 | 3063 | 87 | 0.891 | 0.107 | 0 | 0 |
| 1972 | 58 | M | 0 | High School | NaN | $40K - $60K | Blue | 42 | 3 | 2 | 3 | 1438.300 | 0 | 0.835 | 1088 | 22 | 1.444 | 0.000 | 1 | 1 |
| 1973 | 53 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 9355.000 | 715 | 0.422 | 1138 | 38 | 0.727 | 0.076 | 0 | 1 |
| 1974 | 37 | F | 3 | NaN | Single | abc | Blue | 32 | 3 | 4 | 4 | 19636.000 | 1566 | 0.649 | 2595 | 58 | 0.611 | 0.080 | 0 | 0 |
| 1975 | 47 | M | 2 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 7327.000 | 0 | 0.857 | 1788 | 46 | 0.586 | 0.000 | 0 | 1 |
| 1976 | 36 | M | 1 | Uneducated | Single | $120K + | Blue | 25 | 6 | 3 | 2 | 7049.000 | 1932 | 0.804 | 2602 | 51 | 0.545 | 0.274 | 0 | 1 |
| 1977 | 26 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 18 | 4 | 3 | 2 | 2033.000 | 1471 | 0.672 | 2236 | 55 | 0.410 | 0.724 | 0 | 0 |
| 1978 | 38 | F | 1 | Graduate | Married | $40K - $60K | Blue | 20 | 5 | 1 | 3 | 5153.000 | 2517 | 1.488 | 3095 | 63 | 0.969 | 0.488 | 0 | 0 |
| 1979 | 32 | F | 0 | High School | Married | $40K - $60K | Blue | 22 | 4 | 2 | 2 | 2062.000 | 1665 | 1.276 | 2397 | 41 | 0.640 | 0.807 | 0 | 0 |
| 1980 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2005.000 | 1517 | 0.729 | 2439 | 61 | 0.848 | 0.757 | 0 | 0 |
| 1981 | 26 | M | 1 | NaN | Single | Less than $40K | Blue | 13 | 6 | 2 | 3 | 2479.000 | 828 | 0.440 | 2225 | 44 | 0.294 | 0.334 | 0 | 1 |
| 1982 | 55 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 4 | 4 | 4589.000 | 1622 | 0.425 | 1569 | 33 | 0.269 | 0.353 | 0 | 0 |
| 1983 | 35 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 2263.000 | 1188 | 0.840 | 1927 | 47 | 0.382 | 0.525 | 0 | 0 |
| 1984 | 58 | M | 3 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 8184.000 | 1205 | 0.965 | 2140 | 49 | 0.690 | 0.147 | 0 | 0 |
| 1985 | 32 | M | 0 | Graduate | Single | abc | Blue | 27 | 6 | 3 | 3 | 9238.000 | 0 | 0.809 | 2522 | 68 | 0.478 | 0.000 | 0 | 0 |
| 1986 | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 30210.000 | 1194 | 0.948 | 3503 | 65 | 0.667 | 0.040 | 0 | 0 |
| 1987 | 32 | M | 0 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 3 | 3 | 6942.000 | 0 | 0.544 | 2657 | 71 | 0.690 | 0.000 | 0 | 0 |
| 1988 | 56 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 3 | 3 | 3 | 14551.000 | 2517 | 0.920 | 1373 | 35 | 0.591 | 0.173 | 0 | 0 |
| 1989 | 34 | F | 2 | Doctorate | Single | Less than $40K | Blue | 13 | 5 | 1 | 2 | 1438.300 | 0 | 0.946 | 2557 | 67 | 0.763 | 0.000 | 0 | 1 |
| 1990 | 65 | M | 0 | NaN | Single | abc | Blue | 56 | 3 | 2 | 2 | 11332.000 | 633 | 1.514 | 2758 | 56 | 1.240 | 0.056 | 0 | 0 |
| 1991 | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 48 | 5 | 2 | 3 | 30967.000 | 817 | 0.378 | 1473 | 35 | 0.522 | 0.026 | 0 | 0 |
| 1992 | 43 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 7866.000 | 0 | 0.747 | 2843 | 53 | 0.828 | 0.000 | 0 | 1 |
| 1993 | 31 | M | 2 | College | Married | Less than $40K | Blue | 21 | 6 | 2 | 4 | 2718.000 | 1920 | 1.604 | 2570 | 49 | 1.042 | 0.706 | 0 | 0 |
| 1994 | 54 | F | 1 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 3084.000 | 2517 | 0.651 | 1446 | 22 | 0.833 | 0.816 | 0 | 0 |
| 1995 | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 42 | 5 | 2 | 4 | 17302.000 | 1339 | 0.631 | 1181 | 30 | 1.000 | 0.077 | 0 | 0 |
| 1996 | 48 | M | 3 | College | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 12159.000 | 1665 | 0.608 | 1426 | 34 | 0.545 | 0.137 | 0 | 0 |
| 1997 | 54 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 6 | 4 | 3 | 2797.000 | 1627 | 0.413 | 1566 | 36 | 0.714 | 0.582 | 0 | 0 |
| 1998 | 33 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 28 | 6 | 3 | 4 | 2618.000 | 1812 | 0.706 | 3319 | 86 | 0.911 | 0.692 | 0 | 0 |
| 1999 | 26 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 15 | 3 | 2 | 3 | 1442.000 | 1428 | 0.496 | 1134 | 26 | 0.238 | 0.990 | 1 | 1 |
| 2000 | 30 | F | 2 | Uneducated | Married | Less than $40K | Blue | 24 | 4 | 2 | 1 | 2063.000 | 0 | 0.553 | 1859 | 43 | 0.536 | 0.000 | 0 | 1 |
| 2001 | 49 | F | 5 | Graduate | Married | Less than $40K | Blue | 43 | 4 | 2 | 3 | 8154.000 | 0 | 0.964 | 2223 | 72 | 0.946 | 0.000 | 0 | 0 |
| 2002 | 36 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 20 | 4 | 3 | 2 | 9735.000 | 1245 | 1.079 | 2967 | 80 | 0.739 | 0.128 | 0 | 0 |
| 2003 | 56 | M | 4 | NaN | Married | $80K - $120K | Blue | 49 | 3 | 4 | 2 | 4310.000 | 2229 | 0.643 | 1645 | 33 | 0.941 | 0.517 | 0 | 0 |
| 2004 | 53 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 11450.000 | 2129 | 0.956 | 2197 | 45 | 0.957 | 0.186 | 0 | 0 |
| 2005 | 39 | M | 2 | Uneducated | Married | $120K + | Blue | 26 | 2 | 3 | 4 | 8906.000 | 0 | 0.315 | 809 | 15 | 0.250 | 0.000 | 1 | 1 |
| 2006 | 34 | M | 3 | College | Married | $60K - $80K | Blue | 23 | 5 | 3 | 2 | 4245.000 | 1815 | 0.846 | 1534 | 34 | 0.545 | 0.428 | 0 | 0 |
| 2007 | 53 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 4 | 4 | 4 | 21953.000 | 1311 | 0.443 | 1413 | 37 | 0.370 | 0.060 | 0 | 0 |
| 2008 | 32 | M | 0 | Graduate | Single | $40K - $60K | Blue | 21 | 6 | 1 | 3 | 1614.000 | 925 | 0.598 | 2659 | 63 | 0.750 | 0.573 | 0 | 0 |
| 2009 | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 22 | 5 | 4 | 2 | 5140.000 | 2517 | 0.876 | 1842 | 36 | 0.714 | 0.490 | 0 | 0 |
| 2010 | 57 | M | 1 | High School | Married | $120K + | Blue | 46 | 3 | 3 | 4 | 31762.000 | 2517 | 0.735 | 1515 | 36 | 0.714 | 0.079 | 0 | 0 |
| 2011 | 48 | F | 4 | Graduate | Single | abc | Blue | 40 | 4 | 4 | 4 | 11692.000 | 648 | 1.265 | 2997 | 56 | 0.867 | 0.055 | 0 | 0 |
| 2012 | 37 | M | 3 | NaN | Married | $60K - $80K | Blue | 30 | 6 | 2 | 4 | 16043.000 | 0 | 1.509 | 2599 | 47 | 1.136 | 0.000 | 0 | 0 |
| 2013 | 36 | M | 1 | Graduate | Married | $80K - $120K | Blue | 32 | 4 | 4 | 3 | 15488.000 | 1463 | 1.280 | 2916 | 50 | 0.724 | 0.094 | 0 | 0 |
| 2014 | 39 | M | 3 | College | Divorced | $40K - $60K | Blue | 34 | 3 | 3 | 2 | 2503.000 | 2185 | 0.500 | 4157 | 58 | 0.758 | 0.873 | 0 | 0 |
| 2015 | 31 | M | 0 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3312.000 | 2491 | 0.620 | 2670 | 50 | 0.667 | 0.752 | 0 | 1 |
| 2016 | 31 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 6269.000 | 1169 | 0.743 | 2221 | 57 | 0.727 | 0.186 | 0 | 0 |
| 2017 | 36 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 20337.000 | 1605 | 0.805 | 2460 | 74 | 1.312 | 0.079 | 0 | 0 |
| 2018 | 47 | F | 5 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 2 | 4 | 2224.000 | 1106 | 0.501 | 1698 | 41 | 0.367 | 0.497 | 0 | 1 |
| 2019 | 37 | M | 3 | College | Married | $60K - $80K | Blue | 19 | 2 | 3 | 4 | 3100.000 | 2517 | 0.350 | 694 | 12 | 0.200 | 0.812 | 1 | 1 |
| 2020 | 38 | M | 2 | NaN | Divorced | $60K - $80K | Silver | 26 | 4 | 2 | 0 | 26437.000 | 681 | 1.021 | 2167 | 57 | 0.727 | 0.026 | 0 | 0 |
| 2021 | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 2 | 9959.000 | 1476 | 0.952 | 2760 | 44 | 1.000 | 0.148 | 0 | 0 |
| 2022 | 39 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 25008.000 | 876 | 0.859 | 1753 | 43 | 1.048 | 0.035 | 0 | 0 |
| 2023 | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2031.000 | 0 | 0.752 | 1678 | 36 | 0.800 | 0.000 | 0 | 0 |
| 2024 | 58 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 6 | 4 | 2 | 1654.000 | 1253 | 0.508 | 1887 | 60 | 0.538 | 0.758 | 0 | 1 |
| 2025 | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 4 | 3 | 4608.000 | 1077 | 0.694 | 1535 | 31 | 0.632 | 0.234 | 0 | 0 |
| 2026 | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 1 | 3908.000 | 1629 | 0.775 | 1903 | 30 | 0.500 | 0.417 | 0 | 0 |
| 2027 | 54 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 4 | 3 | 2 | 2798.000 | 1256 | 1.132 | 2631 | 55 | 0.774 | 0.449 | 0 | 0 |
| 2028 | 45 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 5 | 4 | 1 | 2551.000 | 2253 | 0.688 | 3753 | 63 | 0.909 | 0.883 | 0 | 0 |
| 2029 | 36 | F | 2 | Graduate | Married | abc | Blue | 26 | 5 | 2 | 2 | 8621.000 | 1251 | 0.696 | 1989 | 37 | 0.480 | 0.145 | 0 | 0 |
| 2030 | 53 | M | 3 | Graduate | Married | $40K - $60K | Blue | 43 | 6 | 4 | 2 | 7451.000 | 683 | 0.924 | 2165 | 49 | 0.960 | 0.092 | 0 | 0 |
| 2031 | 34 | F | 1 | College | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 2617.000 | 1010 | 0.659 | 2003 | 47 | 0.679 | 0.386 | 0 | 0 |
| 2032 | 35 | M | 4 | Graduate | Married | $80K - $120K | Blue | 24 | 6 | 3 | 4 | 12634.000 | 0 | 0.323 | 717 | 18 | 0.286 | 0.000 | 1 | 1 |
| 2033 | 32 | M | 3 | Graduate | Married | $40K - $60K | Blue | 18 | 5 | 3 | 3 | 6407.000 | 963 | 1.052 | 1921 | 43 | 0.720 | 0.150 | 0 | 0 |
| 2034 | 38 | M | 2 | Uneducated | Married | Less than $40K | Blue | 27 | 6 | 2 | 4 | 1438.300 | 0 | 0.945 | 2412 | 58 | 0.657 | 0.000 | 0 | 1 |
| 2035 | 37 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 28 | 6 | 2 | 2 | 2672.000 | 1259 | 1.375 | 2487 | 52 | 0.625 | 0.471 | 0 | 0 |
| 2036 | 37 | F | 3 | High School | Married | abc | Blue | 36 | 6 | 3 | 4 | 11948.000 | 1281 | 1.159 | 2792 | 51 | 0.889 | 0.107 | 0 | 0 |
| 2037 | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2677.000 | 1390 | 0.732 | 2170 | 63 | 0.465 | 0.519 | 0 | 0 |
| 2038 | 52 | F | 3 | Doctorate | Single | abc | Blue | 36 | 3 | 2 | 1 | 24703.000 | 1085 | 0.998 | 4776 | 63 | 0.575 | 0.044 | 0 | 0 |
| 2039 | 54 | M | 3 | High School | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 2240.000 | 1580 | 0.745 | 1518 | 36 | 0.800 | 0.705 | 0 | 0 |
| 2040 | 53 | M | 3 | College | Married | $80K - $120K | Blue | 40 | 4 | 4 | 4 | 6052.000 | 1720 | 0.683 | 1476 | 37 | 0.423 | 0.284 | 0 | 0 |
| 2041 | 33 | F | 3 | College | Single | Less than $40K | Blue | 23 | 6 | 4 | 1 | 2562.000 | 1968 | 0.546 | 2256 | 70 | 0.591 | 0.768 | 0 | 0 |
| 2042 | 49 | M | 2 | Graduate | Married | $60K - $80K | Blue | 43 | 4 | 4 | 4 | 15377.000 | 1516 | 0.627 | 1848 | 49 | 1.042 | 0.099 | 0 | 0 |
| 2043 | 37 | M | 0 | Doctorate | Married | $120K + | Blue | 22 | 3 | 3 | 4 | 8654.000 | 0 | 0.446 | 850 | 18 | 0.385 | 0.000 | 1 | 1 |
| 2044 | 31 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 24 | 5 | 2 | 3 | 1438.300 | 0 | 0.665 | 2308 | 49 | 0.400 | 0.000 | 0 | 1 |
| 2045 | 43 | M | 3 | Graduate | Single | $120K + | Blue | 31 | 3 | 3 | 3 | 1438.300 | 0 | 0.663 | 1867 | 45 | 0.875 | 0.000 | 0 | 1 |
| 2046 | 39 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 16040.000 | 1220 | 0.862 | 1923 | 49 | 0.400 | 0.076 | 0 | 0 |
| 2047 | 38 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2801.000 | 1980 | 0.882 | 1600 | 45 | 0.406 | 0.707 | 0 | 0 |
| 2048 | 62 | F | 1 | Uneducated | Married | Less than $40K | Blue | 49 | 5 | 4 | 2 | 2658.000 | 1158 | 0.476 | 1809 | 41 | 0.464 | 0.436 | 0 | 1 |
| 2049 | 58 | F | 1 | NaN | Married | $40K - $60K | Blue | 48 | 3 | 3 | 2 | 12423.000 | 1910 | 0.405 | 1208 | 38 | 0.357 | 0.154 | 0 | 0 |
| 2050 | 39 | F | 2 | High School | Married | abc | Blue | 27 | 6 | 1 | 3 | 9347.000 | 1988 | 1.173 | 2201 | 46 | 1.091 | 0.213 | 0 | 0 |
| 2051 | 30 | M | 2 | College | Divorced | $40K - $60K | Blue | 22 | 3 | 3 | 4 | 3143.000 | 1075 | 0.643 | 2510 | 57 | 0.629 | 0.342 | 0 | 0 |
| 2052 | 46 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 39 | 3 | 3 | 1 | 5106.000 | 1539 | 0.907 | 3784 | 74 | 0.609 | 0.301 | 0 | 0 |
| 2053 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 31 | 6 | 3 | 2 | 9871.000 | 1061 | 0.545 | 1683 | 34 | 0.478 | 0.107 | 0 | 0 |
| 2054 | 53 | F | 1 | College | Married | $40K - $60K | Blue | 43 | 4 | 4 | 2 | 1525.000 | 1411 | 0.660 | 1911 | 47 | 0.958 | 0.925 | 0 | 0 |
| 2055 | 34 | M | 1 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 1 | 19630.000 | 1251 | 1.399 | 2286 | 39 | 0.696 | 0.064 | 0 | 0 |
| 2056 | 54 | F | 0 | Graduate | Divorced | Less than $40K | Silver | 36 | 4 | 3 | 1 | 12547.000 | 1378 | 1.120 | 3360 | 56 | 0.750 | 0.110 | 0 | 0 |
| 2057 | 54 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 4 | 1 | 3 | 17686.000 | 0 | 0.733 | 2047 | 46 | 0.533 | 0.000 | 0 | 1 |
| 2058 | 39 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 28 | 6 | 3 | 5 | 3257.000 | 2517 | 0.539 | 1534 | 35 | 0.591 | 0.773 | 0 | 0 |
| 2059 | 36 | F | 3 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 2 | 4824.000 | 2517 | 0.838 | 1516 | 32 | 0.391 | 0.522 | 0 | 0 |
| 2060 | 38 | M | 3 | High School | Married | $40K - $60K | Blue | 32 | 6 | 6 | 2 | 8603.000 | 1046 | 0.826 | 1758 | 40 | 0.739 | 0.122 | 0 | 0 |
| 2061 | 45 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 11498.000 | 1577 | 0.756 | 4014 | 70 | 0.489 | 0.137 | 0 | 0 |
| 2062 | 28 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 1 | 3 | 3818.000 | 584 | 0.700 | 2947 | 87 | 0.706 | 0.153 | 0 | 0 |
| 2063 | 37 | F | 1 | High School | Single | abc | Blue | 36 | 6 | 2 | 2 | 16594.000 | 1931 | 0.702 | 2134 | 47 | 0.808 | 0.116 | 0 | 0 |
| 2064 | 57 | M | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 5387.000 | 2047 | 0.579 | 1546 | 36 | 0.500 | 0.380 | 0 | 0 |
| 2065 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 2930.000 | 773 | 0.661 | 1545 | 21 | 0.909 | 0.264 | 0 | 0 |
| 2066 | 33 | M | 0 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 10023.000 | 504 | 0.942 | 2878 | 65 | 0.625 | 0.050 | 0 | 0 |
| 2067 | 38 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 2 | 3 | 9303.000 | 1599 | 1.408 | 2261 | 37 | 0.542 | 0.172 | 0 | 0 |
| 2068 | 36 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2956.000 | 2411 | 0.971 | 1896 | 31 | 0.824 | 0.816 | 0 | 0 |
| 2069 | 37 | M | 2 | High School | Married | $60K - $80K | Blue | 30 | 4 | 1 | 2 | 2218.000 | 1266 | 0.709 | 1941 | 58 | 0.568 | 0.571 | 0 | 0 |
| 2070 | 36 | M | 1 | NaN | Married | $80K - $120K | Blue | 26 | 6 | 2 | 1 | 9959.000 | 0 | 0.570 | 2021 | 41 | 0.783 | 0.000 | 0 | 1 |
| 2071 | 54 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 5 | 3 | 2 | 5335.000 | 1373 | 0.558 | 1435 | 29 | 0.611 | 0.257 | 0 | 0 |
| 2072 | 52 | M | 1 | Graduate | Married | $60K - $80K | Blue | 43 | 3 | 3 | 2 | 7187.000 | 2014 | 0.649 | 1159 | 26 | 0.733 | 0.280 | 0 | 0 |
| 2073 | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2590.000 | 1564 | 0.386 | 1188 | 40 | 0.600 | 0.604 | 0 | 0 |
| 2074 | 27 | F | 1 | High School | Single | Less than $40K | Blue | 19 | 4 | 1 | 3 | 4255.000 | 1748 | 0.516 | 2236 | 57 | 0.541 | 0.411 | 0 | 0 |
| 2075 | 32 | F | 0 | High School | Married | Less than $40K | Blue | 26 | 6 | 2 | 3 | 2778.000 | 2312 | 0.727 | 1680 | 33 | 1.062 | 0.832 | 0 | 0 |
| 2076 | 57 | M | 4 | Graduate | Married | $120K + | Blue | 51 | 4 | 3 | 1 | 10711.000 | 1970 | 0.710 | 1180 | 29 | 1.417 | 0.184 | 0 | 0 |
| 2077 | 58 | M | 2 | Uneducated | Single | $120K + | Blue | 46 | 2 | 3 | 4 | 16163.000 | 0 | 0.542 | 2171 | 48 | 0.778 | 0.000 | 1 | 1 |
| 2078 | 54 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 6 | 1 | 1 | 2513.000 | 1126 | 0.324 | 1454 | 30 | 0.250 | 0.448 | 0 | 0 |
| 2079 | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 37 | 4 | 1 | 1 | 3291.000 | 1607 | 1.260 | 1984 | 38 | 0.652 | 0.488 | 0 | 0 |
| 2080 | 36 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 8917.000 | 1091 | 1.152 | 3327 | 80 | 0.860 | 0.122 | 0 | 0 |
| 2081 | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 29 | 3 | 5 | 2 | 4955.000 | 1157 | 0.896 | 1824 | 38 | 0.727 | 0.234 | 0 | 0 |
| 2082 | 39 | F | 1 | Graduate | Married | $40K - $60K | Blue | 30 | 6 | 1 | 2 | 2909.000 | 1274 | 0.593 | 1532 | 26 | 0.300 | 0.438 | 0 | 0 |
| 2083 | 34 | M | 3 | High School | Single | $80K - $120K | Silver | 21 | 6 | 4 | 3 | 34516.000 | 2517 | 0.791 | 2901 | 75 | 0.923 | 0.073 | 0 | 0 |
| 2084 | 54 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 43 | 5 | 1 | 1 | 1438.300 | 0 | 0.531 | 1707 | 41 | 0.783 | 0.000 | 0 | 1 |
| 2085 | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 49 | 3 | 1 | 4 | 14015.000 | 2065 | 0.704 | 1903 | 49 | 0.633 | 0.147 | 0 | 0 |
| 2086 | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 2 | 2 | 2540.000 | 1402 | 1.127 | 2384 | 61 | 0.794 | 0.552 | 0 | 0 |
| 2087 | 37 | M | 2 | High School | Divorced | $120K + | Blue | 24 | 4 | 2 | 2 | 3497.000 | 1665 | 0.627 | 2337 | 61 | 0.564 | 0.476 | 0 | 0 |
| 2088 | 27 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 15 | 4 | 3 | 4 | 3682.000 | 0 | 0.685 | 1826 | 35 | 0.750 | 0.000 | 0 | 0 |
| 2089 | 55 | F | 4 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 1 | 4430.000 | 1543 | 0.752 | 3395 | 70 | 0.628 | 0.348 | 0 | 0 |
| 2090 | 26 | M | 0 | NaN | Single | abc | Blue | 16 | 5 | 3 | 2 | 3877.000 | 0 | 0.773 | 2473 | 33 | 0.833 | 0.000 | 0 | 0 |
| 2091 | 56 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 15124.000 | 1974 | 0.826 | 1850 | 44 | 0.571 | 0.131 | 0 | 0 |
| 2092 | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 1 | 7712.000 | 962 | 0.418 | 1574 | 34 | 0.062 | 0.125 | 0 | 1 |
| 2093 | 42 | F | 2 | Graduate | NaN | abc | Blue | 34 | 5 | 2 | 2 | 19373.000 | 1142 | 0.655 | 1792 | 48 | 0.455 | 0.059 | 0 | 0 |
| 2094 | 30 | M | 1 | College | Single | abc | Blue | 13 | 3 | 3 | 3 | 21590.000 | 2517 | 0.813 | 2567 | 70 | 0.795 | 0.117 | 0 | 0 |
| 2095 | 38 | M | 1 | High School | Married | $60K - $80K | Blue | 32 | 4 | 2 | 1 | 3657.000 | 1687 | 1.357 | 2758 | 55 | 0.833 | 0.461 | 0 | 0 |
| 2096 | 47 | F | 2 | Uneducated | Divorced | abc | Silver | 35 | 3 | 1 | 4 | 32444.000 | 1843 | 1.127 | 3725 | 60 | 0.622 | 0.057 | 0 | 0 |
| 2097 | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 24 | 5 | 1 | 2 | 5830.000 | 1665 | 0.684 | 2263 | 60 | 0.714 | 0.286 | 0 | 0 |
| 2098 | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 47 | 3 | 4 | 3 | 1438.300 | 0 | 1.053 | 1154 | 22 | 0.375 | 0.000 | 1 | 1 |
| 2099 | 65 | F | 1 | Graduate | Single | abc | Blue | 55 | 5 | 2 | 4 | 6463.000 | 1660 | 0.995 | 2336 | 49 | 1.722 | 0.257 | 0 | 0 |
| 2100 | 33 | M | 2 | High School | Single | $60K - $80K | Blue | 23 | 4 | 2 | 1 | 2400.000 | 0 | 1.064 | 2677 | 70 | 0.892 | 0.000 | 0 | 0 |
| 2101 | 44 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2311.000 | 1830 | 1.289 | 1701 | 33 | 1.357 | 0.792 | 0 | 0 |
| 2102 | 57 | F | 3 | NaN | Married | $40K - $60K | Blue | 48 | 4 | 2 | 2 | 3585.000 | 1244 | 0.507 | 1344 | 37 | 0.850 | 0.347 | 0 | 0 |
| 2103 | 34 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 3 | 2 | 9131.000 | 916 | 0.863 | 1893 | 36 | 0.565 | 0.100 | 0 | 0 |
| 2104 | 63 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 56 | 3 | 6 | 4 | 1438.300 | 0 | 0.864 | 3630 | 71 | 0.578 | 0.000 | 0 | 0 |
| 2105 | 37 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 5 | 1 | 3 | 1438.300 | 0 | 0.790 | 2075 | 66 | 0.692 | 0.000 | 0 | 1 |
| 2106 | 39 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 5471.000 | 2056 | 0.465 | 1992 | 46 | 0.704 | 0.376 | 0 | 1 |
| 2107 | 39 | M | 2 | High School | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 8823.000 | 1541 | 1.060 | 1961 | 32 | 1.000 | 0.175 | 0 | 0 |
| 2108 | 55 | M | 1 | Graduate | Married | $60K - $80K | Blue | 44 | 6 | 2 | 4 | 2173.000 | 1520 | 0.652 | 1485 | 26 | 0.529 | 0.699 | 0 | 0 |
| 2109 | 37 | M | 2 | Graduate | Single | $120K + | Blue | 25 | 3 | 3 | 0 | 5616.000 | 0 | 0.995 | 1564 | 31 | 0.476 | 0.000 | 1 | 0 |
| 2110 | 57 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 51 | 5 | 2 | 2 | 8571.000 | 1616 | 0.600 | 1397 | 28 | 0.647 | 0.189 | 0 | 0 |
| 2111 | 45 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 6 | 3 | 2803.000 | 0 | 0.565 | 3347 | 71 | 0.732 | 0.000 | 0 | 0 |
| 2112 | 53 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 3924.000 | 2517 | 0.511 | 1417 | 30 | 0.667 | 0.641 | 0 | 0 |
| 2113 | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 23 | 6 | 1 | 2 | 5663.000 | 1149 | 0.767 | 2553 | 61 | 0.794 | 0.203 | 0 | 0 |
| 2114 | 60 | F | 0 | Uneducated | Married | Less than $40K | Blue | 49 | 3 | 1 | 2 | 3955.000 | 2000 | 0.425 | 1560 | 43 | 0.483 | 0.506 | 0 | 0 |
| 2115 | 29 | F | 0 | Uneducated | Single | Less than $40K | Blue | 23 | 5 | 3 | 4 | 7997.000 | 0 | 0.935 | 2208 | 56 | 0.806 | 0.000 | 0 | 0 |
| 2116 | 56 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 5 | 3652.000 | 1351 | 0.836 | 1561 | 39 | 0.625 | 0.370 | 0 | 0 |
| 2117 | 37 | M | 2 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 1 | 12702.000 | 2008 | 0.510 | 1992 | 40 | 0.667 | 0.158 | 0 | 0 |
| 2118 | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 23 | 4 | 3 | 2 | 7189.000 | 1550 | 0.538 | 1935 | 52 | 0.368 | 0.216 | 0 | 1 |
| 2119 | 58 | M | 1 | Graduate | Married | $80K - $120K | Blue | 42 | 4 | 3 | 1 | 12421.000 | 2517 | 0.730 | 1913 | 49 | 0.690 | 0.203 | 0 | 1 |
| 2120 | 29 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 17 | 3 | 2 | 4 | 2585.000 | 2008 | 1.266 | 3519 | 73 | 0.622 | 0.777 | 0 | 0 |
| 2121 | 38 | M | 2 | High School | Married | $120K + | Blue | 29 | 4 | 1 | 2 | 2818.000 | 1656 | 1.404 | 2916 | 45 | 0.957 | 0.588 | 0 | 0 |
| 2122 | 65 | M | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 4 | 4 | 2351.000 | 0 | 0.881 | 1593 | 35 | 0.591 | 0.000 | 1 | 1 |
| 2123 | 62 | F | 1 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 2 | 3143.000 | 2517 | 0.625 | 1323 | 25 | 0.923 | 0.801 | 0 | 0 |
| 2124 | 53 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 42 | 5 | 5 | 4 | 6514.000 | 978 | 0.843 | 3084 | 63 | 0.658 | 0.150 | 0 | 0 |
| 2125 | 26 | F | 0 | Graduate | Single | $40K - $60K | Blue | 17 | 5 | 3 | 3 | 3119.000 | 1328 | 0.722 | 2740 | 62 | 0.512 | 0.426 | 0 | 0 |
| 2126 | 46 | F | 3 | High School | Single | Less than $40K | Silver | 39 | 1 | 0 | 4 | 13092.000 | 1962 | 0.686 | 936 | 25 | 0.250 | 0.150 | 1 | 1 |
| 2127 | 51 | F | 1 | College | Married | $40K - $60K | Blue | 44 | 4 | 2 | 1 | 1438.300 | 0 | 0.803 | 2207 | 68 | 0.511 | 0.000 | 0 | 1 |
| 2128 | 39 | M | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 2 | 4 | 3702.000 | 1118 | 1.040 | 2585 | 64 | 0.778 | 0.302 | 0 | 0 |
| 2129 | 51 | F | 1 | High School | Married | abc | Blue | 36 | 3 | 2 | 3 | 9095.000 | 2517 | 0.370 | 1347 | 27 | 0.421 | 0.277 | 0 | 1 |
| 2130 | 59 | M | 2 | High School | Married | $40K - $60K | Blue | 50 | 6 | 3 | 2 | 2701.000 | 1572 | 0.475 | 1469 | 36 | 0.500 | 0.582 | 0 | 0 |
| 2131 | 56 | M | 3 | NaN | Married | $40K - $60K | Blue | 45 | 6 | 2 | 4 | 1813.000 | 1387 | 0.406 | 1468 | 32 | 0.231 | 0.765 | 0 | 0 |
| 2132 | 56 | F | 2 | Graduate | Married | abc | Blue | 36 | 3 | 3 | 2 | 5335.000 | 996 | 0.469 | 1454 | 43 | 0.433 | 0.187 | 0 | 0 |
| 2133 | 31 | M | 1 | Graduate | Married | $40K - $60K | Blue | 20 | 6 | 2 | 5 | 2469.000 | 1695 | 0.842 | 1615 | 36 | 0.333 | 0.687 | 0 | 0 |
| 2134 | 37 | M | 0 | High School | Divorced | $40K - $60K | Blue | 36 | 3 | 1 | 5 | 3091.000 | 0 | 0.665 | 2572 | 65 | 0.548 | 0.000 | 0 | 0 |
| 2135 | 36 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 3 | 5 | 2 | 2683.000 | 1533 | 0.821 | 2373 | 73 | 0.659 | 0.571 | 0 | 0 |
| 2136 | 26 | F | 1 | NaN | Single | abc | Blue | 15 | 3 | 4 | 3 | 5464.000 | 0 | 0.700 | 2473 | 46 | 0.484 | 0.000 | 0 | 0 |
| 2137 | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 4 | 1 | 2 | 2942.000 | 2022 | 0.537 | 1479 | 28 | 0.217 | 0.687 | 0 | 0 |
| 2138 | 26 | M | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2735.000 | 1348 | 0.805 | 2441 | 58 | 0.450 | 0.493 | 0 | 0 |
| 2139 | 35 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 5 | 2 | 4 | 15279.000 | 1496 | 0.997 | 2079 | 57 | 0.425 | 0.098 | 0 | 0 |
| 2140 | 53 | M | 3 | College | Married | $120K + | Blue | 43 | 4 | 2 | 5 | 14938.000 | 1155 | 0.995 | 2248 | 51 | 0.645 | 0.077 | 0 | 0 |
| 2141 | 59 | M | 2 | High School | Married | Less than $40K | Blue | 42 | 3 | 3 | 5 | 4328.000 | 670 | 0.396 | 1580 | 54 | 0.543 | 0.155 | 0 | 1 |
| 2142 | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 24 | 4 | 4 | 4 | 34516.000 | 934 | 0.681 | 1768 | 52 | 0.576 | 0.027 | 0 | 0 |
| 2143 | 38 | M | 3 | High School | Married | $60K - $80K | Blue | 26 | 5 | 4 | 2 | 5824.000 | 1542 | 0.827 | 1801 | 44 | 0.571 | 0.265 | 0 | 0 |
| 2144 | 56 | F | 5 | Doctorate | Married | abc | Blue | 48 | 4 | 2 | 2 | 11281.000 | 2118 | 0.534 | 1255 | 30 | 0.304 | 0.188 | 0 | 0 |
| 2145 | 37 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 5 | 7959.000 | 998 | 0.773 | 1855 | 29 | 0.318 | 0.125 | 0 | 0 |
| 2146 | 33 | M | 1 | Graduate | Married | $120K + | Blue | 21 | 4 | 1 | 3 | 4459.000 | 1899 | 1.349 | 2502 | 48 | 1.000 | 0.426 | 0 | 0 |
| 2147 | 38 | M | 2 | College | Married | $80K - $120K | Blue | 24 | 4 | 1 | 5 | 17162.000 | 773 | 1.238 | 2457 | 54 | 1.000 | 0.045 | 0 | 0 |
| 2148 | 56 | M | 1 | Uneducated | Married | $120K + | Blue | 50 | 4 | 3 | 5 | 16254.000 | 1518 | 1.256 | 2502 | 55 | 0.571 | 0.093 | 0 | 0 |
| 2149 | 59 | M | 0 | High School | Married | $80K - $120K | Blue | 47 | 5 | 1 | 2 | 3278.000 | 1306 | 0.399 | 1374 | 32 | 0.391 | 0.398 | 0 | 0 |
| 2150 | 30 | M | 1 | Post-Graduate | Married | Less than $40K | Blue | 17 | 5 | 1 | 2 | 7173.000 | 1227 | 0.646 | 1793 | 33 | 0.737 | 0.171 | 0 | 0 |
| 2151 | 56 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 3295.000 | 2002 | 0.599 | 1191 | 34 | 0.545 | 0.608 | 0 | 0 |
| 2152 | 33 | M | 2 | NaN | Single | $120K + | Blue | 15 | 4 | 2 | 2 | 25033.000 | 2300 | 0.716 | 2529 | 71 | 0.578 | 0.092 | 0 | 0 |
| 2153 | 31 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 4232.000 | 2092 | 0.604 | 2565 | 69 | 0.865 | 0.494 | 0 | 0 |
| 2154 | 26 | M | 1 | College | Single | $40K - $60K | Blue | 36 | 3 | 4 | 3 | 2703.000 | 1256 | 0.949 | 2111 | 29 | 0.706 | 0.465 | 0 | 0 |
| 2155 | 29 | M | 1 | Graduate | Married | Less than $40K | Blue | 18 | 4 | 1 | 4 | 2710.000 | 629 | 0.771 | 1718 | 37 | 0.762 | 0.232 | 0 | 0 |
| 2156 | 53 | F | 2 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 1 | 5 | 2322.000 | 1284 | 0.673 | 1573 | 27 | 0.929 | 0.553 | 0 | 0 |
| 2157 | 35 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 5931.000 | 0 | 0.668 | 2730 | 71 | 0.614 | 0.000 | 0 | 0 |
| 2158 | 35 | M | 2 | Uneducated | NaN | $120K + | Blue | 29 | 5 | 1 | 2 | 3300.000 | 1731 | 0.689 | 1745 | 27 | 0.929 | 0.525 | 0 | 0 |
| 2159 | 56 | F | 4 | High School | Married | Less than $40K | Blue | 51 | 4 | 2 | 3 | 1438.300 | 0 | 0.472 | 1354 | 24 | 0.714 | 0.000 | 0 | 1 |
| 2160 | 35 | F | 1 | Uneducated | Single | abc | Silver | 27 | 4 | 3 | 2 | 34516.000 | 0 | 0.682 | 2562 | 62 | 0.722 | 0.000 | 0 | 0 |
| 2161 | 35 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 2 | 5 | 8682.000 | 1647 | 0.971 | 1792 | 36 | 0.800 | 0.190 | 0 | 0 |
| 2162 | 32 | M | 1 | High School | Divorced | $60K - $80K | Blue | 13 | 3 | 3 | 3 | 12616.000 | 0 | 1.054 | 1376 | 29 | 0.611 | 0.000 | 1 | 1 |
| 2163 | 49 | M | 4 | College | NaN | Less than $40K | Blue | 43 | 5 | 2 | 4 | 9652.000 | 2517 | 0.889 | 3762 | 73 | 0.587 | 0.261 | 0 | 0 |
| 2164 | 36 | M | 4 | Graduate | Divorced | $120K + | Blue | 29 | 3 | 2 | 2 | 1651.000 | 770 | 0.736 | 2516 | 54 | 0.385 | 0.466 | 0 | 1 |
| 2165 | 37 | M | 3 | NaN | Married | $60K - $80K | Blue | 29 | 5 | 1 | 5 | 2576.000 | 1640 | 1.128 | 2568 | 34 | 0.889 | 0.637 | 0 | 0 |
| 2166 | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 47 | 3 | 1 | 4 | 2212.000 | 1392 | 0.573 | 1387 | 34 | 0.700 | 0.629 | 0 | 0 |
| 2167 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 21 | 5 | 6 | 3 | 2157.000 | 1188 | 0.847 | 2111 | 59 | 0.639 | 0.551 | 0 | 0 |
| 2168 | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 5 | 1 | 2 | 2575.000 | 1424 | 0.543 | 1487 | 33 | 0.737 | 0.553 | 0 | 0 |
| 2169 | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 6 | 1 | 2 | 8705.000 | 1453 | 1.110 | 2688 | 88 | 0.956 | 0.167 | 0 | 0 |
| 2170 | 65 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 3 | 3 | 5 | 3838.000 | 1736 | 0.445 | 1467 | 29 | 0.706 | 0.452 | 0 | 0 |
| 2171 | 51 | M | 2 | NaN | Married | $120K + | Blue | 42 | 4 | 1 | 4 | 10306.000 | 1427 | 0.709 | 1456 | 44 | 0.294 | 0.138 | 0 | 0 |
| 2172 | 56 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 40 | 4 | 2 | 5 | 5366.000 | 1271 | 0.558 | 1748 | 38 | 0.900 | 0.237 | 0 | 0 |
| 2173 | 58 | M | 0 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 2994.000 | 2351 | 0.469 | 1540 | 32 | 0.185 | 0.785 | 0 | 0 |
| 2174 | 39 | M | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4247.000 | 0 | 0.405 | 847 | 17 | 0.133 | 0.000 | 1 | 1 |
| 2175 | 51 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 4 | 2 | 1737.000 | 1145 | 0.809 | 1954 | 42 | 1.333 | 0.659 | 0 | 0 |
| 2176 | 58 | M | 4 | Uneducated | Single | $40K - $60K | Silver | 50 | 5 | 2 | 3 | 18431.000 | 902 | 1.296 | 2950 | 61 | 0.848 | 0.049 | 0 | 0 |
| 2177 | 34 | F | 3 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 3 | 3 | 2263.000 | 1794 | 0.794 | 2154 | 37 | 0.542 | 0.793 | 0 | 0 |
| 2178 | 39 | M | 3 | NaN | Single | $80K - $120K | Blue | 23 | 6 | 1 | 4 | 2718.000 | 2156 | 0.668 | 1711 | 36 | 0.440 | 0.793 | 0 | 0 |
| 2179 | 54 | F | 1 | College | Married | abc | Blue | 43 | 3 | 3 | 2 | 5839.000 | 2130 | 0.687 | 1640 | 44 | 0.333 | 0.365 | 0 | 0 |
| 2180 | 26 | F | 2 | High School | Single | abc | Blue | 13 | 5 | 0 | 3 | 5137.000 | 0 | 0.699 | 2496 | 49 | 0.581 | 0.000 | 0 | 0 |
| 2181 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 2 | 3 | 11909.000 | 1018 | 1.006 | 1938 | 53 | 0.656 | 0.085 | 0 | 0 |
| 2182 | 32 | M | 3 | College | Single | $80K - $120K | Blue | 21 | 4 | 3 | 5 | 21390.000 | 0 | 0.946 | 2477 | 59 | 0.341 | 0.000 | 0 | 1 |
| 2183 | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 9264.000 | 629 | 0.659 | 4107 | 79 | 0.580 | 0.068 | 0 | 0 |
| 2184 | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 4 | 2 | 5 | 5484.000 | 2517 | 0.489 | 2025 | 51 | 0.378 | 0.459 | 0 | 1 |
| 2185 | 32 | M | 2 | Graduate | Married | $40K - $60K | Blue | 22 | 3 | 3 | 5 | 4739.000 | 0 | 0.363 | 886 | 21 | 0.400 | 0.000 | 1 | 1 |
| 2186 | 30 | M | 1 | College | Divorced | Less than $40K | Blue | 19 | 4 | 3 | 3 | 7970.000 | 0 | 0.776 | 1284 | 30 | 0.429 | 0.000 | 1 | 1 |
| 2187 | 37 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 3127.000 | 2378 | 0.862 | 2292 | 49 | 0.441 | 0.760 | 0 | 0 |
| 2188 | 38 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 7756.000 | 1670 | 0.780 | 1858 | 51 | 0.545 | 0.215 | 0 | 0 |
| 2189 | 46 | M | 2 | Uneducated | Single | $120K + | Blue | 33 | 6 | 2 | 3 | 34516.000 | 676 | 0.814 | 3508 | 58 | 0.871 | 0.020 | 0 | 0 |
| 2190 | 36 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 5605.000 | 1322 | 1.204 | 2338 | 41 | 0.952 | 0.236 | 0 | 0 |
| 2191 | 33 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2946.000 | 1359 | 0.746 | 2017 | 48 | 0.455 | 0.461 | 0 | 0 |
| 2192 | 58 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 54 | 4 | 2 | 3 | 8886.000 | 0 | 0.694 | 4148 | 79 | 0.756 | 0.000 | 0 | 0 |
| 2193 | 46 | M | 4 | Doctorate | Married | $120K + | Blue | 36 | 3 | 2 | 5 | 3104.000 | 862 | 1.057 | 2781 | 74 | 0.682 | 0.278 | 0 | 0 |
| 2194 | 39 | M | 5 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 19435.000 | 2120 | 0.625 | 2062 | 55 | 0.486 | 0.109 | 0 | 1 |
| 2195 | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 46 | 3 | 3 | 3 | 3312.000 | 1624 | 0.573 | 1973 | 55 | 0.667 | 0.490 | 0 | 0 |
| 2196 | 50 | M | 3 | High School | Married | $120K + | Blue | 40 | 5 | 1 | 4 | 34516.000 | 0 | 0.986 | 1930 | 36 | 0.440 | 0.000 | 0 | 1 |
| 2197 | 41 | M | 3 | College | Single | $60K - $80K | Blue | 33 | 6 | 1 | 4 | 5246.000 | 0 | 0.969 | 3189 | 56 | 0.556 | 0.000 | 0 | 1 |
| 2198 | 53 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 41 | 4 | 1 | 2 | 2432.000 | 1554 | 1.158 | 3670 | 60 | 0.818 | 0.639 | 0 | 0 |
| 2199 | 36 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 3103.000 | 2399 | 0.581 | 1836 | 48 | 0.655 | 0.773 | 0 | 0 |
| 2200 | 38 | M | 3 | NaN | Married | $120K + | Blue | 33 | 5 | 3 | 4 | 30746.000 | 1168 | 0.653 | 1519 | 43 | 0.720 | 0.038 | 0 | 0 |
| 2201 | 55 | F | 2 | College | Single | abc | Silver | 36 | 2 | 3 | 3 | 34516.000 | 0 | 0.399 | 1353 | 40 | 0.212 | 0.000 | 1 | 1 |
| 2202 | 45 | M | 4 | College | NaN | $120K + | Blue | 40 | 3 | 2 | 2 | 11962.000 | 1025 | 0.694 | 1907 | 52 | 0.926 | 0.086 | 0 | 0 |
| 2203 | 36 | M | 2 | High School | Single | $80K - $120K | Blue | 27 | 5 | 3 | 3 | 14690.000 | 979 | 0.811 | 2746 | 68 | 0.511 | 0.067 | 0 | 0 |
| 2204 | 45 | M | 1 | Graduate | Single | $40K - $60K | Blue | 32 | 5 | 1 | 2 | 6629.000 | 1389 | 0.828 | 3891 | 69 | 0.643 | 0.210 | 0 | 0 |
| 2205 | 38 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 6 | 2 | 4 | 5535.000 | 1276 | 0.636 | 1764 | 38 | 0.900 | 0.231 | 0 | 0 |
| 2206 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 22 | 4 | 3 | 3 | 2544.000 | 1848 | 0.804 | 2289 | 49 | 0.441 | 0.726 | 0 | 0 |
| 2207 | 48 | M | 3 | College | Married | Less than $40K | Blue | 37 | 4 | 3 | 3 | 3305.000 | 2517 | 0.766 | 2027 | 57 | 1.036 | 0.762 | 0 | 0 |
| 2208 | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.000 | 888 | 1.299 | 1959 | 42 | 0.909 | 0.026 | 0 | 0 |
| 2209 | 37 | F | 1 | College | Single | abc | Blue | 20 | 3 | 2 | 5 | 9466.000 | 0 | 0.818 | 2503 | 70 | 0.489 | 0.000 | 0 | 0 |
| 2210 | 33 | F | 2 | Doctorate | Single | abc | Blue | 21 | 4 | 3 | 4 | 5297.000 | 0 | 0.779 | 2655 | 62 | 0.550 | 0.000 | 0 | 0 |
| 2211 | 31 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 4260.000 | 1775 | 1.239 | 2109 | 52 | 0.625 | 0.417 | 0 | 0 |
| 2212 | 40 | F | 4 | College | Single | Less than $40K | Blue | 26 | 6 | 1 | 2 | 7291.000 | 2517 | 0.830 | 2198 | 56 | 0.697 | 0.345 | 0 | 0 |
| 2213 | 43 | M | 4 | High School | NaN | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 13882.000 | 758 | 0.500 | 1646 | 42 | 0.750 | 0.055 | 0 | 0 |
| 2214 | 63 | M | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 5 | 6500.000 | 1786 | 0.524 | 1497 | 27 | 0.350 | 0.275 | 0 | 0 |
| 2215 | 35 | F | 4 | NaN | Married | Less than $40K | Blue | 30 | 6 | 3 | 4 | 1626.000 | 979 | 1.467 | 2847 | 61 | 0.968 | 0.602 | 0 | 0 |
| 2216 | 31 | F | 1 | High School | Single | Less than $40K | Blue | 22 | 5 | 1 | 5 | 6662.000 | 0 | 0.934 | 3264 | 83 | 0.766 | 0.000 | 0 | 0 |
| 2217 | 36 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 25 | 4 | 3 | 3 | 5846.000 | 1732 | 0.611 | 2056 | 41 | 0.640 | 0.296 | 0 | 1 |
| 2218 | 34 | M | 1 | High School | Married | $60K - $80K | Blue | 27 | 3 | 1 | 2 | 8063.000 | 2149 | 0.722 | 2042 | 49 | 0.690 | 0.267 | 0 | 0 |
| 2219 | 29 | M | 0 | NaN | Married | $60K - $80K | Blue | 23 | 3 | 3 | 2 | 6224.000 | 1092 | 0.919 | 2222 | 39 | 0.560 | 0.175 | 0 | 0 |
| 2220 | 55 | M | 1 | Doctorate | Married | $60K - $80K | Blue | 49 | 6 | 2 | 4 | 4597.000 | 2442 | 0.512 | 1504 | 38 | 0.357 | 0.531 | 0 | 0 |
| 2221 | 46 | M | 2 | Graduate | Single | $40K - $60K | Blue | 31 | 3 | 3 | 5 | 7869.000 | 0 | 0.692 | 998 | 25 | 0.562 | 0.000 | 1 | 1 |
| 2222 | 45 | M | 2 | College | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 17884.000 | 2096 | 0.477 | 2031 | 49 | 0.633 | 0.117 | 0 | 1 |
| 2223 | 52 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1438.300 | 978 | 0.773 | 947 | 33 | 0.571 | 0.680 | 1 | 1 |
| 2224 | 40 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 5 | 1 | 3 | 2046.000 | 1694 | 0.853 | 3432 | 49 | 0.960 | 0.828 | 0 | 0 |
| 2225 | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 6370.000 | 0 | 0.855 | 1783 | 40 | 0.667 | 0.000 | 0 | 0 |
| 2226 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 2 | 2 | 2737.000 | 2517 | 0.533 | 1619 | 37 | 0.480 | 0.920 | 0 | 0 |
| 2227 | 36 | M | 1 | Graduate | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 2622.000 | 2489 | 0.840 | 2717 | 79 | 0.549 | 0.949 | 0 | 0 |
| 2228 | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 2 | 3 | 3 | 7266.000 | 906 | 0.676 | 1741 | 27 | 0.421 | 0.125 | 1 | 1 |
| 2229 | 37 | F | 2 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 3 | 3 | 2258.000 | 1338 | 0.860 | 2511 | 55 | 0.774 | 0.593 | 0 | 0 |
| 2230 | 35 | M | 3 | Graduate | Single | $80K - $120K | Blue | 25 | 3 | 2 | 3 | 6510.000 | 2055 | 1.042 | 2238 | 49 | 0.531 | 0.316 | 0 | 0 |
| 2231 | 64 | F | 0 | NaN | Married | abc | Blue | 55 | 4 | 1 | 4 | 2508.000 | 1580 | 0.440 | 1607 | 44 | 0.419 | 0.630 | 0 | 0 |
| 2232 | 52 | F | 2 | Uneducated | Married | abc | Blue | 36 | 5 | 1 | 2 | 4006.000 | 2517 | 0.557 | 1157 | 34 | 0.619 | 0.628 | 0 | 0 |
| 2233 | 37 | F | 5 | High School | Single | $40K - $60K | Blue | 19 | 4 | 1 | 2 | 3252.000 | 1987 | 0.658 | 2953 | 72 | 0.714 | 0.611 | 0 | 0 |
| 2234 | 45 | F | 4 | Uneducated | Married | abc | Blue | 26 | 4 | 3 | 1 | 16317.000 | 0 | 0.742 | 2944 | 71 | 0.972 | 0.000 | 0 | 0 |
| 2235 | 28 | M | 1 | NaN | Single | $40K - $60K | Blue | 15 | 3 | 3 | 1 | 2109.000 | 1542 | 0.670 | 2261 | 56 | 0.600 | 0.731 | 0 | 0 |
| 2236 | 65 | F | 1 | Graduate | Married | Less than $40K | Blue | 56 | 4 | 2 | 0 | 7023.000 | 1726 | 1.178 | 2535 | 51 | 0.759 | 0.246 | 0 | 0 |
| 2237 | 55 | M | 0 | Graduate | Married | $120K + | Blue | 42 | 3 | 2 | 1 | 8302.000 | 2517 | 0.661 | 1576 | 34 | 0.789 | 0.303 | 0 | 0 |
| 2238 | 55 | M | 2 | Graduate | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 9959.000 | 1209 | 0.548 | 1584 | 28 | 0.273 | 0.121 | 0 | 0 |
| 2239 | 41 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 3636.000 | 1884 | 0.924 | 4254 | 79 | 0.491 | 0.518 | 0 | 0 |
| 2240 | 57 | F | 2 | High School | Married | Less than $40K | Blue | 46 | 5 | 1 | 1 | 5184.000 | 1856 | 0.553 | 1834 | 55 | 0.571 | 0.358 | 0 | 0 |
| 2241 | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 29 | 6 | 1 | 4 | 14575.000 | 0 | 1.251 | 3444 | 80 | 0.702 | 0.000 | 0 | 0 |
| 2242 | 29 | M | 0 | College | Divorced | abc | Blue | 15 | 6 | 3 | 2 | 3107.000 | 1720 | 0.661 | 2460 | 71 | 0.690 | 0.554 | 0 | 0 |
| 2243 | 62 | F | 0 | College | Married | $40K - $60K | Blue | 49 | 6 | 1 | 2 | 1438.300 | 0 | 0.757 | 1281 | 32 | 1.000 | 0.000 | 0 | 0 |
| 2244 | 42 | M | 4 | College | NaN | $60K - $80K | Blue | 25 | 4 | 3 | 3 | 3092.000 | 1115 | 0.802 | 2133 | 41 | 0.783 | 0.361 | 0 | 0 |
| 2245 | 47 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 8322.000 | 0 | 0.860 | 3700 | 62 | 1.000 | 0.000 | 0 | 0 |
| 2246 | 44 | F | 0 | Graduate | Married | Less than $40K | Silver | 36 | 5 | 3 | 2 | 10110.000 | 1229 | 0.650 | 4063 | 74 | 0.480 | 0.122 | 0 | 0 |
| 2247 | 34 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 4 | 3 | 4 | 2707.000 | 2036 | 0.827 | 1926 | 33 | 0.941 | 0.752 | 0 | 0 |
| 2248 | 37 | M | 1 | Graduate | Single | abc | Blue | 32 | 4 | 1 | 3 | 4397.000 | 2007 | 0.892 | 2473 | 47 | 1.136 | 0.456 | 0 | 0 |
| 2249 | 33 | F | 2 | Graduate | Single | abc | Blue | 21 | 3 | 3 | 2 | 5795.000 | 0 | 0.746 | 2322 | 65 | 0.585 | 0.000 | 0 | 0 |
| 2250 | 40 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 23 | 6 | 3 | 2 | 9760.000 | 1657 | 1.134 | 4542 | 86 | 0.870 | 0.170 | 0 | 0 |
| 2251 | 51 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 40 | 3 | 2 | 0 | 6103.000 | 0 | 0.532 | 3203 | 64 | 0.829 | 0.000 | 0 | 0 |
| 2252 | 65 | M | 1 | High School | Married | $40K - $60K | Blue | 56 | 6 | 2 | 2 | 2246.000 | 1326 | 0.543 | 1429 | 32 | 0.455 | 0.590 | 0 | 0 |
| 2253 | 46 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 3 | 4 | 4930.000 | 0 | 1.019 | 3343 | 77 | 0.638 | 0.000 | 0 | 0 |
| 2254 | 27 | M | 0 | Graduate | Single | $40K - $60K | Blue | 16 | 4 | 1 | 2 | 3178.000 | 1118 | 0.643 | 2010 | 31 | 0.550 | 0.352 | 0 | 0 |
| 2255 | 37 | F | 1 | High School | NaN | Less than $40K | Blue | 30 | 3 | 5 | 0 | 3003.000 | 1810 | 0.719 | 3148 | 68 | 0.789 | 0.603 | 0 | 0 |
| 2256 | 34 | F | 1 | Doctorate | Married | abc | Blue | 25 | 4 | 3 | 3 | 2318.000 | 2069 | 1.399 | 2689 | 57 | 0.781 | 0.893 | 0 | 0 |
| 2257 | 34 | M | 0 | Graduate | Married | $40K - $60K | Blue | 17 | 4 | 1 | 4 | 2638.000 | 2092 | 0.591 | 1868 | 43 | 0.344 | 0.793 | 0 | 0 |
| 2258 | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2004.000 | 0 | 0.681 | 1974 | 60 | 0.364 | 0.000 | 0 | 1 |
| 2259 | 55 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 49 | 4 | 1 | 1 | 2414.000 | 2276 | 0.567 | 2000 | 62 | 0.590 | 0.943 | 0 | 0 |
| 2260 | 60 | F | 0 | Doctorate | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 1438.300 | 648 | 0.477 | 1267 | 27 | 1.077 | 0.451 | 0 | 0 |
| 2261 | 56 | M | 2 | Graduate | Married | $60K - $80K | Blue | 44 | 3 | 1 | 2 | 2043.000 | 1928 | 0.791 | 2311 | 57 | 0.839 | 0.944 | 0 | 0 |
| 2262 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 46 | 3 | 3 | 2 | 34516.000 | 2517 | 0.685 | 3072 | 67 | 0.675 | 0.073 | 0 | 0 |
| 2263 | 45 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 3111.000 | 2290 | 1.612 | 1998 | 41 | 0.464 | 0.736 | 0 | 0 |
| 2264 | 56 | M | 1 | Graduate | Married | $120K + | Blue | 48 | 6 | 3 | 4 | 2585.000 | 1207 | 0.440 | 1590 | 33 | 0.320 | 0.467 | 0 | 0 |
| 2265 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 5 | 2 | 4 | 2469.000 | 2410 | 0.544 | 1027 | 20 | 0.176 | 0.976 | 1 | 1 |
| 2266 | 30 | M | 1 | NaN | Single | Less than $40K | Blue | 19 | 5 | 2 | 0 | 8744.000 | 1712 | 0.895 | 2579 | 68 | 0.659 | 0.196 | 0 | 0 |
| 2267 | 34 | M | 3 | High School | Married | $80K - $120K | Blue | 23 | 5 | 1 | 4 | 4185.000 | 2517 | 0.861 | 2179 | 55 | 0.774 | 0.601 | 0 | 0 |
| 2268 | 39 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 4759.000 | 1459 | 1.240 | 2903 | 57 | 0.900 | 0.307 | 0 | 0 |
| 2269 | 36 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 24457.000 | 1300 | 0.914 | 2739 | 65 | 0.912 | 0.053 | 0 | 0 |
| 2270 | 32 | M | 3 | NaN | Single | $120K + | Blue | 20 | 6 | 2 | 2 | 14244.000 | 1673 | 0.699 | 2729 | 66 | 0.535 | 0.117 | 0 | 0 |
| 2271 | 48 | M | 4 | Doctorate | Single | $80K - $120K | Blue | 28 | 3 | 3 | 4 | 6572.000 | 417 | 0.584 | 1766 | 46 | 0.533 | 0.063 | 1 | 1 |
| 2272 | 50 | F | 2 | Uneducated | Married | abc | Blue | 34 | 5 | 3 | 2 | 23381.000 | 905 | 0.645 | 4357 | 73 | 0.521 | 0.039 | 0 | 0 |
| 2273 | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 3 | 2 | 3471.000 | 2517 | 0.743 | 1771 | 34 | 0.889 | 0.725 | 0 | 0 |
| 2274 | 61 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 4 | 2 | 1 | 2250.000 | 1041 | 0.678 | 1339 | 28 | 0.867 | 0.463 | 0 | 0 |
| 2275 | 65 | F | 1 | NaN | Married | abc | Blue | 53 | 5 | 3 | 2 | 15965.000 | 2312 | 0.590 | 1619 | 40 | 0.538 | 0.145 | 0 | 0 |
| 2276 | 45 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 2 | 2 | 9433.000 | 1578 | 0.660 | 3910 | 81 | 0.653 | 0.167 | 0 | 0 |
| 2277 | 34 | M | 3 | Uneducated | Divorced | $120K + | Blue | 28 | 4 | 3 | 3 | 9180.000 | 1814 | 0.628 | 2646 | 49 | 0.633 | 0.198 | 0 | 1 |
| 2278 | 37 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 8818.000 | 1437 | 0.649 | 1865 | 31 | 0.938 | 0.163 | 0 | 0 |
| 2279 | 44 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4066.000 | 1028 | 0.972 | 3888 | 77 | 0.604 | 0.253 | 0 | 0 |
| 2280 | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 1 | 9031.000 | 1535 | 0.690 | 1602 | 35 | 0.591 | 0.170 | 0 | 0 |
| 2281 | 36 | M | 4 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 9887.000 | 994 | 0.488 | 2552 | 64 | 0.455 | 0.101 | 0 | 0 |
| 2282 | 65 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 5 | 3 | 5 | 4161.000 | 2491 | 0.410 | 1203 | 30 | 0.579 | 0.599 | 0 | 0 |
| 2283 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 15 | 6 | 3 | 3 | 2740.000 | 2069 | 0.418 | 1997 | 44 | 0.419 | 0.755 | 0 | 0 |
| 2284 | 26 | F | 0 | High School | Single | abc | Blue | 13 | 1 | 2 | 4 | 6152.000 | 0 | 0.391 | 968 | 23 | 0.533 | 0.000 | 1 | 1 |
| 2285 | 34 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 24 | 3 | 1 | 4 | 8167.000 | 1740 | 1.455 | 2141 | 51 | 0.700 | 0.213 | 0 | 0 |
| 2286 | 51 | M | 2 | College | Married | $120K + | Blue | 41 | 6 | 2 | 4 | 23742.000 | 0 | 0.769 | 3783 | 57 | 0.676 | 0.000 | 0 | 0 |
| 2287 | 57 | M | 3 | College | NaN | $60K - $80K | Blue | 50 | 6 | 3 | 4 | 16791.000 | 1181 | 0.550 | 2983 | 74 | 0.682 | 0.070 | 0 | 0 |
| 2288 | 30 | M | 0 | Graduate | Divorced | $80K - $120K | Blue | 23 | 6 | 1 | 2 | 26783.000 | 1285 | 0.590 | 2495 | 46 | 0.769 | 0.048 | 0 | 1 |
| 2289 | 35 | M | 1 | Post-Graduate | Married | $80K - $120K | Blue | 27 | 3 | 3 | 4 | 25516.000 | 1363 | 1.172 | 2317 | 38 | 0.727 | 0.053 | 0 | 0 |
| 2290 | 32 | M | 0 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 3 | 2 | 4815.000 | 1591 | 1.409 | 2501 | 36 | 0.714 | 0.330 | 0 | 0 |
| 2291 | 62 | M | 1 | Graduate | Married | abc | Blue | 36 | 5 | 2 | 2 | 3198.000 | 2308 | 0.724 | 1402 | 35 | 0.842 | 0.722 | 0 | 0 |
| 2292 | 32 | M | 1 | Uneducated | Married | Less than $40K | Blue | 23 | 1 | 3 | 3 | 2218.000 | 1696 | 0.367 | 730 | 20 | 0.429 | 0.765 | 1 | 1 |
| 2293 | 53 | M | 3 | High School | Married | $80K - $120K | Blue | 44 | 4 | 2 | 3 | 23462.000 | 2202 | 0.571 | 1387 | 33 | 0.650 | 0.094 | 0 | 0 |
| 2294 | 55 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 4 | 4 | 2252.000 | 1737 | 0.685 | 1291 | 27 | 0.500 | 0.771 | 0 | 0 |
| 2295 | 26 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2557.000 | 1990 | 0.575 | 2266 | 57 | 0.357 | 0.778 | 0 | 0 |
| 2296 | 35 | F | 0 | Graduate | Single | Less than $40K | Blue | 25 | 5 | 3 | 4 | 2300.000 | 0 | 0.877 | 1485 | 34 | 0.478 | 0.000 | 1 | 1 |
| 2297 | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 1 | 1 | 3540.000 | 1173 | 1.106 | 1912 | 45 | 0.667 | 0.331 | 0 | 0 |
| 2298 | 53 | M | 3 | NaN | Single | $60K - $80K | Blue | 42 | 6 | 1 | 2 | 22938.000 | 1700 | 0.636 | 3428 | 54 | 0.500 | 0.074 | 0 | 1 |
| 2299 | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 13129.000 | 901 | 0.825 | 2564 | 56 | 0.474 | 0.069 | 0 | 1 |
| 2300 | 39 | M | 3 | NaN | Single | $80K - $120K | Silver | 36 | 5 | 3 | 2 | 34516.000 | 1900 | 1.002 | 1668 | 36 | 0.714 | 0.055 | 0 | 0 |
| 2301 | 61 | F | 0 | High School | Married | Less than $40K | Blue | 53 | 5 | 2 | 0 | 3396.000 | 802 | 0.548 | 1418 | 36 | 0.500 | 0.236 | 0 | 0 |
| 2302 | 31 | F | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 4 | 3 | 4 | 4712.000 | 955 | 0.855 | 2568 | 62 | 0.590 | 0.203 | 0 | 0 |
| 2303 | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 7638.000 | 947 | 0.682 | 2336 | 58 | 0.611 | 0.124 | 0 | 0 |
| 2304 | 41 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 4 | 2 | 2 | 2624.000 | 1319 | 0.768 | 4189 | 74 | 0.609 | 0.503 | 0 | 0 |
| 2305 | 58 | M | 3 | Graduate | Married | $120K + | Blue | 52 | 5 | 2 | 5 | 17934.000 | 1578 | 0.593 | 2005 | 48 | 0.778 | 0.088 | 0 | 0 |
| 2306 | 45 | M | 5 | Graduate | Married | $40K - $60K | Silver | 39 | 3 | 1 | 5 | 15198.000 | 2098 | 0.800 | 3183 | 64 | 0.730 | 0.138 | 0 | 0 |
| 2307 | 57 | F | 4 | High School | Married | Less than $40K | Blue | 47 | 5 | 3 | 4 | 3191.000 | 2517 | 0.719 | 1501 | 35 | 0.591 | 0.789 | 0 | 0 |
| 2308 | 35 | M | 1 | NaN | Single | $60K - $80K | Blue | 25 | 6 | 3 | 2 | 6053.000 | 2001 | 0.743 | 2208 | 59 | 0.595 | 0.331 | 0 | 0 |
| 2309 | 39 | M | 2 | NaN | Married | $40K - $60K | Blue | 26 | 6 | 1 | 2 | 5510.000 | 2027 | 0.898 | 1980 | 42 | 0.680 | 0.368 | 0 | 0 |
| 2310 | 55 | M | 3 | Doctorate | Married | $120K + | Blue | 40 | 4 | 3 | 1 | 12875.000 | 1119 | 0.401 | 1624 | 40 | 0.429 | 0.087 | 0 | 0 |
| 2311 | 41 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2602.000 | 1490 | 0.660 | 3151 | 78 | 0.660 | 0.573 | 0 | 0 |
| 2312 | 55 | F | 0 | Uneducated | Married | Less than $40K | Blue | 51 | 4 | 3 | 1 | 2041.000 | 1885 | 0.587 | 2118 | 48 | 0.778 | 0.924 | 0 | 0 |
| 2313 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2548.000 | 1683 | 0.750 | 2055 | 54 | 0.636 | 0.661 | 0 | 1 |
| 2314 | 57 | M | 2 | Graduate | Married | $120K + | Blue | 49 | 6 | 3 | 1 | 4698.000 | 984 | 0.373 | 1865 | 35 | 0.458 | 0.209 | 0 | 1 |
| 2315 | 40 | F | 3 | High School | NaN | Less than $40K | Blue | 31 | 5 | 2 | 4 | 2222.000 | 1551 | 0.932 | 3302 | 65 | 0.585 | 0.698 | 0 | 0 |
| 2316 | 47 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 8217.000 | 0 | 0.678 | 1848 | 56 | 0.514 | 0.000 | 0 | 1 |
| 2317 | 42 | F | 4 | Uneducated | Single | Less than $40K | Silver | 36 | 4 | 3 | 3 | 10091.000 | 0 | 1.121 | 3347 | 64 | 0.778 | 0.000 | 0 | 0 |
| 2318 | 39 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 4 | 3 | 5 | 19074.000 | 0 | 0.804 | 3762 | 74 | 1.000 | 0.000 | 0 | 0 |
| 2319 | 39 | M | 4 | Graduate | Single | $60K - $80K | Gold | 34 | 3 | 3 | 2 | 34516.000 | 542 | 0.866 | 3899 | 78 | 0.857 | 0.016 | 0 | 0 |
| 2320 | 36 | M | 3 | Graduate | Married | $120K + | Blue | 29 | 5 | 2 | 4 | 12852.000 | 1945 | 0.659 | 1606 | 33 | 0.941 | 0.151 | 0 | 0 |
| 2321 | 36 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 21 | 4 | 1 | 5 | 12763.000 | 2517 | 1.631 | 2599 | 46 | 0.917 | 0.197 | 0 | 0 |
| 2322 | 29 | M | 0 | Graduate | Married | Less than $40K | Blue | 19 | 6 | 2 | 4 | 2827.000 | 1430 | 0.885 | 1608 | 30 | 1.308 | 0.506 | 0 | 0 |
| 2323 | 56 | F | 2 | Uneducated | Married | abc | Blue | 36 | 3 | 3 | 5 | 8242.000 | 0 | 0.434 | 1559 | 44 | 0.467 | 0.000 | 0 | 1 |
| 2324 | 37 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 1 | 1825.000 | 1389 | 1.595 | 2878 | 54 | 0.636 | 0.761 | 0 | 0 |
| 2325 | 61 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 56 | 6 | 3 | 4 | 1438.300 | 0 | 0.589 | 1448 | 31 | 0.292 | 0.000 | 0 | 1 |
| 2326 | 36 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 5497.000 | 1517 | 0.624 | 1981 | 38 | 0.357 | 0.276 | 0 | 0 |
| 2327 | 51 | F | 1 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 2 | 6778.000 | 865 | 0.992 | 3158 | 71 | 0.775 | 0.128 | 0 | 0 |
| 2328 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 4 | 4267.000 | 0 | 0.862 | 1067 | 23 | 0.769 | 0.000 | 1 | 1 |
| 2329 | 31 | F | 0 | High School | Married | Less than $40K | Blue | 22 | 4 | 2 | 1 | 3273.000 | 2517 | 1.465 | 2726 | 57 | 0.727 | 0.769 | 0 | 0 |
| 2330 | 33 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 25 | 5 | 2 | 2 | 9371.000 | 1541 | 0.781 | 2518 | 67 | 0.971 | 0.164 | 0 | 0 |
| 2331 | 50 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 3 | 3 | 1 | 1438.300 | 663 | 0.384 | 2987 | 73 | 0.622 | 0.461 | 0 | 0 |
| 2332 | 57 | F | 3 | High School | Single | abc | Blue | 36 | 1 | 4 | 2 | 8389.000 | 1960 | 0.384 | 1334 | 38 | 0.407 | 0.234 | 1 | 1 |
| 2333 | 65 | M | 0 | Doctorate | Single | abc | Blue | 56 | 3 | 2 | 2 | 28410.000 | 1608 | 0.913 | 2278 | 77 | 1.139 | 0.057 | 0 | 0 |
| 2334 | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 29 | 3 | 2 | 1 | 6168.000 | 2371 | 0.668 | 4303 | 80 | 0.509 | 0.384 | 0 | 0 |
| 2335 | 57 | F | 3 | NaN | Single | abc | Blue | 40 | 3 | 3 | 1 | 2111.000 | 966 | 0.923 | 3871 | 87 | 0.706 | 0.458 | 0 | 0 |
| 2336 | 63 | F | 1 | NaN | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 3141.000 | 1819 | 0.497 | 1539 | 35 | 0.522 | 0.579 | 0 | 0 |
| 2337 | 50 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 40 | 6 | 2 | 5 | 8307.000 | 2517 | 1.743 | 2293 | 36 | 0.800 | 0.303 | 0 | 0 |
| 2338 | 39 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 30753.000 | 1661 | 0.681 | 1780 | 33 | 0.941 | 0.054 | 0 | 0 |
| 2339 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 26 | 3 | 1 | 4 | 2731.000 | 1573 | 0.943 | 1813 | 38 | 0.727 | 0.576 | 0 | 0 |
| 2340 | 39 | F | 4 | NaN | Married | Less than $40K | Blue | 31 | 6 | 1 | 4 | 2890.000 | 0 | 0.545 | 2040 | 36 | 0.440 | 0.000 | 0 | 1 |
| 2341 | 52 | M | 1 | NaN | Single | $120K + | Blue | 44 | 6 | 1 | 2 | 34516.000 | 0 | 1.030 | 2848 | 56 | 0.750 | 0.000 | 0 | 1 |
| 2342 | 37 | M | 1 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 3 | 1 | 8058.000 | 1176 | 1.164 | 2774 | 52 | 0.625 | 0.146 | 0 | 0 |
| 2343 | 50 | F | 2 | Uneducated | Married | abc | Blue | 45 | 6 | 1 | 4 | 5660.000 | 2401 | 0.779 | 1932 | 35 | 0.346 | 0.424 | 0 | 1 |
| 2344 | 59 | M | 0 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 4 | 5 | 4230.000 | 1366 | 0.630 | 1480 | 35 | 0.458 | 0.323 | 0 | 0 |
| 2345 | 38 | M | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 9515.000 | 0 | 0.790 | 4642 | 61 | 0.605 | 0.000 | 0 | 0 |
| 2346 | 65 | F | 0 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10962.000 | 1559 | 0.708 | 2724 | 71 | 0.651 | 0.142 | 0 | 0 |
| 2347 | 57 | M | 1 | NaN | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 23848.000 | 1967 | 0.462 | 1591 | 43 | 0.720 | 0.082 | 0 | 0 |
| 2348 | 65 | M | 0 | Uneducated | Married | abc | Blue | 56 | 3 | 3 | 2 | 10144.000 | 1295 | 0.758 | 1234 | 24 | 1.182 | 0.128 | 0 | 0 |
| 2349 | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 22 | 4 | 3 | 4 | 2997.000 | 1969 | 1.235 | 2807 | 60 | 0.714 | 0.657 | 0 | 0 |
| 2350 | 41 | M | 2 | College | Single | $80K - $120K | Blue | 35 | 6 | 3 | 3 | 2647.000 | 620 | 0.664 | 2262 | 47 | 0.424 | 0.234 | 0 | 0 |
| 2351 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 1 | 2 | 4580.000 | 1300 | 0.519 | 1694 | 34 | 0.700 | 0.284 | 0 | 0 |
| 2352 | 28 | M | 0 | Post-Graduate | Married | abc | Blue | 13 | 4 | 1 | 2 | 2608.000 | 1630 | 0.521 | 1822 | 33 | 0.320 | 0.625 | 0 | 0 |
| 2353 | 31 | M | 2 | NaN | Single | $80K - $120K | Blue | 24 | 6 | 3 | 3 | 34516.000 | 1180 | 0.801 | 2329 | 69 | 0.605 | 0.034 | 0 | 0 |
| 2354 | 39 | F | 2 | NaN | Married | Less than $40K | Blue | 19 | 5 | 3 | 1 | 3156.000 | 2095 | 1.281 | 2739 | 56 | 0.750 | 0.664 | 0 | 0 |
| 2355 | 44 | F | 3 | Graduate | Married | abc | Blue | 31 | 5 | 2 | 0 | 24936.000 | 2053 | 0.716 | 1810 | 38 | 0.727 | 0.082 | 0 | 0 |
| 2356 | 55 | M | 3 | College | Married | $80K - $120K | Blue | 42 | 3 | 2 | 1 | 26101.000 | 614 | 0.397 | 1472 | 48 | 0.412 | 0.024 | 0 | 1 |
| 2357 | 57 | M | 3 | College | Married | $80K - $120K | Blue | 45 | 6 | 3 | 4 | 14270.000 | 0 | 0.398 | 1222 | 37 | 0.423 | 0.000 | 0 | 1 |
| 2358 | 28 | M | 0 | High School | Married | abc | Blue | 21 | 5 | 3 | 5 | 25618.000 | 1209 | 1.228 | 2157 | 49 | 1.882 | 0.047 | 0 | 0 |
| 2359 | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 21 | 5 | 1 | 2 | 3230.000 | 2517 | 0.677 | 1914 | 31 | 0.348 | 0.779 | 0 | 0 |
| 2360 | 46 | F | 4 | College | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 8881.000 | 1865 | 1.279 | 2632 | 54 | 1.077 | 0.210 | 0 | 0 |
| 2361 | 65 | F | 1 | Uneducated | Single | abc | Blue | 51 | 3 | 3 | 5 | 11037.000 | 1491 | 0.651 | 2429 | 63 | 0.750 | 0.135 | 0 | 0 |
| 2362 | 50 | F | 2 | Uneducated | Married | abc | Blue | 44 | 6 | 2 | 5 | 16763.000 | 0 | 0.880 | 3626 | 69 | 0.683 | 0.000 | 0 | 0 |
| 2363 | 31 | M | 0 | Uneducated | Divorced | $40K - $60K | Blue | 21 | 6 | 2 | 2 | 2621.000 | 1461 | 0.775 | 2718 | 71 | 0.775 | 0.557 | 0 | 0 |
| 2364 | 49 | M | 2 | NaN | Single | $80K - $120K | Blue | 43 | 3 | 3 | 5 | 4939.000 | 1190 | 0.557 | 3764 | 64 | 0.524 | 0.241 | 0 | 0 |
| 2365 | 50 | F | 3 | College | Single | Less than $40K | Blue | 32 | 5 | 3 | 4 | 4419.000 | 1218 | 0.879 | 4535 | 75 | 0.562 | 0.276 | 0 | 0 |
| 2366 | 44 | F | 4 | High School | Divorced | Less than $40K | Blue | 39 | 5 | 1 | 4 | 9235.000 | 1796 | 0.958 | 1739 | 42 | 0.448 | 0.194 | 0 | 0 |
| 2367 | 63 | F | 1 | High School | Married | Less than $40K | Blue | 56 | 6 | 1 | 3 | 3055.000 | 1685 | 0.541 | 1405 | 40 | 0.481 | 0.552 | 0 | 0 |
| 2368 | 41 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 35 | 6 | 2 | 3 | 19412.000 | 770 | 0.755 | 1576 | 41 | 0.952 | 0.040 | 0 | 0 |
| 2369 | 56 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 12786.000 | 1880 | 0.702 | 1205 | 19 | 0.462 | 0.147 | 0 | 0 |
| 2370 | 55 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 4666.000 | 1275 | 0.397 | 1281 | 28 | 0.750 | 0.273 | 0 | 0 |
| 2371 | 48 | F | 4 | College | Single | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4894.000 | 1505 | 0.780 | 3277 | 67 | 0.558 | 0.308 | 0 | 0 |
| 2372 | 35 | M | 2 | High School | Single | $120K + | Blue | 36 | 4 | 2 | 3 | 27389.000 | 1250 | 0.641 | 2754 | 60 | 0.463 | 0.046 | 0 | 0 |
| 2373 | 30 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 18 | 6 | 3 | 2 | 2132.000 | 797 | 0.779 | 3265 | 74 | 0.574 | 0.374 | 0 | 0 |
| 2374 | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 24 | 5 | 3 | 2 | 6590.000 | 0 | 0.714 | 2449 | 67 | 0.634 | 0.000 | 0 | 0 |
| 2375 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 3176.000 | 1470 | 0.388 | 1634 | 53 | 0.472 | 0.463 | 0 | 0 |
| 2376 | 37 | M | 1 | Graduate | Single | $60K - $80K | Blue | 27 | 4 | 1 | 3 | 4288.000 | 2349 | 0.718 | 2591 | 57 | 0.541 | 0.548 | 0 | 0 |
| 2377 | 65 | F | 0 | Uneducated | Single | abc | Blue | 56 | 5 | 3 | 5 | 20130.000 | 2355 | 0.716 | 2444 | 49 | 0.633 | 0.117 | 0 | 1 |
| 2378 | 48 | M | 2 | Doctorate | Single | Less than $40K | Blue | 43 | 3 | 3 | 2 | 5945.000 | 1685 | 0.900 | 3598 | 67 | 0.718 | 0.283 | 0 | 0 |
| 2379 | 37 | M | 1 | Graduate | Married | $40K - $60K | Blue | 17 | 3 | 1 | 4 | 3350.000 | 0 | 1.316 | 2849 | 61 | 0.694 | 0.000 | 0 | 0 |
| 2380 | 35 | M | 1 | High School | Married | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 4008.000 | 1841 | 1.504 | 2794 | 58 | 1.148 | 0.459 | 0 | 0 |
| 2381 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 3 | 3 | 2 | 5780.000 | 938 | 0.988 | 2960 | 65 | 0.757 | 0.162 | 0 | 0 |
| 2382 | 49 | F | 2 | High School | NaN | $40K - $60K | Blue | 38 | 4 | 1 | 2 | 2497.000 | 1674 | 0.701 | 2922 | 53 | 0.963 | 0.670 | 0 | 0 |
| 2383 | 26 | F | 0 | High School | Single | abc | Blue | 13 | 3 | 3 | 4 | 10286.000 | 2286 | 0.671 | 2564 | 57 | 0.462 | 0.222 | 0 | 0 |
| 2384 | 58 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 2347.000 | 2163 | 0.615 | 1631 | 40 | 0.290 | 0.922 | 0 | 0 |
| 2385 | 29 | F | 2 | Uneducated | Single | abc | Blue | 18 | 4 | 1 | 2 | 23125.000 | 1236 | 0.995 | 2536 | 69 | 0.865 | 0.053 | 0 | 0 |
| 2386 | 58 | F | 2 | NaN | Married | Less than $40K | Blue | 43 | 6 | 2 | 2 | 3034.000 | 2517 | 0.630 | 1617 | 29 | 1.417 | 0.830 | 0 | 0 |
| 2387 | 33 | M | 2 | College | Single | $80K - $120K | Blue | 23 | 3 | 4 | 3 | 7081.000 | 1874 | 0.699 | 2249 | 47 | 1.350 | 0.265 | 0 | 0 |
| 2388 | 36 | M | 2 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 1 | 3 | 6824.000 | 1873 | 0.563 | 1933 | 48 | 0.655 | 0.274 | 0 | 0 |
| 2389 | 47 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.300 | 772 | 1.451 | 2250 | 40 | 0.905 | 0.537 | 0 | 0 |
| 2390 | 41 | M | 2 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 2 | 2 | 2683.000 | 1738 | 0.745 | 2274 | 52 | 0.733 | 0.648 | 0 | 1 |
| 2391 | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 40 | 5 | 2 | 1 | 12280.000 | 985 | 0.841 | 4263 | 70 | 1.000 | 0.080 | 0 | 0 |
| 2392 | 58 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 14607.000 | 1480 | 0.346 | 1393 | 38 | 0.462 | 0.101 | 0 | 0 |
| 2393 | 53 | F | 1 | Doctorate | Single | Less than $40K | Blue | 48 | 4 | 3 | 3 | 2267.000 | 1469 | 0.716 | 3709 | 64 | 0.684 | 0.648 | 0 | 0 |
| 2394 | 54 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 2556.000 | 2260 | 0.487 | 1401 | 30 | 0.579 | 0.884 | 0 | 0 |
| 2395 | 39 | F | 1 | Uneducated | Divorced | abc | Blue | 34 | 4 | 1 | 2 | 12512.000 | 666 | 0.914 | 2995 | 60 | 0.875 | 0.053 | 0 | 0 |
| 2396 | 49 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 3 | 2 | 2 | 11332.000 | 946 | 0.857 | 3806 | 65 | 0.667 | 0.083 | 0 | 0 |
| 2397 | 35 | F | 3 | High School | Married | Less than $40K | Blue | 23 | 3 | 3 | 4 | 3073.000 | 526 | 0.702 | 1944 | 55 | 0.618 | 0.171 | 0 | 0 |
| 2398 | 47 | M | 3 | College | Married | $120K + | Silver | 27 | 6 | 3 | 3 | 34516.000 | 2315 | 0.599 | 1805 | 46 | 0.704 | 0.067 | 0 | 1 |
| 2399 | 38 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 3 | 5323.000 | 2301 | 0.680 | 1783 | 33 | 0.650 | 0.432 | 0 | 0 |
| 2400 | 56 | M | 1 | Graduate | Married | $80K - $120K | Blue | 44 | 3 | 1 | 0 | 9078.000 | 1501 | 0.510 | 1543 | 34 | 0.545 | 0.165 | 0 | 0 |
| 2401 | 56 | M | 2 | High School | Married | $120K + | Blue | 46 | 4 | 1 | 3 | 27029.000 | 1347 | 0.381 | 1302 | 27 | 0.421 | 0.050 | 0 | 0 |
| 2402 | 38 | M | 3 | High School | Single | $60K - $80K | Blue | 25 | 5 | 1 | 4 | 9859.000 | 1305 | 0.722 | 4345 | 72 | 0.674 | 0.132 | 0 | 0 |
| 2403 | 46 | M | 3 | College | Single | $80K - $120K | Blue | 39 | 1 | 4 | 3 | 4026.000 | 243 | 0.738 | 1102 | 27 | 0.800 | 0.060 | 1 | 1 |
| 2404 | 37 | M | 1 | High School | Single | $40K - $60K | Blue | 25 | 3 | 2 | 3 | 2608.000 | 1799 | 0.732 | 2565 | 72 | 0.636 | 0.690 | 0 | 0 |
| 2405 | 63 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 3552.000 | 2517 | 0.465 | 1342 | 26 | 1.000 | 0.709 | 0 | 0 |
| 2406 | 65 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 2 | 2 | 4613.000 | 1619 | 0.697 | 2328 | 62 | 0.722 | 0.351 | 0 | 0 |
| 2407 | 38 | M | 4 | College | Married | $80K - $120K | Blue | 27 | 5 | 2 | 4 | 10386.000 | 1909 | 1.430 | 2119 | 52 | 1.080 | 0.184 | 0 | 0 |
| 2408 | 45 | F | 4 | Doctorate | NaN | abc | Silver | 39 | 4 | 1 | 2 | 34516.000 | 1298 | 0.757 | 1906 | 39 | 0.773 | 0.038 | 0 | 0 |
| 2409 | 26 | M | 0 | College | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2657.000 | 1611 | 0.599 | 2349 | 41 | 0.464 | 0.606 | 0 | 0 |
| 2410 | 58 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 4 | 2 | 3 | 5031.000 | 1327 | 0.553 | 1433 | 34 | 0.889 | 0.264 | 0 | 0 |
| 2411 | 48 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 5 | 2 | 4 | 34516.000 | 787 | 0.763 | 1312 | 32 | 0.600 | 0.023 | 1 | 0 |
| 2412 | 26 | F | 0 | NaN | Single | $40K - $60K | Blue | 16 | 6 | 2 | 4 | 1612.000 | 835 | 0.588 | 2148 | 40 | 0.379 | 0.518 | 0 | 1 |
| 2413 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 2 | 2 | 2423.000 | 1773 | 0.574 | 2038 | 64 | 0.362 | 0.732 | 0 | 1 |
| 2414 | 33 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 5 | 7140.000 | 0 | 0.401 | 916 | 18 | 0.200 | 0.000 | 1 | 1 |
| 2415 | 62 | F | 0 | Doctorate | Married | $40K - $60K | Blue | 51 | 3 | 3 | 2 | 3377.000 | 948 | 0.461 | 1407 | 44 | 0.467 | 0.281 | 0 | 0 |
| 2416 | 55 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 41 | 1 | 3 | 4 | 34516.000 | 2408 | 0.796 | 1187 | 40 | 0.600 | 0.070 | 1 | 1 |
| 2417 | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 3 | 2 | 2295.000 | 0 | 0.699 | 3292 | 62 | 0.824 | 0.000 | 0 | 0 |
| 2418 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 41 | 3 | 3 | 2 | 3150.000 | 1543 | 0.998 | 3432 | 71 | 0.972 | 0.490 | 0 | 0 |
| 2419 | 58 | M | 1 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 5 | 2165.000 | 1135 | 0.707 | 1541 | 33 | 0.833 | 0.524 | 0 | 0 |
| 2420 | 47 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 34 | 3 | 2 | 4 | 4249.000 | 1562 | 0.773 | 1881 | 49 | 0.815 | 0.368 | 0 | 0 |
| 2421 | 50 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 41 | 6 | 1 | 3 | 2966.000 | 1433 | 0.490 | 1986 | 50 | 0.613 | 0.483 | 0 | 1 |
| 2422 | 53 | M | 1 | Graduate | Married | $120K + | Blue | 41 | 6 | 3 | 2 | 1612.000 | 744 | 0.636 | 1564 | 33 | 0.500 | 0.462 | 0 | 0 |
| 2423 | 45 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 14593.000 | 1504 | 0.668 | 3447 | 72 | 0.895 | 0.103 | 0 | 0 |
| 2424 | 48 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 38 | 6 | 3 | 2 | 8327.000 | 1551 | 0.463 | 4428 | 82 | 0.822 | 0.186 | 0 | 0 |
| 2425 | 43 | M | 3 | Post-Graduate | Married | $60K - $80K | Gold | 37 | 6 | 1 | 2 | 34516.000 | 1580 | 0.707 | 4149 | 86 | 0.755 | 0.046 | 0 | 0 |
| 2426 | 60 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 55 | 6 | 1 | 2 | 6479.000 | 1393 | 0.468 | 1618 | 47 | 0.958 | 0.215 | 0 | 0 |
| 2427 | 56 | M | 2 | High School | Married | $120K + | Blue | 41 | 4 | 1 | 3 | 18442.000 | 1470 | 0.491 | 1281 | 36 | 0.800 | 0.080 | 0 | 0 |
| 2428 | 43 | F | 3 | College | Married | $40K - $60K | Blue | 31 | 5 | 3 | 2 | 2800.000 | 2517 | 0.816 | 1994 | 41 | 0.640 | 0.899 | 0 | 0 |
| 2429 | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3032.000 | 2215 | 0.408 | 1387 | 30 | 0.579 | 0.731 | 0 | 0 |
| 2430 | 52 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 6 | 3 | 3 | 2151.000 | 1338 | 0.926 | 3446 | 58 | 1.000 | 0.622 | 0 | 0 |
| 2431 | 56 | F | 1 | NaN | Married | abc | Blue | 36 | 6 | 3 | 2 | 24073.000 | 1084 | 0.847 | 1341 | 37 | 1.176 | 0.045 | 0 | 0 |
| 2432 | 43 | M | 1 | Graduate | Married | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 25517.000 | 321 | 0.769 | 2508 | 44 | 0.294 | 0.013 | 1 | 1 |
| 2433 | 38 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 3 | 1 | 2 | 7709.000 | 2227 | 1.295 | 2520 | 61 | 0.848 | 0.289 | 0 | 0 |
| 2434 | 53 | M | 2 | College | Married | $40K - $60K | Blue | 33 | 3 | 3 | 1 | 4065.000 | 2180 | 0.321 | 1271 | 36 | 0.200 | 0.536 | 0 | 0 |
| 2435 | 52 | F | 1 | Graduate | Divorced | abc | Blue | 35 | 3 | 2 | 4 | 13169.000 | 1499 | 0.603 | 4370 | 83 | 0.537 | 0.114 | 0 | 0 |
| 2436 | 58 | M | 2 | College | Married | $80K - $120K | Blue | 44 | 3 | 2 | 2 | 11811.000 | 2508 | 0.476 | 1469 | 29 | 0.812 | 0.212 | 0 | 0 |
| 2437 | 34 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 6 | 1 | 7440.000 | 704 | 0.551 | 2251 | 63 | 0.537 | 0.095 | 0 | 0 |
| 2438 | 36 | M | 1 | High School | Single | $40K - $60K | Blue | 20 | 5 | 1 | 2 | 12714.000 | 976 | 0.649 | 2240 | 53 | 0.395 | 0.077 | 0 | 1 |
| 2439 | 55 | F | 0 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 1 | 3 | 3735.000 | 1978 | 0.675 | 1749 | 41 | 0.577 | 0.530 | 0 | 0 |
| 2440 | 54 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 1 | 4 | 25882.000 | 1699 | 0.428 | 1736 | 48 | 0.371 | 0.066 | 0 | 1 |
| 2441 | 36 | M | 2 | College | Married | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 3877.000 | 1495 | 0.783 | 1942 | 42 | 0.750 | 0.386 | 0 | 0 |
| 2442 | 35 | F | 2 | Graduate | Single | abc | Blue | 27 | 4 | 3 | 0 | 3280.000 | 1806 | 0.963 | 2534 | 78 | 0.950 | 0.551 | 0 | 0 |
| 2443 | 53 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 5 | 1 | 3 | 11023.000 | 0 | 0.539 | 1656 | 41 | 0.367 | 0.000 | 0 | 1 |
| 2444 | 48 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 6182.000 | 1131 | 0.566 | 3546 | 63 | 0.615 | 0.183 | 0 | 0 |
| 2445 | 37 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 19 | 3 | 3 | 4 | 2186.000 | 1185 | 0.998 | 2614 | 67 | 0.861 | 0.542 | 0 | 0 |
| 2446 | 45 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 39 | 3 | 1 | 0 | 17996.000 | 864 | 0.597 | 1589 | 30 | 0.667 | 0.048 | 0 | 0 |
| 2447 | 54 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2306.000 | 2200 | 0.697 | 2097 | 57 | 0.541 | 0.954 | 0 | 0 |
| 2448 | 38 | M | 2 | High School | Single | $60K - $80K | Silver | 30 | 4 | 3 | 4 | 26556.000 | 1583 | 0.694 | 3168 | 73 | 0.738 | 0.060 | 0 | 0 |
| 2449 | 35 | F | 2 | College | Married | Less than $40K | Blue | 18 | 3 | 3 | 2 | 5779.000 | 2517 | 1.201 | 2102 | 32 | 1.133 | 0.436 | 0 | 0 |
| 2450 | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 30 | 6 | 1 | 2 | 5494.000 | 2078 | 0.790 | 2661 | 58 | 0.871 | 0.378 | 0 | 0 |
| 2451 | 33 | M | 1 | Post-Graduate | Married | $120K + | Blue | 14 | 6 | 1 | 0 | 7571.000 | 2264 | 0.696 | 2273 | 49 | 0.485 | 0.299 | 0 | 1 |
| 2452 | 28 | M | 1 | High School | Single | Less than $40K | Blue | 14 | 4 | 3 | 1 | 2897.000 | 1398 | 0.907 | 2698 | 73 | 0.872 | 0.483 | 0 | 0 |
| 2453 | 36 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 3131.000 | 2379 | 0.748 | 2315 | 63 | 0.853 | 0.760 | 0 | 0 |
| 2454 | 34 | F | 3 | College | Divorced | Less than $40K | Blue | 27 | 3 | 3 | 2 | 4274.000 | 2517 | 0.666 | 2257 | 54 | 0.800 | 0.589 | 0 | 1 |
| 2455 | 55 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 4 | 4980.000 | 906 | 0.721 | 2273 | 66 | 0.886 | 0.182 | 0 | 0 |
| 2456 | 61 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 48 | 3 | 3 | 3 | 3156.000 | 2155 | 0.438 | 1376 | 44 | 0.571 | 0.683 | 0 | 0 |
| 2457 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 1 | 0 | 6861.000 | 2101 | 0.464 | 3974 | 63 | 0.909 | 0.306 | 0 | 0 |
| 2458 | 54 | M | 1 | Graduate | Married | $80K - $120K | Blue | 46 | 3 | 3 | 2 | 15554.000 | 2497 | 1.027 | 2836 | 61 | 0.605 | 0.161 | 0 | 0 |
| 2459 | 39 | M | 2 | High School | Married | $80K - $120K | Blue | 28 | 3 | 2 | 4 | 26570.000 | 1915 | 1.454 | 2118 | 33 | 1.062 | 0.072 | 0 | 0 |
| 2460 | 51 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 22224.000 | 979 | 1.255 | 3346 | 69 | 1.156 | 0.044 | 0 | 0 |
| 2461 | 47 | M | 2 | NaN | Single | $80K - $120K | Blue | 41 | 6 | 2 | 4 | 10606.000 | 1713 | 0.899 | 2694 | 61 | 0.906 | 0.162 | 0 | 0 |
| 2462 | 37 | F | 1 | High School | Married | $40K - $60K | Blue | 25 | 4 | 3 | 4 | 5865.000 | 2517 | 1.348 | 2623 | 47 | 1.350 | 0.429 | 0 | 0 |
| 2463 | 47 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 5369.000 | 1854 | 0.959 | 1898 | 50 | 0.786 | 0.345 | 0 | 0 |
| 2464 | 56 | M | 3 | Uneducated | Married | $120K + | Blue | 43 | 5 | 1 | 5 | 5188.000 | 753 | 0.591 | 1540 | 30 | 0.429 | 0.145 | 0 | 0 |
| 2465 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 17742.000 | 1463 | 0.803 | 3369 | 55 | 0.774 | 0.082 | 0 | 0 |
| 2466 | 62 | M | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 5 | 1 | 5 | 2591.000 | 0 | 0.601 | 2123 | 56 | 0.697 | 0.000 | 0 | 1 |
| 2467 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 2 | 3 | 2800.000 | 1834 | 0.615 | 1571 | 36 | 0.636 | 0.655 | 0 | 0 |
| 2468 | 57 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 6543.000 | 2260 | 0.448 | 1519 | 31 | 0.632 | 0.345 | 0 | 0 |
| 2469 | 54 | F | 1 | Doctorate | Single | abc | Blue | 36 | 6 | 3 | 4 | 26053.000 | 829 | 0.669 | 2768 | 70 | 0.628 | 0.032 | 0 | 0 |
| 2470 | 33 | F | 3 | College | Single | $40K - $60K | Blue | 26 | 6 | 3 | 5 | 6316.000 | 1344 | 0.823 | 2401 | 71 | 0.732 | 0.213 | 0 | 0 |
| 2471 | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 2 | 4 | 4658.000 | 588 | 0.856 | 1351 | 30 | 1.500 | 0.126 | 0 | 0 |
| 2472 | 30 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 22 | 3 | 3 | 3 | 6476.000 | 0 | 0.551 | 2723 | 66 | 0.650 | 0.000 | 0 | 0 |
| 2473 | 36 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 5 | 8087.000 | 1263 | 0.615 | 2429 | 69 | 0.643 | 0.156 | 0 | 0 |
| 2474 | 60 | M | 2 | Graduate | Married | $60K - $80K | Blue | 50 | 3 | 1 | 2 | 9033.000 | 845 | 0.663 | 1661 | 35 | 0.400 | 0.094 | 0 | 0 |
| 2475 | 46 | F | 4 | High School | Single | Less than $40K | Blue | 28 | 6 | 3 | 4 | 3206.000 | 0 | 1.065 | 3253 | 72 | 0.532 | 0.000 | 0 | 0 |
| 2476 | 55 | M | 1 | Graduate | Married | $80K - $120K | Blue | 49 | 4 | 3 | 3 | 28751.000 | 2158 | 0.536 | 1502 | 34 | 0.789 | 0.075 | 0 | 0 |
| 2477 | 55 | M | 1 | High School | Married | $80K - $120K | Blue | 47 | 3 | 3 | 3 | 2938.000 | 1995 | 0.514 | 1352 | 30 | 0.429 | 0.679 | 0 | 0 |
| 2478 | 31 | M | 0 | Uneducated | Single | Less than $40K | Blue | 25 | 5 | 2 | 2 | 5715.000 | 1741 | 0.816 | 2324 | 67 | 1.030 | 0.305 | 0 | 0 |
| 2479 | 55 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2111.000 | 1209 | 0.594 | 2803 | 61 | 0.605 | 0.573 | 0 | 0 |
| 2480 | 36 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 3 | 2 | 5 | 11862.000 | 2282 | 0.837 | 2576 | 74 | 0.850 | 0.192 | 0 | 0 |
| 2481 | 34 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2791.000 | 2160 | 0.825 | 2214 | 56 | 0.600 | 0.774 | 0 | 0 |
| 2482 | 33 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 6551.000 | 1440 | 0.629 | 2429 | 77 | 0.453 | 0.220 | 0 | 0 |
| 2483 | 30 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 16 | 5 | 3 | 5 | 4533.000 | 1977 | 0.664 | 2679 | 69 | 0.605 | 0.436 | 0 | 0 |
| 2484 | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 0 | 1854.000 | 1528 | 0.444 | 1307 | 39 | 0.393 | 0.824 | 0 | 0 |
| 2485 | 53 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 43 | 6 | 1 | 3 | 6704.000 | 1354 | 0.411 | 1331 | 30 | 0.364 | 0.202 | 0 | 0 |
| 2486 | 59 | M | 0 | Graduate | Single | $80K - $120K | Silver | 36 | 5 | 3 | 3 | 34516.000 | 1494 | 1.229 | 3259 | 65 | 0.585 | 0.043 | 0 | 0 |
| 2487 | 41 | M | 2 | College | Single | $120K + | Blue | 32 | 6 | 3 | 2 | 5489.000 | 1513 | 0.870 | 4085 | 65 | 0.548 | 0.276 | 0 | 0 |
| 2488 | 45 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 10619.000 | 607 | 0.883 | 4074 | 65 | 0.477 | 0.057 | 0 | 0 |
| 2489 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 3 | 2481.000 | 1287 | 0.465 | 1825 | 51 | 0.821 | 0.519 | 0 | 0 |
| 2490 | 57 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 47 | 4 | 4 | 1 | 5100.000 | 1970 | 0.371 | 1032 | 26 | 0.368 | 0.386 | 0 | 1 |
| 2491 | 63 | M | 0 | Doctorate | Single | $40K - $60K | Blue | 49 | 5 | 4 | 3 | 5905.000 | 726 | 0.850 | 3982 | 65 | 0.857 | 0.123 | 0 | 0 |
| 2492 | 35 | F | 3 | NaN | Single | abc | Blue | 30 | 3 | 3 | 2 | 9293.000 | 0 | 0.897 | 2314 | 59 | 1.034 | 0.000 | 0 | 0 |
| 2493 | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 25 | 5 | 3 | 3 | 5240.000 | 1451 | 1.198 | 2172 | 38 | 0.810 | 0.277 | 0 | 0 |
| 2494 | 53 | M | 3 | High School | Married | $120K + | Blue | 40 | 6 | 2 | 5 | 4182.000 | 741 | 0.885 | 1297 | 24 | 1.182 | 0.177 | 0 | 0 |
| 2495 | 33 | F | 4 | College | Divorced | Less than $40K | Blue | 24 | 6 | 2 | 2 | 9857.000 | 0 | 0.699 | 3448 | 103 | 0.635 | 0.000 | 0 | 0 |
| 2496 | 38 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 4 | 20117.000 | 1226 | 1.400 | 2906 | 58 | 1.000 | 0.061 | 0 | 0 |
| 2497 | 31 | M | 0 | High School | Divorced | Less than $40K | Blue | 22 | 3 | 2 | 3 | 6012.000 | 0 | 0.968 | 2801 | 72 | 0.674 | 0.000 | 0 | 0 |
| 2498 | 37 | M | 2 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 2 | 4 | 6369.000 | 0 | 1.454 | 2675 | 47 | 1.136 | 0.000 | 0 | 0 |
| 2499 | 36 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 30 | 4 | 2 | 5 | 13005.000 | 2152 | 1.424 | 3023 | 53 | 0.767 | 0.165 | 0 | 0 |
| 2500 | 39 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 2 | 3 | 1575.000 | 592 | 0.236 | 644 | 15 | 0.154 | 0.376 | 1 | 1 |
| 2501 | 58 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 3 | 6679.000 | 1207 | 0.538 | 1649 | 29 | 0.381 | 0.181 | 0 | 0 |
| 2502 | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 3 | 5 | 6458.000 | 1802 | 0.923 | 2315 | 49 | 0.581 | 0.279 | 0 | 1 |
| 2503 | 61 | M | 0 | NaN | Single | $60K - $80K | Blue | 48 | 3 | 2 | 4 | 20803.000 | 1446 | 0.736 | 2073 | 43 | 0.654 | 0.070 | 0 | 1 |
| 2504 | 34 | M | 4 | NaN | Married | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 5540.000 | 1240 | 0.843 | 1524 | 31 | 0.824 | 0.224 | 0 | 0 |
| 2505 | 55 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 2801.000 | 2403 | 0.884 | 1526 | 44 | 1.000 | 0.858 | 0 | 0 |
| 2506 | 50 | M | 2 | Uneducated | Single | Less than $40K | Blue | 40 | 4 | 3 | 5 | 2419.000 | 2380 | 0.695 | 4099 | 73 | 0.659 | 0.984 | 0 | 0 |
| 2507 | 33 | M | 3 | High School | Single | $40K - $60K | Blue | 24 | 6 | 3 | 3 | 5156.000 | 1427 | 0.480 | 2057 | 54 | 0.421 | 0.277 | 0 | 1 |
| 2508 | 48 | F | 1 | High School | Married | abc | Blue | 36 | 6 | 4 | 4 | 14228.000 | 1953 | 0.651 | 1970 | 51 | 0.645 | 0.137 | 0 | 0 |
| 2509 | 63 | M | 0 | High School | Married | $80K - $120K | Blue | 51 | 3 | 3 | 4 | 10257.000 | 1021 | 0.467 | 1508 | 30 | 0.429 | 0.100 | 0 | 0 |
| 2510 | 54 | M | 3 | High School | Married | $40K - $60K | Blue | 44 | 2 | 1 | 5 | 3032.000 | 0 | 0.949 | 1037 | 14 | 2.500 | 0.000 | 1 | 1 |
| 2511 | 41 | M | 4 | Graduate | NaN | $60K - $80K | Blue | 36 | 2 | 3 | 5 | 1438.300 | 312 | 0.657 | 1786 | 26 | 0.733 | 0.217 | 1 | 1 |
| 2512 | 51 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 45 | 5 | 2 | 4 | 32096.000 | 0 | 0.766 | 2619 | 69 | 0.917 | 0.000 | 0 | 0 |
| 2513 | 54 | F | 2 | Graduate | Married | abc | Blue | 46 | 5 | 3 | 2 | 3014.000 | 794 | 0.500 | 1488 | 30 | 0.579 | 0.263 | 0 | 0 |
| 2514 | 47 | M | 4 | NaN | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 5762.000 | 1890 | 0.938 | 3814 | 88 | 0.660 | 0.328 | 0 | 0 |
| 2515 | 52 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 45 | 5 | 1 | 3 | 2555.000 | 1701 | 1.492 | 3127 | 45 | 1.250 | 0.666 | 0 | 0 |
| 2516 | 34 | M | 5 | Post-Graduate | Single | $80K - $120K | Silver | 28 | 3 | 3 | 2 | 34516.000 | 1731 | 0.605 | 2421 | 63 | 0.575 | 0.050 | 0 | 0 |
| 2517 | 64 | M | 0 | High School | Married | Less than $40K | Blue | 54 | 4 | 3 | 2 | 2140.000 | 1361 | 0.460 | 1280 | 34 | 1.000 | 0.636 | 0 | 0 |
| 2518 | 62 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 43 | 3 | 1 | 1 | 4760.000 | 0 | 0.564 | 1459 | 20 | 0.538 | 0.000 | 0 | 1 |
| 2519 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 27 | 6 | 2 | 5 | 26372.000 | 1365 | 1.394 | 2291 | 56 | 1.000 | 0.052 | 0 | 0 |
| 2520 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 2 | 2 | 8203.000 | 654 | 0.588 | 2910 | 63 | 0.909 | 0.080 | 0 | 0 |
| 2521 | 35 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 24 | 5 | 2 | 3 | 2655.000 | 1527 | 0.715 | 1921 | 26 | 0.444 | 0.575 | 0 | 0 |
| 2522 | 35 | M | 2 | Graduate | Single | $120K + | Blue | 27 | 6 | 2 | 2 | 13655.000 | 1048 | 0.509 | 2383 | 59 | 0.595 | 0.077 | 0 | 0 |
| 2523 | 54 | M | 1 | College | Married | $80K - $120K | Blue | 48 | 6 | 1 | 5 | 12169.000 | 1935 | 0.435 | 1599 | 38 | 0.652 | 0.159 | 0 | 0 |
| 2524 | 35 | F | 3 | NaN | Single | Less than $40K | Blue | 17 | 6 | 1 | 1 | 2956.000 | 1823 | 0.969 | 2144 | 58 | 0.812 | 0.617 | 0 | 0 |
| 2525 | 35 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 18 | 6 | 2 | 3 | 2598.000 | 1645 | 0.765 | 2483 | 59 | 0.903 | 0.633 | 0 | 0 |
| 2526 | 36 | F | 3 | Graduate | Single | abc | Blue | 36 | 5 | 2 | 2 | 10566.000 | 726 | 0.893 | 2156 | 64 | 1.207 | 0.069 | 0 | 0 |
| 2527 | 33 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 8232.000 | 2259 | 1.158 | 2849 | 67 | 1.310 | 0.274 | 0 | 0 |
| 2528 | 53 | M | 1 | Graduate | NaN | $60K - $80K | Silver | 44 | 5 | 2 | 1 | 26365.000 | 680 | 0.498 | 3411 | 68 | 0.789 | 0.026 | 0 | 0 |
| 2529 | 37 | F | 1 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 3 | 0 | 4671.000 | 1933 | 0.986 | 2468 | 58 | 0.706 | 0.414 | 0 | 0 |
| 2530 | 35 | M | 3 | Graduate | Married | $120K + | Blue | 28 | 4 | 3 | 2 | 14869.000 | 0 | 1.624 | 2753 | 48 | 1.087 | 0.000 | 0 | 0 |
| 2531 | 59 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 2300.000 | 1965 | 0.596 | 1693 | 27 | 0.688 | 0.854 | 0 | 0 |
| 2532 | 47 | M | 1 | NaN | NaN | $80K - $120K | Blue | 28 | 6 | 1 | 4 | 2797.000 | 1802 | 0.675 | 3525 | 63 | 0.750 | 0.644 | 0 | 0 |
| 2533 | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 30 | 5 | 2 | 1 | 2657.000 | 2115 | 0.688 | 3580 | 77 | 0.711 | 0.796 | 0 | 0 |
| 2534 | 58 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 46 | 6 | 1 | 3 | 9149.000 | 1806 | 0.350 | 1220 | 36 | 0.333 | 0.197 | 0 | 0 |
| 2535 | 55 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2629.000 | 1476 | 0.537 | 1725 | 41 | 0.414 | 0.561 | 0 | 0 |
| 2536 | 37 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 17 | 6 | 3 | 3 | 3176.000 | 0 | 0.652 | 2298 | 67 | 0.457 | 0.000 | 0 | 0 |
| 2537 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 1 | 0 | 21875.000 | 2517 | 0.409 | 1327 | 31 | 0.409 | 0.115 | 0 | 0 |
| 2538 | 60 | M | 2 | High School | Married | abc | Blue | 41 | 5 | 2 | 4 | 3007.000 | 1664 | 0.340 | 1475 | 31 | 0.632 | 0.553 | 0 | 0 |
| 2539 | 50 | M | 1 | College | Married | $60K - $80K | Blue | 40 | 4 | 2 | 4 | 17404.000 | 1745 | 0.540 | 4491 | 78 | 0.660 | 0.100 | 0 | 0 |
| 2540 | 56 | M | 2 | High School | Married | $60K - $80K | Blue | 51 | 5 | 6 | 3 | 2863.000 | 2517 | 0.583 | 1458 | 39 | 0.696 | 0.879 | 0 | 0 |
| 2541 | 48 | M | 3 | Graduate | Married | $60K - $80K | Gold | 37 | 5 | 1 | 2 | 34516.000 | 2429 | 0.742 | 3205 | 57 | 0.727 | 0.070 | 0 | 0 |
| 2542 | 40 | M | 4 | Graduate | Single | $60K - $80K | Blue | 30 | 4 | 1 | 1 | 13919.000 | 1266 | 0.438 | 3699 | 67 | 0.523 | 0.091 | 0 | 0 |
| 2543 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 39 | 4 | 4 | 3 | 18672.000 | 2517 | 0.799 | 1126 | 35 | 0.591 | 0.135 | 1 | 1 |
| 2544 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 4204.000 | 499 | 0.635 | 4740 | 67 | 0.523 | 0.119 | 0 | 0 |
| 2545 | 61 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 6859.000 | 2489 | 0.650 | 1617 | 26 | 1.000 | 0.363 | 0 | 0 |
| 2546 | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 6 | 3 | 3 | 16050.000 | 1480 | 1.326 | 3215 | 56 | 0.806 | 0.092 | 0 | 0 |
| 2547 | 46 | M | 5 | High School | Married | $120K + | Blue | 32 | 5 | 2 | 2 | 34516.000 | 1024 | 0.720 | 2436 | 71 | 0.651 | 0.030 | 0 | 0 |
| 2548 | 28 | M | 0 | Uneducated | Divorced | abc | Blue | 36 | 3 | 3 | 3 | 16766.000 | 1535 | 1.042 | 3093 | 77 | 0.878 | 0.092 | 0 | 0 |
| 2549 | 49 | M | 5 | NaN | Single | $80K - $120K | Blue | 30 | 3 | 2 | 1 | 20895.000 | 1808 | 0.572 | 3210 | 65 | 0.667 | 0.087 | 0 | 0 |
| 2550 | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 38 | 6 | 3 | 3 | 7881.000 | 2517 | 0.738 | 3068 | 77 | 0.711 | 0.319 | 0 | 0 |
| 2551 | 57 | M | 5 | High School | Married | $80K - $120K | Blue | 50 | 4 | 2 | 3 | 13427.000 | 0 | 0.521 | 1337 | 27 | 0.588 | 0.000 | 0 | 0 |
| 2552 | 37 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 2281.000 | 1677 | 1.027 | 2735 | 58 | 1.071 | 0.735 | 0 | 0 |
| 2553 | 57 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 52 | 6 | 2 | 4 | 10974.000 | 0 | 0.591 | 1327 | 26 | 1.000 | 0.000 | 0 | 0 |
| 2554 | 33 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 1 | 3 | 4 | 8925.000 | 168 | 0.447 | 741 | 10 | 0.429 | 0.019 | 1 | 1 |
| 2555 | 46 | M | 2 | High School | Married | $60K - $80K | Blue | 40 | 4 | 1 | 3 | 5265.000 | 0 | 0.524 | 3281 | 68 | 0.744 | 0.000 | 0 | 0 |
| 2556 | 45 | F | 2 | High School | Divorced | abc | Blue | 36 | 6 | 4 | 3 | 17156.000 | 2517 | 0.717 | 1142 | 33 | 0.320 | 0.147 | 1 | 1 |
| 2557 | 53 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 13457.000 | 1248 | 0.512 | 1548 | 41 | 0.519 | 0.093 | 0 | 0 |
| 2558 | 52 | M | 0 | NaN | Married | $60K - $80K | Blue | 46 | 3 | 2 | 4 | 2742.000 | 2184 | 0.592 | 3829 | 72 | 0.532 | 0.796 | 0 | 0 |
| 2559 | 34 | M | 1 | NaN | Married | $60K - $80K | Blue | 29 | 3 | 2 | 3 | 3890.000 | 2286 | 0.633 | 1889 | 51 | 0.457 | 0.588 | 0 | 0 |
| 2560 | 55 | M | 3 | Graduate | Single | $80K - $120K | Blue | 51 | 6 | 2 | 3 | 17198.000 | 0 | 0.803 | 4042 | 62 | 0.722 | 0.000 | 0 | 0 |
| 2561 | 53 | M | 4 | High School | Married | $120K + | Blue | 41 | 6 | 3 | 4 | 3401.000 | 1713 | 0.773 | 1924 | 54 | 0.317 | 0.504 | 0 | 0 |
| 2562 | 37 | M | 1 | NaN | Married | $60K - $80K | Blue | 19 | 6 | 1 | 2 | 18951.000 | 1243 | 1.148 | 2874 | 58 | 0.657 | 0.066 | 0 | 0 |
| 2563 | 58 | F | 3 | NaN | Single | $40K - $60K | Blue | 52 | 4 | 1 | 1 | 1454.000 | 888 | 1.190 | 3060 | 56 | 0.647 | 0.611 | 0 | 0 |
| 2564 | 33 | M | 3 | High School | Married | $120K + | Blue | 20 | 6 | 3 | 2 | 27499.000 | 1188 | 0.544 | 2202 | 46 | 0.394 | 0.043 | 0 | 1 |
| 2565 | 39 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 3 | 3 | 2 | 32964.000 | 2231 | 1.731 | 3094 | 45 | 1.647 | 0.068 | 0 | 0 |
| 2566 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 28 | 5 | 2 | 1 | 7411.000 | 633 | 0.762 | 2761 | 77 | 0.604 | 0.085 | 0 | 0 |
| 2567 | 32 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 7200.000 | 0 | 0.894 | 3006 | 83 | 0.930 | 0.000 | 0 | 0 |
| 2568 | 26 | F | 1 | Uneducated | Single | abc | Blue | 13 | 6 | 2 | 3 | 12007.000 | 956 | 0.832 | 2678 | 50 | 0.471 | 0.080 | 0 | 0 |
| 2569 | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 50 | 4 | 2 | 2 | 3147.000 | 1602 | 0.569 | 1558 | 23 | 0.643 | 0.509 | 0 | 0 |
| 2570 | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 18 | 6 | 2 | 5 | 5110.000 | 1942 | 0.749 | 3028 | 76 | 0.583 | 0.380 | 0 | 0 |
| 2571 | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 6 | 4 | 5438.000 | 2214 | 0.668 | 5029 | 75 | 0.562 | 0.407 | 0 | 0 |
| 2572 | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 40 | 6 | 1 | 1 | 17450.000 | 2193 | 0.419 | 1426 | 38 | 0.462 | 0.126 | 0 | 0 |
| 2573 | 52 | M | 3 | College | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 18352.000 | 1509 | 0.898 | 1454 | 29 | 1.071 | 0.082 | 0 | 0 |
| 2574 | 34 | M | 2 | Uneducated | Single | $120K + | Blue | 17 | 3 | 1 | 2 | 5030.000 | 2326 | 0.856 | 3345 | 69 | 1.300 | 0.462 | 0 | 0 |
| 2575 | 47 | M | 1 | NaN | Divorced | $80K - $120K | Silver | 38 | 3 | 2 | 3 | 34516.000 | 802 | 0.899 | 1823 | 27 | 0.800 | 0.023 | 0 | 0 |
| 2576 | 26 | M | 0 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 3 | 2 | 1585.000 | 1535 | 0.462 | 2299 | 49 | 0.485 | 0.968 | 0 | 1 |
| 2577 | 54 | M | 1 | High School | Married | $120K + | Blue | 42 | 5 | 3 | 3 | 3251.000 | 1919 | 0.560 | 1406 | 31 | 0.240 | 0.590 | 0 | 0 |
| 2578 | 35 | F | 3 | Uneducated | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 2858.000 | 1251 | 0.576 | 2844 | 73 | 0.622 | 0.438 | 0 | 0 |
| 2579 | 52 | M | 1 | NaN | Married | $80K - $120K | Silver | 36 | 6 | 1 | 0 | 34516.000 | 1847 | 0.527 | 3284 | 65 | 0.477 | 0.054 | 0 | 0 |
| 2580 | 41 | M | 3 | Graduate | Single | $60K - $80K | Blue | 28 | 4 | 1 | 3 | 16443.000 | 1363 | 0.688 | 4252 | 64 | 0.684 | 0.083 | 0 | 0 |
| 2581 | 36 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 32 | 3 | 2 | 3 | 3687.000 | 1655 | 0.742 | 2448 | 63 | 0.500 | 0.449 | 0 | 0 |
| 2582 | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4840.000 | 2517 | 0.445 | 1637 | 22 | 1.000 | 0.520 | 0 | 0 |
| 2583 | 42 | M | 3 | NaN | Single | $120K + | Blue | 36 | 6 | 3 | 2 | 15108.000 | 0 | 1.015 | 3738 | 68 | 0.744 | 0.000 | 0 | 0 |
| 2584 | 54 | M | 1 | College | Married | $60K - $80K | Blue | 37 | 6 | 3 | 2 | 1909.000 | 1753 | 0.788 | 1457 | 24 | 0.600 | 0.918 | 0 | 0 |
| 2585 | 53 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 44 | 5 | 2 | 2 | 19063.000 | 1236 | 0.542 | 3393 | 58 | 0.871 | 0.065 | 0 | 0 |
| 2586 | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 26 | 4 | 2 | 4 | 15982.000 | 1691 | 0.808 | 1687 | 40 | 0.739 | 0.106 | 0 | 0 |
| 2587 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 6 | 2 | 2 | 1438.300 | 0 | 0.660 | 1794 | 45 | 0.875 | 0.000 | 0 | 1 |
| 2588 | 27 | F | 2 | College | Divorced | Less than $40K | Blue | 14 | 4 | 3 | 3 | 2549.000 | 2130 | 0.693 | 2605 | 61 | 0.794 | 0.836 | 0 | 0 |
| 2589 | 58 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 5967.000 | 2350 | 0.543 | 1426 | 29 | 0.812 | 0.394 | 0 | 0 |
| 2590 | 59 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 53 | 5 | 1 | 3 | 2182.000 | 1558 | 0.457 | 1660 | 34 | 0.789 | 0.714 | 0 | 0 |
| 2591 | 63 | F | 2 | Graduate | Married | Less than $40K | Blue | 52 | 5 | 2 | 3 | 2689.000 | 2101 | 0.416 | 1188 | 35 | 0.750 | 0.781 | 0 | 0 |
| 2592 | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 51 | 6 | 2 | 4 | 30622.000 | 0 | 1.329 | 3600 | 66 | 0.784 | 0.000 | 0 | 0 |
| 2593 | 56 | F | 0 | High School | Married | abc | Blue | 48 | 4 | 1 | 2 | 4203.000 | 1965 | 0.441 | 1425 | 32 | 0.778 | 0.468 | 0 | 0 |
| 2594 | 42 | F | 3 | NaN | Single | Less than $40K | Blue | 37 | 6 | 1 | 3 | 6453.000 | 0 | 0.760 | 4822 | 74 | 0.609 | 0.000 | 0 | 0 |
| 2595 | 29 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 1 | 2 | 3318.000 | 927 | 0.934 | 3011 | 83 | 0.804 | 0.279 | 0 | 0 |
| 2596 | 44 | M | 2 | NaN | NaN | $60K - $80K | Blue | 39 | 5 | 3 | 3 | 22075.000 | 1506 | 0.794 | 2337 | 40 | 0.818 | 0.068 | 0 | 1 |
| 2597 | 33 | M | 1 | College | Married | $40K - $60K | Blue | 14 | 3 | 2 | 2 | 6746.000 | 1750 | 0.962 | 2962 | 54 | 0.862 | 0.259 | 0 | 0 |
| 2598 | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 4408.000 | 1463 | 0.728 | 2001 | 49 | 0.485 | 0.332 | 0 | 0 |
| 2599 | 33 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 4838.000 | 1338 | 0.707 | 2641 | 67 | 0.595 | 0.277 | 0 | 0 |
| 2600 | 46 | M | 4 | Graduate | Single | $80K - $120K | Silver | 40 | 5 | 1 | 4 | 34516.000 | 0 | 0.938 | 3568 | 57 | 0.676 | 0.000 | 0 | 0 |
| 2601 | 27 | M | 0 | NaN | Married | $40K - $60K | Blue | 14 | 4 | 1 | 4 | 3823.000 | 2130 | 0.371 | 2026 | 49 | 0.441 | 0.557 | 0 | 0 |
| 2602 | 42 | M | 3 | College | NaN | $120K + | Blue | 36 | 3 | 2 | 1 | 21670.000 | 2183 | 0.995 | 4121 | 81 | 0.761 | 0.101 | 0 | 0 |
| 2603 | 53 | M | 2 | Graduate | Married | $60K - $80K | Blue | 38 | 6 | 3 | 2 | 7928.000 | 1228 | 0.632 | 1537 | 37 | 0.682 | 0.155 | 0 | 0 |
| 2604 | 50 | M | 3 | Graduate | Single | $120K + | Blue | 42 | 3 | 1 | 3 | 33996.000 | 949 | 0.846 | 3569 | 77 | 0.571 | 0.028 | 0 | 0 |
| 2605 | 48 | F | 5 | College | Divorced | $40K - $60K | Blue | 40 | 3 | 1 | 1 | 4365.000 | 0 | 0.598 | 3542 | 57 | 1.111 | 0.000 | 0 | 0 |
| 2606 | 57 | M | 2 | High School | Single | $60K - $80K | Blue | 47 | 6 | 3 | 4 | 2248.000 | 0 | 0.735 | 4439 | 77 | 0.540 | 0.000 | 0 | 0 |
| 2607 | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 4 | 1 | 1 | 1901.000 | 1176 | 0.612 | 2450 | 52 | 0.857 | 0.619 | 0 | 1 |
| 2608 | 55 | M | 2 | College | Single | $80K - $120K | Silver | 45 | 3 | 1 | 4 | 34516.000 | 1433 | 0.728 | 1966 | 31 | 0.550 | 0.042 | 0 | 1 |
| 2609 | 58 | M | 2 | Graduate | Married | $120K + | Blue | 54 | 6 | 2 | 4 | 31680.000 | 1812 | 0.483 | 1121 | 25 | 0.562 | 0.057 | 0 | 0 |
| 2610 | 55 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 2 | 3 | 1872.000 | 1167 | 0.517 | 2238 | 45 | 0.607 | 0.623 | 0 | 0 |
| 2611 | 48 | F | 2 | Uneducated | NaN | Less than $40K | Blue | 42 | 3 | 2 | 2 | 2055.000 | 0 | 1.064 | 3656 | 63 | 0.750 | 0.000 | 0 | 0 |
| 2612 | 45 | M | 2 | College | Divorced | $40K - $60K | Blue | 37 | 5 | 1 | 2 | 10991.000 | 1328 | 1.027 | 3692 | 60 | 0.714 | 0.121 | 0 | 0 |
| 2613 | 59 | M | 0 | Uneducated | Married | Less than $40K | Blue | 46 | 6 | 1 | 2 | 3939.000 | 2517 | 0.376 | 1489 | 34 | 0.545 | 0.639 | 0 | 0 |
| 2614 | 53 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 40 | 5 | 1 | 4 | 2127.000 | 1995 | 0.374 | 1363 | 37 | 0.370 | 0.938 | 0 | 0 |
| 2615 | 47 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 3 | 3 | 2 | 34010.000 | 1340 | 0.744 | 1739 | 39 | 0.500 | 0.039 | 0 | 1 |
| 2616 | 43 | F | 3 | NaN | Married | abc | Blue | 36 | 4 | 2 | 1 | 6971.000 | 1506 | 0.570 | 3575 | 67 | 0.675 | 0.216 | 0 | 0 |
| 2617 | 33 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 15 | 6 | 2 | 0 | 1741.000 | 1328 | 0.690 | 2629 | 61 | 0.649 | 0.763 | 0 | 0 |
| 2618 | 49 | F | 2 | Post-Graduate | Single | abc | Blue | 36 | 3 | 3 | 2 | 24904.000 | 0 | 0.636 | 5176 | 71 | 0.479 | 0.000 | 0 | 0 |
| 2619 | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 5 | 5 | 1438.300 | 0 | 0.647 | 1603 | 39 | 0.444 | 0.000 | 1 | 1 |
| 2620 | 65 | M | 0 | High School | Married | Less than $40K | Blue | 56 | 6 | 3 | 1 | 2621.000 | 1858 | 0.987 | 2148 | 47 | 1.043 | 0.709 | 0 | 0 |
| 2621 | 49 | F | 5 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 2 | 1 | 11115.000 | 1292 | 0.797 | 3956 | 74 | 0.609 | 0.116 | 0 | 0 |
| 2622 | 47 | M | 5 | NaN | Single | $80K - $120K | Blue | 39 | 6 | 2 | 3 | 13241.000 | 0 | 1.002 | 3157 | 76 | 0.551 | 0.000 | 0 | 0 |
| 2623 | 51 | M | 4 | High School | Married | $80K - $120K | Blue | 42 | 6 | 1 | 2 | 14438.000 | 2517 | 0.853 | 2090 | 47 | 0.880 | 0.174 | 0 | 0 |
| 2624 | 36 | M | 3 | High School | Single | $80K - $120K | Blue | 31 | 6 | 1 | 1 | 5228.000 | 1443 | 0.934 | 2683 | 62 | 0.938 | 0.276 | 0 | 0 |
| 2625 | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 4 | 5550.000 | 1518 | 1.182 | 2540 | 62 | 0.771 | 0.274 | 0 | 0 |
| 2626 | 46 | M | 1 | Graduate | NaN | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1438.300 | 890 | 1.143 | 2928 | 48 | 1.400 | 0.619 | 0 | 0 |
| 2627 | 62 | F | 0 | NaN | Married | Less than $40K | Blue | 55 | 3 | 1 | 0 | 2064.000 | 1282 | 0.455 | 1475 | 27 | 0.929 | 0.621 | 0 | 0 |
| 2628 | 30 | F | 1 | College | Single | Less than $40K | Blue | 24 | 4 | 3 | 0 | 3450.000 | 2517 | 0.652 | 2545 | 64 | 0.778 | 0.730 | 0 | 0 |
| 2629 | 46 | M | 4 | Graduate | Married | $120K + | Silver | 36 | 4 | 1 | 3 | 34516.000 | 1380 | 0.660 | 2163 | 56 | 0.400 | 0.040 | 0 | 0 |
| 2630 | 41 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 30030.000 | 2028 | 0.601 | 1828 | 38 | 1.111 | 0.068 | 0 | 0 |
| 2631 | 50 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 45 | 5 | 3 | 3 | 2151.000 | 1163 | 0.849 | 2513 | 62 | 0.590 | 0.541 | 0 | 0 |
| 2632 | 53 | M | 2 | NaN | Married | $80K - $120K | Blue | 44 | 4 | 1 | 3 | 7181.000 | 2517 | 0.545 | 1636 | 39 | 0.560 | 0.351 | 0 | 0 |
| 2633 | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 44 | 3 | 3 | 3 | 27745.000 | 1300 | 0.482 | 1525 | 21 | 0.500 | 0.047 | 0 | 0 |
| 2634 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 4852.000 | 2016 | 0.576 | 3561 | 73 | 0.622 | 0.415 | 0 | 0 |
| 2635 | 56 | M | 1 | Graduate | Married | $60K - $80K | Blue | 50 | 6 | 3 | 3 | 6735.000 | 2289 | 0.661 | 1249 | 28 | 0.750 | 0.340 | 0 | 0 |
| 2636 | 63 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 4 | 1 | 2 | 6128.000 | 1895 | 0.583 | 1700 | 42 | 0.355 | 0.309 | 0 | 0 |
| 2637 | 41 | M | 4 | High School | NaN | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 23124.000 | 1746 | 0.807 | 1959 | 50 | 0.724 | 0.076 | 0 | 0 |
| 2638 | 34 | M | 2 | NaN | Married | $40K - $60K | Blue | 29 | 3 | 2 | 2 | 3436.000 | 1650 | 0.788 | 1972 | 37 | 0.947 | 0.480 | 0 | 0 |
| 2639 | 35 | M | 0 | NaN | Married | $120K + | Blue | 36 | 5 | 2 | 1 | 3176.000 | 1510 | 0.885 | 2074 | 48 | 0.920 | 0.475 | 0 | 0 |
| 2640 | 44 | M | 4 | College | NaN | $120K + | Blue | 34 | 5 | 3 | 3 | 8874.000 | 1590 | 0.698 | 1849 | 56 | 0.647 | 0.179 | 0 | 0 |
| 2641 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 1 | 0 | 3402.000 | 1813 | 0.653 | 1767 | 28 | 0.647 | 0.533 | 0 | 0 |
| 2642 | 52 | M | 1 | Graduate | Married | $80K - $120K | Blue | 43 | 6 | 1 | 1 | 2689.000 | 2077 | 0.378 | 1356 | 33 | 0.435 | 0.772 | 0 | 0 |
| 2643 | 54 | M | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1556.000 | 1278 | 0.460 | 1615 | 35 | 0.591 | 0.821 | 0 | 0 |
| 2644 | 58 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 7372.000 | 1210 | 0.946 | 1707 | 56 | 0.514 | 0.164 | 0 | 0 |
| 2645 | 26 | M | 0 | College | NaN | Less than $40K | Blue | 13 | 6 | 1 | 2 | 5713.000 | 789 | 0.678 | 3323 | 61 | 0.525 | 0.138 | 0 | 0 |
| 2646 | 27 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 22 | 4 | 1 | 3 | 2965.000 | 1635 | 0.700 | 2553 | 59 | 0.553 | 0.551 | 0 | 0 |
| 2647 | 33 | M | 1 | NaN | Married | $80K - $120K | Blue | 26 | 3 | 2 | 2 | 9819.000 | 1200 | 0.602 | 2198 | 40 | 0.538 | 0.122 | 0 | 1 |
| 2648 | 32 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 14 | 4 | 3 | 3 | 8186.000 | 0 | 0.737 | 2411 | 67 | 0.426 | 0.000 | 0 | 0 |
| 2649 | 58 | F | 1 | College | Married | Less than $40K | Blue | 49 | 3 | 3 | 2 | 3846.000 | 1285 | 0.608 | 1815 | 47 | 0.621 | 0.334 | 0 | 0 |
| 2650 | 45 | F | 4 | Uneducated | NaN | Less than $40K | Silver | 30 | 5 | 2 | 2 | 13131.000 | 1965 | 0.695 | 1795 | 37 | 0.480 | 0.150 | 0 | 0 |
| 2651 | 48 | F | 3 | High School | Single | Less than $40K | Blue | 28 | 4 | 2 | 1 | 2944.000 | 753 | 0.707 | 3457 | 61 | 0.848 | 0.256 | 0 | 0 |
| 2652 | 38 | M | 2 | Post-Graduate | Single | $60K - $80K | Silver | 36 | 3 | 3 | 4 | 34516.000 | 1954 | 0.436 | 1872 | 52 | 0.486 | 0.057 | 0 | 1 |
| 2653 | 54 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 6 | 3 | 4 | 5660.000 | 2006 | 0.779 | 1569 | 39 | 0.773 | 0.354 | 0 | 0 |
| 2654 | 40 | F | 1 | Graduate | NaN | Less than $40K | Blue | 30 | 5 | 1 | 1 | 7554.000 | 1848 | 0.767 | 4150 | 64 | 0.524 | 0.245 | 0 | 0 |
| 2655 | 35 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 4 | 2494.000 | 1316 | 1.486 | 2946 | 57 | 1.036 | 0.528 | 0 | 0 |
| 2656 | 31 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 25215.000 | 1445 | 1.033 | 2588 | 48 | 1.000 | 0.057 | 0 | 0 |
| 2657 | 40 | F | 4 | College | Married | $40K - $60K | Blue | 24 | 5 | 3 | 2 | 2606.000 | 1818 | 0.703 | 1999 | 50 | 1.174 | 0.698 | 0 | 0 |
| 2658 | 52 | M | 0 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 3 | 3 | 8133.000 | 1942 | 0.572 | 3310 | 76 | 0.583 | 0.239 | 0 | 0 |
| 2659 | 57 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 3101.000 | 1257 | 0.416 | 1681 | 32 | 0.524 | 0.405 | 0 | 0 |
| 2660 | 48 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 29 | 6 | 2 | 3 | 24446.000 | 1854 | 0.782 | 3897 | 75 | 0.786 | 0.076 | 0 | 0 |
| 2661 | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 39 | 5 | 3 | 2 | 2361.000 | 1342 | 0.600 | 4316 | 78 | 0.529 | 0.568 | 0 | 0 |
| 2662 | 40 | M | 4 | High School | Single | $40K - $60K | Blue | 32 | 6 | 4 | 2 | 2441.000 | 1656 | 0.762 | 3903 | 62 | 0.824 | 0.678 | 0 | 0 |
| 2663 | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 2 | 8532.000 | 2165 | 0.707 | 3242 | 63 | 0.750 | 0.254 | 0 | 0 |
| 2664 | 41 | M | 3 | NaN | Married | $80K - $120K | Blue | 37 | 5 | 3 | 3 | 16954.000 | 1588 | 0.878 | 3411 | 60 | 0.875 | 0.094 | 0 | 0 |
| 2665 | 36 | M | 2 | Graduate | Single | $80K - $120K | Blue | 17 | 4 | 3 | 1 | 2900.000 | 2029 | 0.846 | 2631 | 72 | 0.600 | 0.700 | 0 | 0 |
| 2666 | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 6827.000 | 0 | 0.754 | 2621 | 49 | 0.815 | 0.000 | 0 | 0 |
| 2667 | 44 | F | 3 | College | Divorced | $40K - $60K | Blue | 34 | 5 | 2 | 5 | 4513.000 | 1950 | 0.830 | 3164 | 62 | 0.590 | 0.432 | 0 | 0 |
| 2668 | 52 | M | 2 | College | Married | $120K + | Blue | 47 | 3 | 3 | 2 | 27347.000 | 719 | 0.695 | 4040 | 77 | 0.674 | 0.026 | 0 | 0 |
| 2669 | 42 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1676.000 | 1372 | 0.522 | 4381 | 77 | 0.571 | 0.819 | 0 | 0 |
| 2670 | 62 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 6 | 6 | 4 | 2802.000 | 1977 | 0.431 | 1757 | 33 | 0.833 | 0.706 | 0 | 0 |
| 2671 | 49 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 3 | 0 | 4 | 23870.000 | 0 | 0.604 | 1885 | 39 | 0.345 | 0.000 | 1 | 1 |
| 2672 | 30 | F | 0 | Graduate | Single | Less than $40K | Blue | 17 | 3 | 2 | 1 | 4868.000 | 1090 | 0.679 | 2907 | 69 | 0.816 | 0.224 | 0 | 0 |
| 2673 | 50 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 45 | 5 | 3 | 5 | 20437.000 | 1020 | 0.563 | 4166 | 66 | 0.737 | 0.050 | 0 | 0 |
| 2674 | 32 | M | 2 | High School | Divorced | $60K - $80K | Blue | 26 | 6 | 1 | 4 | 2239.000 | 1338 | 0.567 | 2466 | 60 | 0.579 | 0.598 | 0 | 0 |
| 2675 | 32 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 3 | 3 | 2428.000 | 1027 | 0.824 | 3007 | 84 | 0.867 | 0.423 | 0 | 0 |
| 2676 | 49 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 44 | 3 | 1 | 5 | 15027.000 | 0 | 0.811 | 3533 | 59 | 0.788 | 0.000 | 0 | 0 |
| 2677 | 37 | M | 2 | Doctorate | Single | $120K + | Blue | 32 | 3 | 3 | 5 | 32056.000 | 1887 | 0.831 | 2730 | 68 | 0.700 | 0.059 | 0 | 0 |
| 2678 | 42 | F | 3 | College | Single | abc | Silver | 31 | 3 | 2 | 2 | 34516.000 | 919 | 0.919 | 3415 | 79 | 0.756 | 0.027 | 0 | 0 |
| 2679 | 36 | M | 2 | NaN | Single | $80K - $120K | Blue | 29 | 3 | 3 | 5 | 5346.000 | 1539 | 0.777 | 2283 | 51 | 0.889 | 0.288 | 0 | 0 |
| 2680 | 52 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 1 | 4 | 5 | 2143.000 | 0 | 0.853 | 1353 | 36 | 0.333 | 0.000 | 1 | 1 |
| 2681 | 48 | M | 3 | Uneducated | Single | $60K - $80K | Gold | 40 | 5 | 2 | 5 | 34516.000 | 2317 | 0.699 | 3927 | 68 | 0.700 | 0.067 | 0 | 0 |
| 2682 | 29 | M | 1 | NaN | Single | $60K - $80K | Blue | 19 | 3 | 1 | 2 | 23507.000 | 1990 | 0.631 | 2650 | 65 | 0.912 | 0.085 | 0 | 0 |
| 2683 | 33 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 1864.000 | 1081 | 1.416 | 2607 | 44 | 1.750 | 0.580 | 0 | 0 |
| 2684 | 36 | M | 2 | College | Single | $60K - $80K | Blue | 24 | 5 | 2 | 5 | 23032.000 | 840 | 0.739 | 2787 | 73 | 0.698 | 0.036 | 0 | 0 |
| 2685 | 36 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 4277.000 | 1578 | 0.840 | 1855 | 49 | 1.042 | 0.369 | 0 | 0 |
| 2686 | 56 | F | 2 | High School | Married | $40K - $60K | Blue | 41 | 5 | 3 | 2 | 2771.000 | 1446 | 0.686 | 1706 | 27 | 0.227 | 0.522 | 0 | 0 |
| 2687 | 28 | M | 1 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2265.000 | 1935 | 0.653 | 2306 | 61 | 0.525 | 0.854 | 0 | 0 |
| 2688 | 31 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 19 | 6 | 2 | 0 | 2853.000 | 1961 | 0.866 | 2697 | 68 | 0.789 | 0.687 | 0 | 0 |
| 2689 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 5 | 3 | 5 | 3075.000 | 2517 | 0.922 | 3534 | 53 | 0.710 | 0.819 | 0 | 1 |
| 2690 | 51 | F | 3 | High School | Married | abc | Blue | 31 | 5 | 1 | 5 | 15340.000 | 2331 | 0.565 | 2965 | 51 | 0.594 | 0.152 | 0 | 1 |
| 2691 | 55 | M | 3 | Graduate | Single | $40K - $60K | Blue | 35 | 4 | 1 | 4 | 3065.000 | 0 | 0.716 | 3524 | 69 | 0.605 | 0.000 | 0 | 0 |
| 2692 | 34 | F | 2 | Doctorate | Single | Less than $40K | Blue | 28 | 3 | 3 | 2 | 1438.300 | 0 | 0.892 | 3044 | 91 | 0.896 | 0.000 | 0 | 0 |
| 2693 | 61 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 4 | 3 | 5 | 7118.000 | 813 | 0.475 | 3964 | 66 | 0.650 | 0.114 | 0 | 0 |
| 2694 | 37 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 11419.000 | 2517 | 1.211 | 3000 | 70 | 1.059 | 0.220 | 0 | 0 |
| 2695 | 46 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 6 | 2 | 5 | 2403.000 | 0 | 0.727 | 3393 | 64 | 0.882 | 0.000 | 0 | 0 |
| 2696 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 32 | 4 | 3 | 2 | 2821.000 | 951 | 0.577 | 1452 | 38 | 1.923 | 0.337 | 0 | 0 |
| 2697 | 54 | M | 1 | Graduate | Married | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 2706.000 | 2517 | 0.506 | 1682 | 39 | 0.625 | 0.930 | 0 | 0 |
| 2698 | 50 | F | 3 | NaN | Single | Less than $40K | Blue | 43 | 6 | 1 | 4 | 2999.000 | 1958 | 0.611 | 2073 | 48 | 0.714 | 0.653 | 0 | 1 |
| 2699 | 36 | F | 4 | High School | Single | Less than $40K | Blue | 28 | 5 | 1 | 2 | 2226.000 | 1607 | 0.656 | 2660 | 62 | 1.000 | 0.722 | 0 | 0 |
| 2700 | 37 | M | 5 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 3 | 4 | 3351.000 | 1847 | 0.670 | 1910 | 43 | 0.593 | 0.551 | 0 | 0 |
| 2701 | 47 | M | 4 | College | Divorced | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 5570.000 | 1858 | 0.783 | 4129 | 72 | 0.636 | 0.334 | 0 | 0 |
| 2702 | 54 | M | 3 | NaN | Married | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 10448.000 | 1569 | 0.482 | 1604 | 39 | 0.444 | 0.150 | 0 | 0 |
| 2703 | 64 | F | 0 | High School | Married | Less than $40K | Blue | 56 | 6 | 2 | 2 | 2174.000 | 1397 | 0.620 | 1755 | 39 | 0.500 | 0.643 | 0 | 0 |
| 2704 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 31501.000 | 0 | 0.698 | 3742 | 75 | 0.786 | 0.000 | 0 | 0 |
| 2705 | 35 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 21695.000 | 1257 | 0.793 | 2266 | 74 | 0.480 | 0.058 | 0 | 0 |
| 2706 | 49 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 3 | 1 | 1 | 34516.000 | 2435 | 0.732 | 1805 | 34 | 0.619 | 0.071 | 0 | 0 |
| 2707 | 42 | M | 5 | NaN | Married | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 13650.000 | 1253 | 0.743 | 1703 | 53 | 0.710 | 0.092 | 0 | 0 |
| 2708 | 49 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 16156.000 | 2517 | 0.804 | 4160 | 81 | 0.653 | 0.156 | 0 | 0 |
| 2709 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 2 | 4 | 2413.000 | 2015 | 0.470 | 1398 | 24 | 0.714 | 0.835 | 0 | 0 |
| 2710 | 56 | M | 2 | High School | Married | $80K - $120K | Blue | 45 | 3 | 2 | 3 | 5920.000 | 1589 | 0.512 | 1408 | 28 | 0.273 | 0.268 | 0 | 0 |
| 2711 | 41 | M | 3 | College | Single | $60K - $80K | Blue | 28 | 6 | 3 | 0 | 5841.000 | 2463 | 1.047 | 3817 | 81 | 0.761 | 0.422 | 0 | 0 |
| 2712 | 37 | M | 3 | High School | Single | $60K - $80K | Blue | 36 | 3 | 1 | 5 | 8418.000 | 2051 | 0.847 | 2879 | 63 | 0.703 | 0.244 | 0 | 0 |
| 2713 | 30 | M | 0 | High School | Married | Less than $40K | Blue | 21 | 5 | 4 | 3 | 2490.000 | 1259 | 1.079 | 2441 | 53 | 0.514 | 0.506 | 0 | 0 |
| 2714 | 45 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 35 | 3 | 3 | 2 | 20640.000 | 1603 | 0.532 | 1792 | 53 | 0.395 | 0.078 | 0 | 0 |
| 2715 | 54 | M | 1 | High School | Married | $60K - $80K | Blue | 37 | 5 | 1 | 1 | 9453.000 | 2188 | 0.572 | 1688 | 45 | 0.452 | 0.231 | 0 | 0 |
| 2716 | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 4 | 2 | 4 | 7949.000 | 1514 | 0.857 | 3355 | 58 | 0.657 | 0.190 | 0 | 0 |
| 2717 | 36 | F | 4 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2758.000 | 2168 | 1.046 | 3073 | 86 | 0.792 | 0.786 | 0 | 0 |
| 2718 | 48 | M | 2 | Doctorate | Single | $120K + | Blue | 41 | 5 | 2 | 1 | 20148.000 | 1084 | 0.790 | 3921 | 74 | 0.542 | 0.054 | 0 | 0 |
| 2719 | 59 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1438.300 | 0 | 0.691 | 1904 | 47 | 0.382 | 0.000 | 0 | 1 |
| 2720 | 60 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 51 | 6 | 3 | 4 | 26566.000 | 2517 | 0.985 | 3103 | 65 | 0.625 | 0.095 | 0 | 0 |
| 2721 | 44 | M | 5 | Graduate | Single | $60K - $80K | Blue | 34 | 3 | 3 | 5 | 13477.000 | 2057 | 0.684 | 3866 | 67 | 0.634 | 0.153 | 0 | 0 |
| 2722 | 65 | M | 0 | College | Divorced | Less than $40K | Blue | 42 | 5 | 3 | 2 | 9706.000 | 1968 | 1.022 | 3435 | 58 | 0.706 | 0.203 | 0 | 0 |
| 2723 | 46 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 2 | 4 | 7457.000 | 0 | 0.717 | 3162 | 64 | 0.730 | 0.000 | 0 | 0 |
| 2724 | 48 | M | 4 | Graduate | Married | $80K - $120K | Silver | 40 | 6 | 2 | 5 | 34516.000 | 807 | 0.967 | 3937 | 80 | 1.051 | 0.023 | 0 | 0 |
| 2725 | 53 | M | 3 | High School | Married | $120K + | Blue | 47 | 5 | 1 | 3 | 19081.000 | 2431 | 0.370 | 1536 | 31 | 0.476 | 0.127 | 0 | 0 |
| 2726 | 53 | F | 3 | Uneducated | Married | abc | Blue | 36 | 6 | 2 | 2 | 2447.000 | 1558 | 0.511 | 1716 | 38 | 0.462 | 0.637 | 0 | 0 |
| 2727 | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 28830.000 | 0 | 0.786 | 3533 | 57 | 0.966 | 0.000 | 0 | 0 |
| 2728 | 37 | F | 4 | High School | Divorced | $40K - $60K | Blue | 22 | 5 | 1 | 3 | 2563.000 | 1638 | 0.681 | 2064 | 46 | 0.917 | 0.639 | 0 | 0 |
| 2729 | 29 | F | 0 | High School | Single | Less than $40K | Blue | 13 | 6 | 3 | 5 | 5240.000 | 1608 | 1.243 | 2712 | 64 | 0.778 | 0.307 | 0 | 0 |
| 2730 | 49 | F | 2 | Doctorate | Married | Less than $40K | Blue | 44 | 4 | 3 | 0 | 3397.000 | 1962 | 0.483 | 3295 | 66 | 0.610 | 0.578 | 0 | 0 |
| 2731 | 47 | M | 3 | Doctorate | Single | Less than $40K | Blue | 35 | 4 | 3 | 2 | 1842.000 | 0 | 0.726 | 4165 | 67 | 0.634 | 0.000 | 0 | 0 |
| 2732 | 53 | F | 1 | NaN | Married | Less than $40K | Blue | 40 | 4 | 2 | 4 | 2383.000 | 1938 | 0.597 | 1616 | 37 | 0.682 | 0.813 | 0 | 0 |
| 2733 | 33 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 21 | 5 | 3 | 3 | 20791.000 | 0 | 0.744 | 2883 | 93 | 0.755 | 0.000 | 0 | 0 |
| 2734 | 34 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 27 | 5 | 2 | 4 | 19900.000 | 1581 | 0.838 | 3948 | 96 | 0.846 | 0.079 | 0 | 0 |
| 2735 | 28 | F | 0 | Graduate | Single | abc | Silver | 15 | 3 | 3 | 3 | 32024.000 | 1232 | 1.040 | 2507 | 64 | 0.882 | 0.038 | 0 | 0 |
| 2736 | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 2 | 3 | 3701.000 | 969 | 1.079 | 3222 | 86 | 0.623 | 0.262 | 0 | 0 |
| 2737 | 30 | F | 2 | Graduate | Single | Less than $40K | Blue | 18 | 3 | 1 | 4 | 4199.000 | 1903 | 1.059 | 3016 | 67 | 0.763 | 0.453 | 0 | 0 |
| 2738 | 34 | M | 3 | High School | Single | $40K - $60K | Blue | 21 | 4 | 1 | 3 | 4353.000 | 1655 | 0.806 | 2664 | 81 | 0.884 | 0.380 | 0 | 0 |
| 2739 | 38 | F | 4 | College | Married | $40K - $60K | Blue | 36 | 4 | 4 | 4 | 4913.000 | 2517 | 0.348 | 899 | 28 | 0.273 | 0.512 | 1 | 1 |
| 2740 | 39 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 22 | 3 | 3 | 1 | 5454.000 | 1108 | 1.021 | 2674 | 67 | 0.675 | 0.203 | 0 | 0 |
| 2741 | 32 | F | 0 | Graduate | Married | abc | Blue | 26 | 3 | 3 | 2 | 2172.000 | 1381 | 1.145 | 2945 | 69 | 0.408 | 0.636 | 0 | 0 |
| 2742 | 36 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 26 | 4 | 3 | 2 | 2845.000 | 2517 | 0.686 | 2396 | 51 | 0.500 | 0.885 | 0 | 1 |
| 2743 | 37 | F | 3 | High School | Single | abc | Blue | 28 | 3 | 1 | 4 | 18570.000 | 1524 | 1.385 | 3999 | 96 | 0.846 | 0.082 | 0 | 0 |
| 2744 | 45 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 33 | 5 | 2 | 4 | 25907.000 | 745 | 0.607 | 2058 | 56 | 0.806 | 0.029 | 0 | 0 |
| 2745 | 38 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 5 | 3 | 2 | 2206.000 | 2018 | 0.648 | 1739 | 35 | 0.667 | 0.915 | 0 | 0 |
| 2746 | 31 | M | 0 | Graduate | Single | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 12050.000 | 1732 | 0.804 | 2015 | 46 | 0.704 | 0.144 | 0 | 0 |
| 2747 | 65 | M | 0 | High School | NaN | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2107.000 | 1008 | 0.953 | 3913 | 67 | 0.523 | 0.478 | 0 | 0 |
| 2748 | 63 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2107.000 | 1351 | 0.521 | 1320 | 35 | 0.522 | 0.641 | 0 | 0 |
| 2749 | 65 | M | 1 | Graduate | Married | Less than $40K | Blue | 56 | 3 | 2 | 5 | 3539.000 | 2517 | 0.346 | 1463 | 31 | 0.632 | 0.711 | 0 | 0 |
| 2750 | 43 | F | 3 | College | Married | abc | Blue | 36 | 3 | 3 | 4 | 27175.000 | 775 | 0.543 | 3814 | 72 | 0.800 | 0.029 | 0 | 0 |
| 2751 | 51 | M | 1 | Graduate | Married | $40K - $60K | Silver | 36 | 6 | 2 | 2 | 17905.000 | 980 | 0.731 | 4399 | 64 | 0.778 | 0.055 | 0 | 0 |
| 2752 | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 3 | 1 | 3 | 4940.000 | 1199 | 1.570 | 3246 | 57 | 0.900 | 0.243 | 0 | 0 |
| 2753 | 55 | F | 1 | Graduate | Married | abc | Blue | 43 | 5 | 4 | 2 | 3161.000 | 1389 | 0.307 | 1547 | 30 | 0.429 | 0.439 | 0 | 0 |
| 2754 | 27 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 2464.000 | 0 | 0.502 | 2636 | 50 | 0.429 | 0.000 | 0 | 0 |
| 2755 | 34 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3203.000 | 2229 | 1.146 | 2625 | 52 | 0.625 | 0.696 | 0 | 0 |
| 2756 | 32 | F | 1 | College | Divorced | Less than $40K | Blue | 36 | 3 | 5 | 4 | 1835.000 | 1017 | 0.820 | 2801 | 79 | 0.519 | 0.554 | 0 | 0 |
| 2757 | 49 | F | 5 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 1993.000 | 0 | 0.539 | 4075 | 76 | 0.689 | 0.000 | 0 | 0 |
| 2758 | 39 | M | 2 | NaN | Married | $80K - $120K | Blue | 27 | 3 | 3 | 2 | 34516.000 | 1629 | 1.078 | 3448 | 53 | 1.038 | 0.047 | 0 | 0 |
| 2759 | 27 | M | 0 | Post-Graduate | Single | abc | Blue | 22 | 5 | 2 | 2 | 7130.000 | 873 | 0.530 | 2498 | 37 | 0.321 | 0.122 | 0 | 1 |
| 2760 | 30 | M | 1 | Uneducated | Divorced | abc | Blue | 22 | 5 | 3 | 4 | 12539.000 | 910 | 0.856 | 2643 | 72 | 0.674 | 0.073 | 0 | 0 |
| 2761 | 39 | M | 4 | High School | Married | $80K - $120K | Blue | 25 | 6 | 2 | 3 | 8208.000 | 0 | 1.568 | 3135 | 39 | 1.167 | 0.000 | 0 | 0 |
| 2762 | 42 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 32 | 4 | 2 | 2 | 26222.000 | 1073 | 1.288 | 1988 | 30 | 0.579 | 0.041 | 0 | 0 |
| 2763 | 55 | M | 4 | College | Divorced | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 34173.000 | 1194 | 1.056 | 3731 | 69 | 0.816 | 0.035 | 0 | 0 |
| 2764 | 57 | F | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 5 | 1 | 2 | 3377.000 | 1720 | 0.491 | 1621 | 32 | 0.391 | 0.509 | 0 | 0 |
| 2765 | 53 | M | 2 | Graduate | Married | $120K + | Blue | 43 | 6 | 3 | 2 | 5882.000 | 2335 | 0.579 | 1380 | 30 | 0.667 | 0.397 | 0 | 0 |
| 2766 | 51 | M | 0 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 3 | 2 | 7158.000 | 0 | 0.904 | 2113 | 60 | 0.875 | 0.000 | 0 | 0 |
| 2767 | 47 | M | 3 | Graduate | Married | Less than $40K | Blue | 41 | 6 | 1 | 4 | 5833.000 | 1747 | 0.551 | 3732 | 75 | 0.531 | 0.300 | 0 | 0 |
| 2768 | 26 | F | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 4 | 4152.000 | 0 | 0.804 | 2351 | 42 | 0.312 | 0.000 | 0 | 0 |
| 2769 | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 24 | 6 | 2 | 3 | 11699.000 | 1758 | 0.869 | 2007 | 46 | 1.000 | 0.150 | 0 | 0 |
| 2770 | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 6 | 3 | 2 | 4505.000 | 1562 | 0.604 | 3968 | 68 | 0.619 | 0.347 | 0 | 0 |
| 2771 | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 48 | 6 | 3 | 2 | 7667.000 | 1193 | 1.101 | 3915 | 76 | 0.617 | 0.156 | 0 | 0 |
| 2772 | 37 | M | 4 | Graduate | Single | $120K + | Blue | 28 | 3 | 3 | 4 | 34516.000 | 0 | 0.572 | 2574 | 62 | 0.771 | 0.000 | 0 | 0 |
| 2773 | 36 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 2 | 3 | 2937.000 | 2159 | 0.670 | 2511 | 51 | 0.700 | 0.735 | 0 | 0 |
| 2774 | 36 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5257.000 | 1572 | 0.732 | 2822 | 73 | 0.659 | 0.299 | 0 | 0 |
| 2775 | 39 | M | 2 | High School | Single | $60K - $80K | Blue | 28 | 6 | 3 | 3 | 10331.000 | 957 | 0.699 | 3695 | 81 | 0.653 | 0.093 | 0 | 0 |
| 2776 | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 17557.000 | 0 | 0.667 | 2142 | 62 | 0.378 | 0.000 | 0 | 1 |
| 2777 | 56 | F | 2 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 3 | 2 | 4366.000 | 1590 | 0.475 | 1596 | 37 | 0.423 | 0.364 | 0 | 0 |
| 2778 | 56 | F | 4 | Uneducated | Single | abc | Blue | 46 | 6 | 2 | 2 | 8037.000 | 2276 | 0.406 | 3271 | 71 | 0.543 | 0.283 | 0 | 0 |
| 2779 | 38 | M | 2 | NaN | Married | Less than $40K | Blue | 25 | 4 | 1 | 3 | 8740.000 | 734 | 1.072 | 2169 | 38 | 0.652 | 0.084 | 0 | 0 |
| 2780 | 49 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 3 | 8514.000 | 2013 | 0.664 | 4098 | 74 | 0.542 | 0.236 | 0 | 0 |
| 2781 | 36 | F | 4 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 3 | 2 | 2002.000 | 1377 | 0.671 | 2411 | 60 | 0.714 | 0.688 | 0 | 0 |
| 2782 | 51 | F | 0 | High School | Married | Less than $40K | Blue | 35 | 5 | 3 | 4 | 3132.000 | 1815 | 1.018 | 3607 | 60 | 0.935 | 0.580 | 0 | 0 |
| 2783 | 26 | F | 0 | College | Married | $40K - $60K | Blue | 13 | 2 | 3 | 3 | 2010.000 | 1070 | 0.906 | 3625 | 85 | 0.635 | 0.532 | 0 | 0 |
| 2784 | 34 | M | 2 | Graduate | Married | $80K - $120K | Blue | 23 | 6 | 2 | 3 | 7567.000 | 1776 | 1.275 | 2361 | 45 | 0.875 | 0.235 | 0 | 0 |
| 2785 | 56 | M | 2 | High School | Single | $40K - $60K | Blue | 40 | 2 | 6 | 4 | 2381.000 | 651 | 0.592 | 1920 | 46 | 0.586 | 0.273 | 1 | 1 |
| 2786 | 43 | M | 2 | Graduate | Married | $120K + | Silver | 31 | 6 | 2 | 4 | 34516.000 | 2398 | 0.917 | 4976 | 88 | 0.692 | 0.069 | 0 | 0 |
| 2787 | 47 | F | 3 | Uneducated | Single | abc | Blue | 42 | 6 | 2 | 2 | 16411.000 | 1179 | 0.849 | 3929 | 71 | 0.732 | 0.072 | 0 | 0 |
| 2788 | 42 | F | 4 | High School | Single | Less than $40K | Blue | 19 | 3 | 2 | 0 | 1438.300 | 0 | 0.676 | 3786 | 67 | 0.523 | 0.000 | 0 | 0 |
| 2789 | 38 | M | 2 | College | Married | $80K - $120K | Blue | 30 | 2 | 3 | 2 | 3735.000 | 1421 | 0.570 | 1837 | 47 | 0.741 | 0.380 | 0 | 1 |
| 2790 | 55 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 37 | 3 | 3 | 1 | 22127.000 | 1799 | 0.758 | 3591 | 63 | 0.750 | 0.081 | 0 | 0 |
| 2791 | 28 | F | 0 | College | Married | abc | Blue | 36 | 3 | 2 | 3 | 5685.000 | 0 | 1.334 | 2395 | 62 | 1.000 | 0.000 | 0 | 0 |
| 2792 | 62 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 50 | 3 | 2 | 2 | 7348.000 | 1466 | 1.236 | 3066 | 61 | 0.694 | 0.200 | 0 | 0 |
| 2793 | 52 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 3 | 2 | 3 | 11188.000 | 0 | 0.658 | 2109 | 47 | 0.621 | 0.000 | 1 | 1 |
| 2794 | 44 | M | 3 | NaN | Single | $120K + | Blue | 37 | 3 | 1 | 5 | 3650.000 | 2512 | 0.739 | 4599 | 75 | 0.471 | 0.688 | 0 | 0 |
| 2795 | 29 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5076.000 | 1223 | 0.830 | 2675 | 57 | 0.629 | 0.241 | 0 | 0 |
| 2796 | 48 | M | 4 | Doctorate | NaN | $60K - $80K | Silver | 38 | 3 | 2 | 2 | 32658.000 | 1482 | 0.941 | 2023 | 37 | 0.542 | 0.045 | 0 | 0 |
| 2797 | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 28634.000 | 926 | 0.622 | 4549 | 68 | 0.659 | 0.032 | 0 | 0 |
| 2798 | 49 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3414.000 | 1473 | 0.597 | 1803 | 49 | 1.130 | 0.431 | 0 | 0 |
| 2799 | 43 | M | 3 | High School | Married | $80K - $120K | Blue | 23 | 5 | 6 | 1 | 12315.000 | 0 | 0.895 | 2028 | 51 | 0.545 | 0.000 | 0 | 1 |
| 2800 | 41 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2690.000 | 1912 | 0.692 | 3636 | 68 | 0.700 | 0.711 | 0 | 0 |
| 2801 | 43 | M | 3 | Graduate | Single | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 12165.000 | 0 | 1.160 | 4066 | 74 | 0.682 | 0.000 | 0 | 0 |
| 2802 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 3 | 1792.000 | 989 | 1.202 | 3102 | 63 | 0.703 | 0.552 | 0 | 0 |
| 2803 | 37 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 30 | 6 | 3 | 2 | 19300.000 | 1181 | 0.764 | 2660 | 70 | 0.795 | 0.061 | 0 | 0 |
| 2804 | 37 | M | 2 | College | Divorced | $40K - $60K | Blue | 24 | 3 | 3 | 4 | 8120.000 | 2098 | 0.826 | 3161 | 54 | 0.688 | 0.258 | 0 | 0 |
| 2805 | 49 | M | 5 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 2292.000 | 0 | 0.976 | 2584 | 60 | 0.500 | 0.000 | 0 | 1 |
| 2806 | 36 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 25 | 6 | 3 | 3 | 21434.000 | 1345 | 0.603 | 2143 | 46 | 0.586 | 0.063 | 0 | 1 |
| 2807 | 50 | F | 2 | Graduate | NaN | Less than $40K | Blue | 43 | 5 | 3 | 4 | 3424.000 | 0 | 0.765 | 4929 | 74 | 0.574 | 0.000 | 0 | 0 |
| 2808 | 64 | M | 0 | NaN | Married | Less than $40K | Blue | 51 | 3 | 3 | 4 | 2787.000 | 1201 | 0.372 | 1662 | 39 | 0.625 | 0.431 | 0 | 0 |
| 2809 | 36 | F | 3 | College | Single | abc | Blue | 30 | 3 | 2 | 3 | 8696.000 | 1482 | 1.002 | 2847 | 67 | 0.971 | 0.170 | 0 | 0 |
| 2810 | 45 | M | 3 | High School | Married | $120K + | Blue | 35 | 6 | 2 | 3 | 32446.000 | 1974 | 0.621 | 1717 | 39 | 0.696 | 0.061 | 0 | 0 |
| 2811 | 41 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 9133.000 | 2140 | 0.649 | 4101 | 88 | 0.630 | 0.234 | 0 | 0 |
| 2812 | 47 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 2 | 5116.000 | 1468 | 0.910 | 2361 | 49 | 0.633 | 0.287 | 0 | 0 |
| 2813 | 39 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 31 | 5 | 2 | 1 | 18974.000 | 2517 | 1.369 | 2783 | 56 | 1.000 | 0.133 | 0 | 0 |
| 2814 | 51 | M | 4 | Uneducated | Single | $120K + | Blue | 45 | 6 | 2 | 3 | 12101.000 | 2517 | 0.733 | 2086 | 44 | 0.760 | 0.208 | 0 | 1 |
| 2815 | 55 | F | 1 | High School | Single | $40K - $60K | Blue | 46 | 5 | 3 | 4 | 5379.000 | 962 | 0.827 | 1778 | 40 | 0.290 | 0.179 | 0 | 0 |
| 2816 | 57 | M | 3 | Graduate | Single | $120K + | Blue | 49 | 5 | 3 | 3 | 32676.000 | 2134 | 0.797 | 3990 | 88 | 0.760 | 0.065 | 0 | 0 |
| 2817 | 36 | M | 4 | Doctorate | Divorced | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.000 | 1491 | 0.930 | 2243 | 60 | 0.935 | 0.043 | 0 | 0 |
| 2818 | 35 | M | 2 | NaN | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 15202.000 | 1779 | 1.392 | 3143 | 60 | 0.579 | 0.117 | 0 | 0 |
| 2819 | 38 | F | 2 | NaN | Single | Less than $40K | Blue | 23 | 5 | 3 | 3 | 2222.000 | 1205 | 0.395 | 1823 | 49 | 0.361 | 0.542 | 0 | 1 |
| 2820 | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 5 | 2 | 4 | 5858.000 | 0 | 0.853 | 3355 | 77 | 0.604 | 0.000 | 0 | 0 |
| 2821 | 65 | F | 0 | Graduate | Married | $40K - $60K | Blue | 56 | 4 | 2 | 1 | 2692.000 | 1869 | 0.744 | 1594 | 36 | 0.895 | 0.694 | 0 | 0 |
| 2822 | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 6 | 3 | 2 | 7165.000 | 2037 | 0.830 | 3553 | 78 | 0.902 | 0.284 | 0 | 0 |
| 2823 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 4 | 3 | 4 | 1438.300 | 0 | 1.084 | 4740 | 81 | 0.653 | 0.000 | 0 | 0 |
| 2824 | 38 | M | 2 | Graduate | Single | $60K - $80K | Silver | 32 | 5 | 1 | 1 | 26988.000 | 1587 | 0.968 | 3732 | 70 | 0.795 | 0.059 | 0 | 0 |
| 2825 | 36 | F | 1 | NaN | Single | Less than $40K | Blue | 26 | 3 | 3 | 2 | 2517.000 | 0 | 0.946 | 3569 | 62 | 0.771 | 0.000 | 0 | 0 |
| 2826 | 41 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 11091.000 | 0 | 0.522 | 1234 | 34 | 0.308 | 0.000 | 1 | 1 |
| 2827 | 40 | F | 4 | Graduate | Single | Less than $40K | Silver | 27 | 3 | 1 | 2 | 10745.000 | 2084 | 0.847 | 3502 | 87 | 0.933 | 0.194 | 0 | 0 |
| 2828 | 40 | F | 2 | Doctorate | Married | abc | Silver | 36 | 3 | 2 | 4 | 34516.000 | 1686 | 0.562 | 3146 | 66 | 0.650 | 0.049 | 0 | 0 |
| 2829 | 26 | M | 1 | NaN | Single | Less than $40K | Blue | 20 | 6 | 3 | 2 | 2590.000 | 1748 | 0.626 | 2804 | 52 | 0.486 | 0.675 | 0 | 0 |
| 2830 | 46 | F | 4 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 2722.000 | 1473 | 0.737 | 3129 | 69 | 0.683 | 0.541 | 0 | 0 |
| 2831 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 0 | 8228.000 | 0 | 0.942 | 4277 | 80 | 0.702 | 0.000 | 0 | 0 |
| 2832 | 38 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 33 | 6 | 3 | 2 | 11777.000 | 1781 | 0.565 | 2763 | 62 | 0.879 | 0.151 | 0 | 0 |
| 2833 | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 5 | 1 | 1 | 34516.000 | 543 | 0.745 | 3951 | 76 | 0.900 | 0.016 | 0 | 0 |
| 2834 | 38 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 24 | 5 | 1 | 3 | 14821.000 | 0 | 0.661 | 2876 | 60 | 0.622 | 0.000 | 0 | 0 |
| 2835 | 36 | M | 1 | NaN | Single | Less than $40K | Blue | 23 | 4 | 3 | 1 | 1438.300 | 928 | 0.851 | 2186 | 59 | 0.686 | 0.645 | 0 | 0 |
| 2836 | 34 | F | 2 | NaN | Single | Less than $40K | Blue | 21 | 6 | 3 | 4 | 6131.000 | 1270 | 0.913 | 2825 | 93 | 0.824 | 0.207 | 0 | 0 |
| 2837 | 52 | M | 5 | Graduate | Single | $80K - $120K | Blue | 47 | 3 | 1 | 1 | 2047.000 | 665 | 0.605 | 3452 | 66 | 0.692 | 0.325 | 0 | 0 |
| 2838 | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 34 | 3 | 3 | 4 | 22380.000 | 1220 | 0.884 | 3756 | 73 | 0.780 | 0.055 | 0 | 0 |
| 2839 | 36 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 3 | 3 | 5 | 12893.000 | 1620 | 0.576 | 2300 | 60 | 0.463 | 0.126 | 0 | 0 |
| 2840 | 53 | M | 3 | High School | Single | Less than $40K | Blue | 47 | 5 | 1 | 1 | 3351.000 | 1474 | 0.393 | 4294 | 66 | 0.737 | 0.440 | 0 | 0 |
| 2841 | 40 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 5093.000 | 2376 | 0.822 | 2341 | 57 | 0.541 | 0.467 | 0 | 0 |
| 2842 | 54 | M | 1 | Graduate | Married | $40K - $60K | Blue | 44 | 5 | 1 | 1 | 1438.300 | 0 | 0.576 | 1585 | 37 | 0.609 | 0.000 | 0 | 1 |
| 2843 | 34 | M | 4 | College | Single | $60K - $80K | Blue | 20 | 5 | 1 | 2 | 2165.000 | 1952 | 0.822 | 2651 | 81 | 0.841 | 0.902 | 0 | 0 |
| 2844 | 62 | F | 1 | NaN | Single | Less than $40K | Blue | 54 | 4 | 2 | 2 | 1927.000 | 1319 | 0.672 | 4199 | 77 | 0.750 | 0.684 | 0 | 0 |
| 2845 | 39 | F | 1 | College | Single | abc | Blue | 36 | 6 | 1 | 1 | 22125.000 | 0 | 0.645 | 1994 | 57 | 0.727 | 0.000 | 0 | 0 |
| 2846 | 50 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 4 | 5 | 3 | 34516.000 | 2099 | 0.449 | 1756 | 35 | 0.250 | 0.061 | 0 | 1 |
| 2847 | 36 | M | 1 | Uneducated | Divorced | $120K + | Blue | 28 | 6 | 3 | 2 | 5260.000 | 1116 | 0.664 | 2546 | 62 | 0.879 | 0.212 | 0 | 0 |
| 2848 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 6 | 2 | 2 | 1438.300 | 0 | 0.706 | 1336 | 32 | 0.882 | 0.000 | 0 | 0 |
| 2849 | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 30 | 3 | 4 | 4 | 4333.000 | 0 | 0.463 | 1558 | 40 | 0.538 | 0.000 | 1 | 1 |
| 2850 | 45 | M | 4 | College | Married | Less than $40K | Blue | 32 | 3 | 2 | 1 | 6637.000 | 0 | 0.675 | 1801 | 48 | 0.600 | 0.000 | 0 | 1 |
| 2851 | 36 | M | 2 | Graduate | Single | $120K + | Blue | 28 | 4 | 3 | 0 | 3174.000 | 2462 | 0.772 | 3140 | 74 | 0.721 | 0.776 | 0 | 0 |
| 2852 | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 5 | 4396.000 | 1489 | 1.258 | 3942 | 69 | 0.816 | 0.339 | 0 | 0 |
| 2853 | 52 | M | 2 | Graduate | Single | $80K - $120K | Blue | 48 | 6 | 2 | 4 | 34516.000 | 0 | 0.539 | 1661 | 40 | 0.600 | 0.000 | 1 | 1 |
| 2854 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1438.300 | 0 | 0.868 | 3637 | 80 | 0.860 | 0.000 | 0 | 0 |
| 2855 | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 3 | 4 | 6853.000 | 1480 | 0.513 | 2833 | 70 | 0.556 | 0.216 | 0 | 0 |
| 2856 | 36 | F | 0 | NaN | Married | Less than $40K | Blue | 24 | 4 | 3 | 2 | 2570.000 | 2230 | 0.686 | 1755 | 42 | 0.448 | 0.868 | 0 | 0 |
| 2857 | 27 | F | 1 | College | Divorced | Less than $40K | Blue | 15 | 5 | 3 | 2 | 2166.000 | 890 | 1.024 | 3563 | 70 | 0.892 | 0.411 | 0 | 0 |
| 2858 | 31 | F | 1 | College | Divorced | abc | Blue | 27 | 4 | 6 | 3 | 3647.000 | 1480 | 0.760 | 2271 | 60 | 0.364 | 0.406 | 0 | 0 |
| 2859 | 36 | M | 3 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 1 | 11684.000 | 1786 | 0.806 | 2969 | 88 | 0.796 | 0.153 | 0 | 0 |
| 2860 | 41 | M | 4 | High School | Single | $60K - $80K | Blue | 28 | 6 | 1 | 4 | 4475.000 | 0 | 0.706 | 3367 | 66 | 0.737 | 0.000 | 0 | 0 |
| 2861 | 28 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 18 | 6 | 3 | 2 | 16604.000 | 1716 | 1.025 | 2580 | 61 | 0.649 | 0.103 | 0 | 0 |
| 2862 | 59 | M | 1 | High School | Married | $40K - $60K | Blue | 53 | 6 | 2 | 5 | 5446.000 | 1885 | 0.643 | 1505 | 33 | 0.320 | 0.346 | 0 | 0 |
| 2863 | 43 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 31 | 5 | 1 | 4 | 28700.000 | 769 | 0.901 | 3395 | 71 | 0.578 | 0.027 | 0 | 0 |
| 2864 | 41 | M | 3 | NaN | Married | $60K - $80K | Blue | 30 | 3 | 1 | 1 | 2888.000 | 1676 | 0.534 | 3798 | 58 | 0.812 | 0.580 | 0 | 0 |
| 2865 | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 34 | 4 | 2 | 0 | 9451.000 | 1280 | 0.681 | 3179 | 79 | 0.975 | 0.135 | 0 | 0 |
| 2866 | 51 | M | 3 | NaN | Married | $80K - $120K | Blue | 43 | 3 | 4 | 5 | 13933.000 | 1019 | 0.875 | 3504 | 62 | 0.771 | 0.073 | 0 | 0 |
| 2867 | 44 | M | 1 | High School | Married | Less than $40K | Blue | 33 | 5 | 2 | 2 | 6130.000 | 808 | 0.747 | 3411 | 78 | 0.592 | 0.132 | 0 | 0 |
| 2868 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 15008.000 | 0 | 0.784 | 3943 | 85 | 0.771 | 0.000 | 0 | 0 |
| 2869 | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 18 | 4 | 1 | 4 | 4583.000 | 1586 | 0.828 | 2395 | 57 | 0.781 | 0.346 | 0 | 0 |
| 2870 | 48 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 37 | 1 | 3 | 4 | 5268.000 | 2191 | 0.622 | 2138 | 40 | 0.429 | 0.416 | 1 | 1 |
| 2871 | 58 | M | 2 | NaN | Married | $60K - $80K | Blue | 51 | 4 | 2 | 2 | 14976.000 | 1463 | 0.635 | 1599 | 36 | 0.565 | 0.098 | 0 | 0 |
| 2872 | 37 | F | 3 | High School | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 2282.000 | 0 | 0.741 | 2751 | 68 | 0.659 | 0.000 | 0 | 0 |
| 2873 | 51 | M | 3 | NaN | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 5130.000 | 0 | 0.407 | 1434 | 31 | 0.292 | 0.000 | 1 | 1 |
| 2874 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 5702.000 | 0 | 0.773 | 3928 | 75 | 0.744 | 0.000 | 0 | 0 |
| 2875 | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 3 | 4 | 14480.000 | 0 | 0.703 | 1616 | 43 | 0.654 | 0.000 | 0 | 1 |
| 2876 | 51 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 41 | 5 | 3 | 4 | 7570.000 | 1388 | 0.909 | 3849 | 70 | 0.591 | 0.183 | 0 | 0 |
| 2877 | 52 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 4 | 2 | 2 | 12878.000 | 1628 | 0.542 | 1968 | 59 | 0.735 | 0.126 | 0 | 0 |
| 2878 | 61 | M | 2 | High School | Single | $60K - $80K | Silver | 48 | 5 | 2 | 3 | 26218.000 | 0 | 0.740 | 3925 | 88 | 0.833 | 0.000 | 0 | 0 |
| 2879 | 49 | M | 3 | Post-Graduate | Single | $120K + | Silver | 36 | 6 | 1 | 5 | 34516.000 | 1323 | 0.934 | 3422 | 78 | 0.529 | 0.038 | 0 | 0 |
| 2880 | 36 | F | 3 | High School | Single | abc | Blue | 23 | 6 | 3 | 4 | 2804.000 | 2090 | 1.248 | 2812 | 77 | 1.081 | 0.745 | 0 | 0 |
| 2881 | 35 | M | 1 | Graduate | Married | $40K - $60K | Blue | 25 | 5 | 4 | 4 | 5801.000 | 1176 | 1.120 | 2987 | 52 | 0.857 | 0.203 | 0 | 0 |
| 2882 | 63 | F | 0 | High School | Married | Less than $40K | Blue | 53 | 5 | 3 | 2 | 2271.000 | 1278 | 0.375 | 1550 | 33 | 0.650 | 0.563 | 0 | 0 |
| 2883 | 36 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 23 | 6 | 3 | 3 | 3107.000 | 2354 | 1.248 | 2720 | 48 | 1.182 | 0.758 | 0 | 0 |
| 2884 | 33 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 5 | 1 | 2 | 2001.000 | 1217 | 0.775 | 3162 | 99 | 0.707 | 0.608 | 0 | 0 |
| 2885 | 33 | M | 1 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 1 | 0 | 1438.300 | 0 | 0.865 | 2557 | 55 | 0.618 | 0.000 | 0 | 1 |
| 2886 | 65 | M | 1 | High School | Single | abc | Blue | 36 | 4 | 3 | 5 | 4465.000 | 703 | 1.026 | 4044 | 66 | 0.650 | 0.157 | 0 | 0 |
| 2887 | 61 | M | 1 | Graduate | Married | $60K - $80K | Blue | 55 | 6 | 2 | 3 | 3264.000 | 1348 | 0.756 | 1665 | 32 | 0.524 | 0.413 | 0 | 0 |
| 2888 | 44 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 26856.000 | 0 | 0.581 | 4222 | 75 | 0.471 | 0.000 | 0 | 0 |
| 2889 | 38 | M | 1 | Doctorate | Single | $80K - $120K | Silver | 29 | 6 | 3 | 3 | 34516.000 | 1435 | 1.130 | 4238 | 85 | 0.809 | 0.042 | 0 | 0 |
| 2890 | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 6 | 3 | 21756.000 | 0 | 0.817 | 3063 | 71 | 0.511 | 0.000 | 0 | 0 |
| 2891 | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 4 | 1 | 2 | 4726.000 | 1551 | 0.544 | 3658 | 70 | 0.628 | 0.328 | 0 | 0 |
| 2892 | 41 | M | 5 | NaN | Single | $60K - $80K | Gold | 32 | 2 | 3 | 4 | 34516.000 | 2517 | 0.465 | 1727 | 35 | 0.458 | 0.073 | 1 | 1 |
| 2893 | 45 | F | 2 | NaN | Single | Less than $40K | Blue | 41 | 6 | 2 | 2 | 5596.000 | 0 | 0.833 | 3212 | 64 | 0.422 | 0.000 | 0 | 0 |
| 2894 | 37 | M | 0 | Post-Graduate | Single | $80K - $120K | Blue | 27 | 5 | 2 | 3 | 15326.000 | 0 | 1.159 | 2990 | 55 | 0.964 | 0.000 | 0 | 1 |
| 2895 | 51 | M | 1 | NaN | Single | $80K - $120K | Blue | 38 | 3 | 1 | 4 | 11373.000 | 1319 | 0.693 | 1976 | 35 | 0.750 | 0.116 | 0 | 0 |
| 2896 | 65 | M | 0 | Uneducated | Single | Less than $40K | Blue | 54 | 3 | 1 | 5 | 2644.000 | 1691 | 0.755 | 3495 | 70 | 0.628 | 0.640 | 0 | 0 |
| 2897 | 37 | F | 1 | Graduate | Single | $40K - $60K | Blue | 27 | 6 | 1 | 2 | 2673.000 | 2517 | 0.714 | 3052 | 63 | 0.750 | 0.942 | 0 | 0 |
| 2898 | 54 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 4 | 2 | 7477.000 | 1752 | 0.294 | 1543 | 34 | 0.172 | 0.234 | 0 | 1 |
| 2899 | 46 | M | 4 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 1 | 3 | 16227.000 | 917 | 0.479 | 4314 | 67 | 0.634 | 0.057 | 0 | 0 |
| 2900 | 41 | M | 2 | NaN | Single | $80K - $120K | Blue | 34 | 3 | 3 | 1 | 19110.000 | 2449 | 1.000 | 4478 | 76 | 0.727 | 0.128 | 0 | 0 |
| 2901 | 49 | M | 2 | NaN | Single | $40K - $60K | Blue | 37 | 5 | 1 | 3 | 2993.000 | 1265 | 0.579 | 4089 | 72 | 0.674 | 0.423 | 0 | 0 |
| 2902 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 2 | 4 | 3290.000 | 2461 | 0.797 | 3591 | 80 | 0.739 | 0.748 | 0 | 0 |
| 2903 | 50 | F | 3 | High School | Single | Less than $40K | Silver | 39 | 4 | 3 | 4 | 11176.000 | 2422 | 1.003 | 2682 | 64 | 0.641 | 0.217 | 0 | 0 |
| 2904 | 48 | F | 4 | High School | Married | abc | Blue | 36 | 4 | 1 | 2 | 21416.000 | 0 | 0.702 | 4221 | 75 | 0.923 | 0.000 | 0 | 0 |
| 2905 | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 3 | 2 | 5 | 2492.000 | 1668 | 0.651 | 1606 | 32 | 0.882 | 0.669 | 0 | 0 |
| 2906 | 54 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 38 | 3 | 3 | 5 | 14265.000 | 1878 | 0.847 | 3982 | 58 | 0.871 | 0.132 | 0 | 0 |
| 2907 | 46 | F | 4 | NaN | Single | $40K - $60K | Silver | 35 | 6 | 3 | 2 | 16985.000 | 968 | 0.455 | 2961 | 56 | 0.647 | 0.057 | 0 | 1 |
| 2908 | 47 | F | 4 | High School | Single | Less than $40K | Blue | 38 | 4 | 1 | 4 | 7469.000 | 1899 | 0.999 | 3150 | 70 | 0.489 | 0.254 | 0 | 0 |
| 2909 | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 4592.000 | 2517 | 0.572 | 1470 | 33 | 0.737 | 0.548 | 0 | 0 |
| 2910 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 4 | 4341.000 | 0 | 0.613 | 3825 | 63 | 0.537 | 0.000 | 0 | 0 |
| 2911 | 41 | M | 4 | Uneducated | Divorced | $80K - $120K | Gold | 36 | 6 | 2 | 2 | 34516.000 | 0 | 0.742 | 4077 | 67 | 0.763 | 0.000 | 0 | 0 |
| 2912 | 34 | M | 3 | Post-Graduate | NaN | $60K - $80K | Silver | 23 | 4 | 3 | 0 | 27710.000 | 0 | 0.777 | 4014 | 73 | 0.659 | 0.000 | 0 | 0 |
| 2913 | 33 | F | 1 | College | Single | Less than $40K | Silver | 17 | 4 | 3 | 2 | 13431.000 | 1583 | 0.621 | 2338 | 71 | 0.690 | 0.118 | 0 | 0 |
| 2914 | 49 | M | 1 | High School | NaN | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2645.000 | 1499 | 0.670 | 4251 | 69 | 0.533 | 0.567 | 0 | 0 |
| 2915 | 44 | M | 3 | Doctorate | Single | $120K + | Blue | 35 | 4 | 1 | 5 | 14028.000 | 1435 | 0.570 | 3683 | 73 | 0.738 | 0.102 | 0 | 0 |
| 2916 | 36 | M | 1 | Uneducated | Divorced | $80K - $120K | Blue | 28 | 4 | 1 | 3 | 34516.000 | 774 | 0.989 | 3030 | 74 | 0.805 | 0.022 | 0 | 0 |
| 2917 | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 31 | 4 | 2 | 4 | 5699.000 | 1006 | 0.734 | 2835 | 57 | 0.900 | 0.177 | 0 | 0 |
| 2918 | 46 | M | 3 | NaN | Divorced | $120K + | Blue | 34 | 5 | 2 | 4 | 16284.000 | 0 | 0.889 | 3018 | 75 | 0.500 | 0.000 | 0 | 0 |
| 2919 | 65 | M | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 4 | 2 | 2 | 3226.000 | 2073 | 1.035 | 3250 | 70 | 0.591 | 0.643 | 0 | 0 |
| 2920 | 52 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 2803.000 | 778 | 0.550 | 3142 | 64 | 0.561 | 0.278 | 0 | 0 |
| 2921 | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 30 | 6 | 2 | 5 | 34516.000 | 2010 | 0.594 | 2776 | 59 | 0.735 | 0.058 | 0 | 0 |
| 2922 | 59 | M | 1 | Uneducated | Single | Less than $40K | Blue | 53 | 5 | 5 | 4 | 2192.000 | 1569 | 0.706 | 4010 | 79 | 0.717 | 0.716 | 0 | 0 |
| 2923 | 37 | F | 3 | NaN | Single | abc | Blue | 29 | 3 | 2 | 2 | 8318.000 | 1945 | 1.487 | 3676 | 77 | 1.139 | 0.234 | 0 | 0 |
| 2924 | 40 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 6391.000 | 0 | 0.632 | 2323 | 44 | 0.419 | 0.000 | 1 | 1 |
| 2925 | 40 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 5 | 2 | 4 | 4736.000 | 945 | 0.835 | 3927 | 73 | 0.659 | 0.200 | 0 | 0 |
| 2926 | 59 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 49 | 5 | 2 | 4 | 9944.000 | 1606 | 0.620 | 3159 | 69 | 0.568 | 0.162 | 0 | 0 |
| 2927 | 52 | F | 3 | College | Married | $40K - $60K | Blue | 47 | 6 | 3 | 3 | 4717.000 | 0 | 0.563 | 2349 | 66 | 0.347 | 0.000 | 0 | 1 |
| 2928 | 43 | F | 4 | NaN | NaN | abc | Blue | 34 | 5 | 3 | 3 | 12778.000 | 1528 | 0.777 | 3337 | 69 | 0.769 | 0.120 | 0 | 0 |
| 2929 | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 2 | 3 | 16920.000 | 2157 | 0.629 | 3275 | 60 | 0.500 | 0.127 | 0 | 0 |
| 2930 | 45 | F | 2 | Graduate | NaN | Less than $40K | Blue | 35 | 6 | 3 | 3 | 3240.000 | 2517 | 0.636 | 1904 | 41 | 0.519 | 0.777 | 0 | 1 |
| 2931 | 30 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 17 | 4 | 1 | 3 | 4704.000 | 0 | 1.177 | 3294 | 87 | 0.891 | 0.000 | 0 | 0 |
| 2932 | 41 | F | 5 | High School | Single | $40K - $60K | Blue | 32 | 6 | 1 | 2 | 14987.000 | 1425 | 0.800 | 4470 | 83 | 0.844 | 0.095 | 0 | 0 |
| 2933 | 51 | M | 1 | NaN | Single | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 3554.000 | 1563 | 0.893 | 3640 | 59 | 0.735 | 0.440 | 0 | 0 |
| 2934 | 46 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 3 | 3 | 4 | 9227.000 | 938 | 0.735 | 3948 | 74 | 0.721 | 0.102 | 0 | 0 |
| 2935 | 50 | M | 1 | NaN | Married | $120K + | Blue | 40 | 3 | 3 | 2 | 7522.000 | 1057 | 1.197 | 2533 | 62 | 1.138 | 0.141 | 0 | 0 |
| 2936 | 31 | F | 0 | College | Married | Less than $40K | Blue | 21 | 5 | 2 | 2 | 1677.000 | 0 | 1.369 | 3059 | 50 | 0.613 | 0.000 | 0 | 1 |
| 2937 | 48 | M | 1 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 2319.000 | 1630 | 0.846 | 3739 | 68 | 0.659 | 0.703 | 0 | 0 |
| 2938 | 39 | F | 1 | NaN | Married | Less than $40K | Blue | 29 | 6 | 2 | 5 | 2722.000 | 1592 | 1.319 | 3205 | 49 | 0.633 | 0.585 | 0 | 0 |
| 2939 | 50 | F | 2 | NaN | Married | Less than $40K | Blue | 39 | 3 | 3 | 2 | 2046.000 | 0 | 0.936 | 3446 | 71 | 0.578 | 0.000 | 0 | 0 |
| 2940 | 47 | M | 4 | NaN | Single | $80K - $120K | Silver | 37 | 5 | 2 | 4 | 34516.000 | 0 | 1.060 | 2851 | 80 | 0.739 | 0.000 | 0 | 0 |
| 2941 | 53 | M | 3 | High School | Single | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 18531.000 | 1548 | 0.833 | 2484 | 52 | 0.857 | 0.084 | 0 | 0 |
| 2942 | 45 | M | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 4112.000 | 0 | 0.777 | 2949 | 54 | 1.250 | 0.000 | 0 | 1 |
| 2943 | 46 | M | 4 | Graduate | Single | $120K + | Blue | 34 | 4 | 1 | 2 | 34516.000 | 0 | 0.991 | 4143 | 68 | 0.659 | 0.000 | 0 | 0 |
| 2944 | 34 | M | 2 | Graduate | Single | $80K - $120K | Silver | 22 | 4 | 3 | 3 | 34516.000 | 1263 | 0.603 | 2759 | 65 | 0.806 | 0.037 | 0 | 0 |
| 2945 | 39 | M | 1 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 3 | 4 | 4683.000 | 2514 | 0.580 | 2010 | 45 | 0.731 | 0.537 | 0 | 1 |
| 2946 | 62 | M | 0 | NaN | Married | $40K - $60K | Blue | 48 | 4 | 1 | 2 | 1438.300 | 0 | 0.425 | 1406 | 27 | 0.500 | 0.000 | 0 | 1 |
| 2947 | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4224.000 | 2417 | 0.522 | 1458 | 29 | 1.071 | 0.572 | 0 | 0 |
| 2948 | 51 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 3 | 1 | 4 | 7133.000 | 0 | 0.612 | 2689 | 62 | 0.590 | 0.000 | 0 | 0 |
| 2949 | 34 | F | 1 | High School | Single | abc | Blue | 22 | 6 | 1 | 0 | 10253.000 | 1857 | 1.193 | 3042 | 66 | 0.941 | 0.181 | 0 | 0 |
| 2950 | 44 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 25 | 4 | 3 | 2 | 4210.000 | 0 | 1.224 | 4248 | 65 | 0.857 | 0.000 | 0 | 0 |
| 2951 | 49 | M | 3 | High School | Single | $120K + | Blue | 42 | 5 | 3 | 2 | 12630.000 | 1822 | 0.947 | 4084 | 66 | 0.571 | 0.144 | 0 | 0 |
| 2952 | 26 | M | 0 | Graduate | Divorced | abc | Blue | 36 | 6 | 1 | 3 | 21084.000 | 2517 | 0.763 | 2309 | 71 | 0.543 | 0.119 | 0 | 0 |
| 2953 | 56 | F | 2 | College | Single | Less than $40K | Blue | 52 | 3 | 5 | 1 | 3639.000 | 2178 | 0.451 | 1865 | 42 | 0.500 | 0.599 | 1 | 1 |
| 2954 | 52 | M | 1 | High School | Divorced | $120K + | Blue | 36 | 4 | 3 | 5 | 31945.000 | 1591 | 0.711 | 3650 | 62 | 0.676 | 0.050 | 0 | 0 |
| 2955 | 65 | F | 0 | High School | Single | abc | Blue | 56 | 3 | 6 | 3 | 5894.000 | 477 | 1.015 | 1616 | 32 | 0.455 | 0.081 | 1 | 1 |
| 2956 | 65 | F | 1 | NaN | Single | Less than $40K | Blue | 54 | 4 | 2 | 2 | 2209.000 | 0 | 1.299 | 3292 | 52 | 0.857 | 0.000 | 0 | 0 |
| 2957 | 35 | M | 1 | College | Single | $60K - $80K | Blue | 26 | 3 | 2 | 3 | 23447.000 | 1515 | 0.622 | 2834 | 77 | 0.638 | 0.065 | 0 | 0 |
| 2958 | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 4 | 2 | 3 | 4180.000 | 688 | 0.747 | 3750 | 76 | 0.727 | 0.165 | 0 | 0 |
| 2959 | 53 | F | 1 | Graduate | Single | $40K - $60K | Blue | 39 | 3 | 3 | 2 | 4930.000 | 2227 | 0.801 | 4224 | 77 | 0.791 | 0.452 | 0 | 0 |
| 2960 | 38 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 18 | 6 | 3 | 4 | 3417.000 | 1749 | 0.570 | 2068 | 34 | 0.619 | 0.512 | 0 | 1 |
| 2961 | 50 | F | 1 | College | Single | Less than $40K | Blue | 45 | 4 | 2 | 4 | 4785.000 | 1965 | 0.800 | 3651 | 59 | 0.553 | 0.411 | 0 | 0 |
| 2962 | 46 | M | 3 | Uneducated | Married | Less than $40K | Silver | 33 | 5 | 2 | 2 | 12685.000 | 0 | 0.674 | 4454 | 74 | 0.574 | 0.000 | 0 | 0 |
| 2963 | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 35 | 3 | 3 | 3 | 21374.000 | 0 | 0.631 | 4100 | 79 | 0.681 | 0.000 | 0 | 0 |
| 2964 | 36 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 4 | 3 | 2 | 1911.000 | 1217 | 0.363 | 1965 | 49 | 0.256 | 0.637 | 0 | 1 |
| 2965 | 41 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 8666.000 | 0 | 0.682 | 3593 | 71 | 0.578 | 0.000 | 0 | 0 |
| 2966 | 60 | M | 0 | NaN | Married | $60K - $80K | Blue | 54 | 4 | 1 | 0 | 2759.000 | 2501 | 0.505 | 1650 | 34 | 0.700 | 0.906 | 0 | 0 |
| 2967 | 49 | F | 2 | NaN | Single | abc | Blue | 41 | 5 | 3 | 4 | 5984.000 | 0 | 0.551 | 1838 | 42 | 0.556 | 0.000 | 1 | 1 |
| 2968 | 45 | F | 4 | High School | NaN | abc | Blue | 36 | 6 | 3 | 3 | 23000.000 | 1097 | 1.095 | 3886 | 70 | 0.667 | 0.048 | 0 | 0 |
| 2969 | 36 | M | 2 | College | Single | $60K - $80K | Blue | 25 | 5 | 3 | 2 | 1438.300 | 0 | 0.579 | 2882 | 68 | 0.619 | 0.000 | 0 | 0 |
| 2970 | 49 | M | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 5 | 2976.000 | 1817 | 0.739 | 3332 | 60 | 0.667 | 0.611 | 0 | 0 |
| 2971 | 43 | M | 3 | High School | Single | $120K + | Blue | 36 | 3 | 1 | 3 | 34516.000 | 0 | 0.852 | 1996 | 48 | 0.548 | 0.000 | 0 | 1 |
| 2972 | 58 | M | 1 | High School | Married | $60K - $80K | Blue | 53 | 5 | 2 | 5 | 1438.300 | 0 | 0.425 | 1539 | 40 | 0.600 | 0.000 | 0 | 1 |
| 2973 | 46 | M | 0 | High School | Divorced | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 16099.000 | 0 | 0.562 | 3656 | 88 | 0.760 | 0.000 | 0 | 0 |
| 2974 | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 19595.000 | 1187 | 0.875 | 3811 | 62 | 0.824 | 0.061 | 0 | 0 |
| 2975 | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 2 | 4 | 13193.000 | 1749 | 0.671 | 4071 | 64 | 0.730 | 0.133 | 0 | 0 |
| 2976 | 57 | F | 3 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 8184.000 | 1508 | 0.789 | 4134 | 71 | 0.821 | 0.184 | 0 | 0 |
| 2977 | 30 | M | 1 | NaN | Married | Less than $40K | Blue | 13 | 3 | 6 | 5 | 2607.000 | 1966 | 0.650 | 1719 | 45 | 0.607 | 0.754 | 0 | 0 |
| 2978 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 4 | 2 | 3 | 5758.000 | 0 | 0.433 | 4422 | 76 | 0.407 | 0.000 | 0 | 0 |
| 2979 | 51 | M | 2 | Doctorate | Single | $120K + | Blue | 36 | 4 | 2 | 5 | 25873.000 | 582 | 0.769 | 3920 | 84 | 0.647 | 0.022 | 0 | 0 |
| 2980 | 46 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 37 | 6 | 1 | 1 | 2695.000 | 1657 | 0.813 | 4068 | 53 | 0.963 | 0.615 | 0 | 0 |
| 2981 | 46 | M | 3 | College | Married | $80K - $120K | Blue | 32 | 4 | 2 | 5 | 20860.000 | 1496 | 0.816 | 3435 | 56 | 0.697 | 0.072 | 0 | 0 |
| 2982 | 45 | M | 4 | NaN | Married | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 1892.000 | 1049 | 1.122 | 4558 | 60 | 1.609 | 0.554 | 0 | 0 |
| 2983 | 52 | M | 3 | College | Married | $80K - $120K | Blue | 33 | 3 | 3 | 4 | 27751.000 | 1018 | 0.426 | 1427 | 25 | 0.667 | 0.037 | 0 | 0 |
| 2984 | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 38 | 6 | 2 | 2 | 34516.000 | 657 | 0.723 | 3661 | 71 | 0.868 | 0.019 | 0 | 0 |
| 2985 | 47 | M | 3 | NaN | Single | $80K - $120K | Blue | 37 | 3 | 1 | 5 | 24580.000 | 2517 | 0.509 | 3069 | 62 | 0.771 | 0.102 | 0 | 0 |
| 2986 | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 3 | 2 | 4 | 29893.000 | 0 | 0.519 | 2063 | 48 | 0.846 | 0.000 | 1 | 1 |
| 2987 | 43 | M | 1 | NaN | Married | $80K - $120K | Blue | 33 | 5 | 1 | 5 | 21165.000 | 735 | 0.624 | 3343 | 60 | 0.667 | 0.035 | 0 | 0 |
| 2988 | 47 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 33 | 3 | 2 | 1 | 9148.000 | 561 | 0.774 | 3451 | 59 | 0.967 | 0.061 | 0 | 0 |
| 2989 | 55 | M | 2 | NaN | Married | $80K - $120K | Blue | 46 | 4 | 1 | 1 | 10979.000 | 1889 | 0.475 | 1425 | 33 | 0.500 | 0.172 | 0 | 0 |
| 2990 | 41 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 33 | 3 | 1 | 2 | 6519.000 | 851 | 0.679 | 3088 | 65 | 0.711 | 0.131 | 0 | 0 |
| 2991 | 44 | M | 5 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 2509.000 | 1464 | 1.250 | 3166 | 72 | 0.946 | 0.583 | 0 | 0 |
| 2992 | 35 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 2664.000 | 0 | 1.071 | 3135 | 59 | 0.903 | 0.000 | 0 | 0 |
| 2993 | 40 | F | 2 | NaN | Married | abc | Blue | 28 | 5 | 5 | 2 | 14999.000 | 1123 | 0.539 | 3441 | 69 | 0.468 | 0.075 | 0 | 0 |
| 2994 | 32 | F | 1 | High School | Single | Less than $40K | Silver | 13 | 4 | 1 | 2 | 10332.000 | 948 | 0.843 | 2914 | 67 | 0.763 | 0.092 | 0 | 0 |
| 2995 | 50 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 5 | 1 | 4 | 10226.000 | 1638 | 1.053 | 3321 | 57 | 1.036 | 0.160 | 0 | 0 |
| 2996 | 38 | M | 3 | College | Single | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 12050.000 | 1821 | 0.630 | 2381 | 40 | 0.481 | 0.151 | 1 | 1 |
| 2997 | 39 | M | 2 | High School | Single | $120K + | Blue | 22 | 5 | 2 | 2 | 26124.000 | 0 | 0.735 | 4199 | 92 | 0.586 | 0.000 | 0 | 0 |
| 2998 | 48 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 31 | 6 | 2 | 2 | 9816.000 | 0 | 0.673 | 3489 | 81 | 0.528 | 0.000 | 0 | 0 |
| 2999 | 52 | F | 2 | College | Single | Less than $40K | Blue | 40 | 4 | 3 | 3 | 2783.000 | 2379 | 0.912 | 3897 | 74 | 1.000 | 0.855 | 0 | 0 |
| 3000 | 49 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 5 | 2 | 3 | 15942.000 | 0 | 0.723 | 1742 | 41 | 0.323 | 0.000 | 0 | 1 |
| 3001 | 46 | F | 3 | Graduate | Single | Less than $40K | Silver | 39 | 4 | 3 | 2 | 12222.000 | 1260 | 1.138 | 3418 | 78 | 0.733 | 0.103 | 0 | 0 |
| 3002 | 38 | F | 4 | Doctorate | Married | Less than $40K | Blue | 26 | 4 | 2 | 4 | 4002.000 | 1402 | 0.579 | 2114 | 53 | 0.514 | 0.350 | 0 | 1 |
| 3003 | 60 | M | 0 | College | Single | $80K - $120K | Silver | 53 | 6 | 3 | 2 | 34516.000 | 1388 | 0.791 | 3261 | 64 | 0.684 | 0.040 | 0 | 0 |
| 3004 | 48 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 10227.000 | 1695 | 0.875 | 3577 | 82 | 0.783 | 0.166 | 0 | 0 |
| 3005 | 45 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 3 | 3 | 1 | 4265.000 | 1622 | 0.708 | 3244 | 62 | 0.879 | 0.380 | 0 | 0 |
| 3006 | 47 | M | 2 | NaN | NaN | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 13867.000 | 0 | 0.659 | 4297 | 68 | 0.744 | 0.000 | 0 | 0 |
| 3007 | 43 | M | 2 | Doctorate | Divorced | $40K - $60K | Blue | 34 | 4 | 1 | 2 | 2243.000 | 0 | 0.697 | 4023 | 63 | 0.750 | 0.000 | 0 | 0 |
| 3008 | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 11239.000 | 1375 | 0.940 | 3978 | 89 | 0.780 | 0.122 | 0 | 0 |
| 3009 | 53 | M | 2 | NaN | Single | $60K - $80K | Blue | 45 | 5 | 1 | 2 | 22558.000 | 818 | 0.987 | 3855 | 70 | 0.591 | 0.036 | 0 | 0 |
| 3010 | 50 | M | 5 | Post-Graduate | Married | $120K + | Silver | 36 | 5 | 2 | 4 | 34516.000 | 891 | 0.926 | 2687 | 64 | 0.778 | 0.026 | 0 | 0 |
| 3011 | 56 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 23510.000 | 1049 | 0.438 | 1661 | 35 | 0.296 | 0.045 | 0 | 1 |
| 3012 | 63 | F | 0 | Uneducated | NaN | $40K - $60K | Blue | 55 | 6 | 2 | 2 | 1651.000 | 1433 | 0.985 | 4050 | 58 | 0.611 | 0.868 | 0 | 0 |
| 3013 | 53 | F | 1 | High School | Single | Less than $40K | Blue | 41 | 6 | 2 | 2 | 8693.000 | 796 | 0.864 | 4755 | 69 | 0.533 | 0.092 | 0 | 0 |
| 3014 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4549.000 | 1193 | 0.445 | 1914 | 33 | 0.500 | 0.262 | 0 | 1 |
| 3015 | 51 | M | 2 | College | Married | $80K - $120K | Blue | 33 | 3 | 1 | 2 | 3558.000 | 0 | 0.570 | 4136 | 65 | 0.912 | 0.000 | 0 | 0 |
| 3016 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 3 | 4 | 7176.000 | 0 | 0.450 | 1375 | 33 | 0.650 | 0.000 | 1 | 1 |
| 3017 | 44 | M | 3 | NaN | Single | $80K - $120K | Silver | 38 | 3 | 3 | 1 | 34516.000 | 657 | 0.641 | 4614 | 76 | 0.689 | 0.019 | 0 | 0 |
| 3018 | 38 | M | 3 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 3 | 4 | 18293.000 | 0 | 0.571 | 2958 | 63 | 0.432 | 0.000 | 0 | 0 |
| 3019 | 40 | F | 2 | Graduate | Divorced | abc | Blue | 23 | 6 | 2 | 1 | 18332.000 | 1376 | 0.600 | 4095 | 67 | 0.675 | 0.075 | 0 | 0 |
| 3020 | 48 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 43 | 5 | 3 | 2 | 6383.000 | 1436 | 0.845 | 4462 | 88 | 0.660 | 0.225 | 0 | 0 |
| 3021 | 42 | F | 3 | High School | Single | Less than $40K | Silver | 31 | 5 | 2 | 3 | 13441.000 | 2517 | 0.734 | 1894 | 49 | 0.633 | 0.187 | 0 | 1 |
| 3022 | 50 | M | 2 | Graduate | Married | $120K + | Blue | 43 | 3 | 1 | 3 | 20114.000 | 0 | 0.820 | 4740 | 88 | 0.796 | 0.000 | 0 | 0 |
| 3023 | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 2 | 1 | 2019.000 | 1387 | 0.560 | 1689 | 36 | 0.714 | 0.687 | 0 | 0 |
| 3024 | 38 | M | 3 | High School | Single | $60K - $80K | Silver | 33 | 6 | 1 | 2 | 34516.000 | 1793 | 0.767 | 4533 | 78 | 0.472 | 0.052 | 0 | 0 |
| 3025 | 55 | M | 5 | Post-Graduate | Single | $80K - $120K | Blue | 47 | 3 | 1 | 4 | 1438.300 | 0 | 0.414 | 1427 | 36 | 0.333 | 0.000 | 1 | 1 |
| 3026 | 46 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 1 | 3 | 2 | 8017.000 | 0 | 0.559 | 1657 | 43 | 0.654 | 0.000 | 1 | 1 |
| 3027 | 49 | F | 1 | Doctorate | Married | abc | Blue | 36 | 3 | 1 | 2 | 8519.000 | 0 | 0.873 | 3698 | 65 | 0.625 | 0.000 | 0 | 0 |
| 3028 | 38 | M | 3 | NaN | Single | $80K - $120K | Blue | 33 | 6 | 2 | 2 | 34516.000 | 2135 | 0.488 | 3514 | 63 | 0.703 | 0.062 | 0 | 0 |
| 3029 | 50 | M | 0 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 6 | 3 | 3 | 9474.000 | 1021 | 0.557 | 3240 | 54 | 0.588 | 0.108 | 0 | 0 |
| 3030 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 5 | 3 | 4 | 6587.000 | 824 | 1.262 | 4160 | 70 | 0.842 | 0.125 | 0 | 0 |
| 3031 | 32 | M | 1 | High School | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 2999.000 | 0 | 0.812 | 3018 | 80 | 0.778 | 0.000 | 0 | 0 |
| 3032 | 49 | M | 3 | Graduate | Single | $60K - $80K | Blue | 32 | 3 | 1 | 4 | 7154.000 | 1472 | 1.002 | 3607 | 59 | 0.735 | 0.206 | 0 | 0 |
| 3033 | 53 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 43 | 4 | 2 | 4 | 4039.000 | 1397 | 0.396 | 1494 | 36 | 0.286 | 0.346 | 0 | 0 |
| 3034 | 57 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 5516.000 | 2517 | 0.473 | 1532 | 24 | 0.500 | 0.456 | 0 | 0 |
| 3035 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 1 | 2 | 5577.000 | 689 | 0.985 | 4256 | 70 | 1.121 | 0.124 | 0 | 0 |
| 3036 | 34 | M | 3 | NaN | NaN | $80K - $120K | Blue | 24 | 6 | 3 | 3 | 8628.000 | 1500 | 0.688 | 2902 | 60 | 0.818 | 0.174 | 0 | 0 |
| 3037 | 43 | M | 2 | Uneducated | Single | $120K + | Blue | 33 | 5 | 3 | 1 | 30137.000 | 1368 | 0.721 | 3522 | 74 | 0.897 | 0.045 | 0 | 0 |
| 3038 | 42 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 9778.000 | 2154 | 0.500 | 3413 | 66 | 0.692 | 0.220 | 0 | 0 |
| 3039 | 48 | M | 3 | Uneducated | Single | $120K + | Blue | 38 | 4 | 2 | 5 | 20912.000 | 0 | 0.725 | 4172 | 84 | 0.787 | 0.000 | 0 | 0 |
| 3040 | 49 | M | 3 | High School | Single | $120K + | Blue | 45 | 3 | 2 | 2 | 14699.000 | 1049 | 0.534 | 4890 | 64 | 0.561 | 0.071 | 0 | 0 |
| 3041 | 57 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 10350.000 | 0 | 0.826 | 3396 | 63 | 0.800 | 0.000 | 0 | 0 |
| 3042 | 44 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 11346.000 | 0 | 0.665 | 3784 | 67 | 0.457 | 0.000 | 0 | 0 |
| 3043 | 63 | F | 2 | Graduate | Single | Less than $40K | Gold | 55 | 4 | 1 | 3 | 15987.000 | 1345 | 0.729 | 3640 | 56 | 0.867 | 0.084 | 0 | 0 |
| 3044 | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 19711.000 | 0 | 1.037 | 3602 | 72 | 1.000 | 0.000 | 0 | 0 |
| 3045 | 33 | M | 4 | High School | Single | $40K - $60K | Blue | 25 | 4 | 1 | 1 | 8650.000 | 1929 | 0.777 | 2878 | 63 | 1.032 | 0.223 | 0 | 0 |
| 3046 | 55 | M | 2 | Graduate | Single | $80K - $120K | Silver | 36 | 5 | 1 | 1 | 34516.000 | 1316 | 0.818 | 3542 | 60 | 0.714 | 0.038 | 0 | 0 |
| 3047 | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 9748.000 | 1354 | 0.893 | 3323 | 66 | 0.833 | 0.139 | 0 | 0 |
| 3048 | 49 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2454.000 | 2060 | 0.804 | 3777 | 75 | 0.596 | 0.839 | 0 | 0 |
| 3049 | 48 | M | 3 | Post-Graduate | NaN | $120K + | Blue | 35 | 2 | 2 | 6 | 34516.000 | 0 | 0.464 | 1632 | 44 | 0.333 | 0.000 | 1 | 1 |
| 3050 | 47 | F | 3 | High School | NaN | Less than $40K | Blue | 40 | 4 | 2 | 4 | 4255.000 | 1681 | 0.650 | 3453 | 72 | 0.500 | 0.395 | 0 | 0 |
| 3051 | 35 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 4 | 2 | 2 | 3271.000 | 1367 | 0.704 | 2464 | 92 | 1.000 | 0.418 | 0 | 0 |
| 3052 | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 20 | 3 | 3 | 2 | 3480.000 | 724 | 0.722 | 2807 | 65 | 0.806 | 0.208 | 0 | 0 |
| 3053 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 40 | 3 | 1 | 4 | 13306.000 | 2458 | 0.516 | 3556 | 68 | 0.581 | 0.185 | 0 | 0 |
| 3054 | 38 | M | 3 | Graduate | Single | $80K - $120K | Blue | 31 | 6 | 1 | 2 | 13637.000 | 0 | 0.566 | 3625 | 73 | 0.659 | 0.000 | 0 | 0 |
| 3055 | 39 | M | 3 | Graduate | Single | $60K - $80K | Blue | 29 | 4 | 2 | 3 | 6733.000 | 1028 | 0.553 | 4444 | 72 | 0.565 | 0.153 | 0 | 0 |
| 3056 | 52 | F | 3 | High School | Single | Less than $40K | Blue | 45 | 3 | 3 | 0 | 2728.000 | 1365 | 0.648 | 4293 | 83 | 0.976 | 0.500 | 0 | 0 |
| 3057 | 49 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 1 | 2 | 6250.000 | 644 | 1.060 | 2433 | 41 | 1.158 | 0.103 | 0 | 1 |
| 3058 | 49 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 5 | 1 | 3 | 3653.000 | 881 | 0.846 | 3297 | 66 | 0.692 | 0.241 | 0 | 0 |
| 3059 | 44 | M | 3 | High School | Divorced | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 22919.000 | 1368 | 0.942 | 3752 | 71 | 0.919 | 0.060 | 0 | 0 |
| 3060 | 36 | M | 1 | Graduate | Single | $120K + | Blue | 20 | 3 | 2 | 2 | 34516.000 | 0 | 0.531 | 2686 | 59 | 0.788 | 0.000 | 0 | 0 |
| 3061 | 44 | M | 3 | NaN | Married | $80K - $120K | Blue | 38 | 3 | 1 | 4 | 4198.000 | 1782 | 1.526 | 2051 | 36 | 1.000 | 0.424 | 0 | 0 |
| 3062 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 39 | 6 | 2 | 2 | 7532.000 | 0 | 0.476 | 3550 | 68 | 0.619 | 0.000 | 0 | 0 |
| 3063 | 35 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 28 | 4 | 2 | 3 | 4587.000 | 1704 | 0.903 | 2968 | 65 | 0.806 | 0.371 | 0 | 0 |
| 3064 | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 12250.000 | 2165 | 0.641 | 1995 | 39 | 0.696 | 0.177 | 1 | 1 |
| 3065 | 56 | M | 4 | College | Single | $80K - $120K | Blue | 41 | 6 | 1 | 4 | 17753.000 | 1899 | 0.851 | 3986 | 64 | 0.730 | 0.107 | 0 | 0 |
| 3066 | 37 | F | 1 | Graduate | Single | Less than $40K | Silver | 19 | 4 | 3 | 3 | 12535.000 | 2049 | 0.683 | 3283 | 74 | 0.609 | 0.163 | 0 | 0 |
| 3067 | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 1 | 3 | 3541.000 | 1444 | 0.664 | 3410 | 69 | 0.683 | 0.408 | 0 | 0 |
| 3068 | 43 | F | 3 | Graduate | Divorced | abc | Blue | 33 | 6 | 3 | 4 | 14622.000 | 0 | 0.959 | 4632 | 67 | 0.457 | 0.000 | 0 | 0 |
| 3069 | 45 | M | 3 | NaN | Married | $80K - $120K | Blue | 38 | 3 | 1 | 2 | 23973.000 | 0 | 0.779 | 3560 | 71 | 0.511 | 0.000 | 0 | 0 |
| 3070 | 54 | M | 3 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 2 | 1 | 29200.000 | 1310 | 1.092 | 3042 | 73 | 1.028 | 0.045 | 0 | 0 |
| 3071 | 46 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 41 | 3 | 3 | 2 | 10077.000 | 0 | 0.639 | 2118 | 52 | 0.576 | 0.000 | 0 | 1 |
| 3072 | 44 | F | 4 | Doctorate | Married | abc | Blue | 36 | 5 | 2 | 4 | 8667.000 | 1775 | 0.729 | 3939 | 69 | 0.533 | 0.205 | 0 | 0 |
| 3073 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 31 | 4 | 3 | 4 | 12871.000 | 758 | 0.778 | 3060 | 60 | 1.069 | 0.059 | 0 | 0 |
| 3074 | 38 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 4 | 2346.000 | 0 | 0.394 | 3982 | 72 | 0.532 | 0.000 | 0 | 0 |
| 3075 | 55 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 43 | 4 | 2 | 4 | 9919.000 | 0 | 0.496 | 2058 | 70 | 0.842 | 0.000 | 0 | 1 |
| 3076 | 50 | M | 3 | NaN | Single | $120K + | Blue | 33 | 4 | 1 | 4 | 17087.000 | 0 | 0.761 | 3519 | 70 | 0.591 | 0.000 | 0 | 0 |
| 3077 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5505.000 | 2517 | 0.729 | 2272 | 42 | 0.448 | 0.457 | 1 | 1 |
| 3078 | 49 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1902.000 | 0 | 0.693 | 3731 | 53 | 0.893 | 0.000 | 0 | 0 |
| 3079 | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 1 | 1 | 4254.000 | 2464 | 0.764 | 2366 | 62 | 0.722 | 0.579 | 0 | 0 |
| 3080 | 51 | M | 2 | NaN | NaN | $80K - $120K | Blue | 39 | 6 | 1 | 3 | 9854.000 | 1886 | 0.921 | 3912 | 76 | 0.949 | 0.191 | 0 | 0 |
| 3081 | 47 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 5 | 3 | 4 | 7711.000 | 988 | 0.884 | 2078 | 42 | 0.680 | 0.128 | 0 | 0 |
| 3082 | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 19 | 3 | 1 | 4 | 3213.000 | 2517 | 1.275 | 2666 | 46 | 1.000 | 0.783 | 0 | 0 |
| 3083 | 46 | M | 2 | NaN | NaN | $120K + | Blue | 37 | 3 | 2 | 4 | 3132.000 | 1466 | 0.689 | 3612 | 59 | 0.595 | 0.468 | 0 | 0 |
| 3084 | 45 | F | 3 | High School | Divorced | Less than $40K | Blue | 33 | 3 | 3 | 2 | 9977.000 | 2088 | 0.650 | 3530 | 61 | 0.743 | 0.209 | 0 | 0 |
| 3085 | 53 | F | 2 | College | Married | abc | Blue | 41 | 5 | 1 | 3 | 5659.000 | 1393 | 0.436 | 1570 | 40 | 0.600 | 0.246 | 0 | 0 |
| 3086 | 62 | M | 0 | NaN | Single | $40K - $60K | Silver | 42 | 3 | 4 | 4 | 17161.000 | 0 | 0.552 | 1898 | 42 | 0.556 | 0.000 | 1 | 1 |
| 3087 | 65 | F | 1 | NaN | Single | abc | Blue | 36 | 5 | 1 | 2 | 5018.000 | 1131 | 0.624 | 4028 | 81 | 0.800 | 0.225 | 0 | 0 |
| 3088 | 44 | F | 3 | NaN | Married | abc | Blue | 38 | 4 | 3 | 3 | 11474.000 | 1063 | 0.686 | 3242 | 74 | 0.451 | 0.093 | 0 | 0 |
| 3089 | 51 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 1 | 4 | 7925.000 | 1445 | 0.750 | 3815 | 65 | 0.806 | 0.182 | 0 | 0 |
| 3090 | 28 | F | 0 | Uneducated | Single | Less than $40K | Silver | 20 | 6 | 3 | 3 | 12793.000 | 1650 | 0.783 | 2671 | 67 | 0.763 | 0.129 | 0 | 0 |
| 3091 | 49 | M | 2 | NaN | Single | Less than $40K | Blue | 42 | 4 | 2 | 2 | 4834.000 | 0 | 0.998 | 1876 | 35 | 1.059 | 0.000 | 0 | 0 |
| 3092 | 44 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 6 | 2 | 5 | 1438.300 | 688 | 0.976 | 4208 | 86 | 0.720 | 0.478 | 0 | 0 |
| 3093 | 55 | M | 3 | College | Single | $120K + | Blue | 36 | 5 | 3 | 3 | 12948.000 | 1839 | 1.113 | 2481 | 42 | 0.680 | 0.142 | 0 | 0 |
| 3094 | 49 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 4 | 5 | 5662.000 | 1484 | 0.434 | 1693 | 25 | 0.250 | 0.262 | 1 | 1 |
| 3095 | 34 | F | 2 | High School | Single | Less than $40K | Blue | 24 | 4 | 1 | 0 | 2799.000 | 0 | 0.696 | 2311 | 43 | 0.654 | 0.000 | 0 | 1 |
| 3096 | 50 | M | 2 | NaN | Married | $80K - $120K | Blue | 38 | 3 | 3 | 1 | 6030.000 | 1315 | 0.623 | 3420 | 81 | 0.841 | 0.218 | 0 | 0 |
| 3097 | 42 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 35 | 5 | 3 | 1 | 6779.000 | 1359 | 0.737 | 3434 | 65 | 0.512 | 0.200 | 0 | 0 |
| 3098 | 53 | F | 1 | Uneducated | Divorced | $40K - $60K | Silver | 36 | 5 | 1 | 1 | 15248.000 | 1242 | 0.725 | 4758 | 83 | 0.456 | 0.081 | 0 | 0 |
| 3099 | 53 | M | 3 | High School | Single | $60K - $80K | Blue | 45 | 4 | 1 | 0 | 15583.000 | 0 | 0.873 | 3938 | 69 | 1.091 | 0.000 | 0 | 0 |
| 3100 | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2576.000 | 1754 | 1.027 | 2880 | 69 | 0.468 | 0.681 | 0 | 0 |
| 3101 | 48 | M | 1 | NaN | Married | $60K - $80K | Silver | 37 | 6 | 3 | 5 | 25270.000 | 1090 | 0.819 | 1941 | 51 | 1.318 | 0.043 | 0 | 0 |
| 3102 | 35 | M | 4 | Graduate | Single | $60K - $80K | Blue | 22 | 3 | 3 | 3 | 8717.000 | 719 | 0.556 | 2067 | 59 | 0.595 | 0.082 | 0 | 0 |
| 3103 | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.674 | 3748 | 64 | 0.829 | 0.000 | 0 | 0 |
| 3104 | 45 | M | 5 | College | Single | $80K - $120K | Blue | 35 | 4 | 2 | 1 | 33755.000 | 2301 | 0.751 | 3458 | 71 | 0.651 | 0.068 | 0 | 0 |
| 3105 | 53 | F | 2 | NaN | Single | $40K - $60K | Blue | 37 | 5 | 3 | 4 | 7282.000 | 0 | 0.740 | 3364 | 69 | 0.816 | 0.000 | 0 | 0 |
| 3106 | 42 | M | 4 | NaN | Single | $80K - $120K | Blue | 32 | 6 | 3 | 5 | 7260.000 | 713 | 0.833 | 4253 | 73 | 0.780 | 0.098 | 0 | 0 |
| 3107 | 43 | F | 3 | Graduate | Married | Less than $40K | Silver | 30 | 6 | 1 | 4 | 12952.000 | 1864 | 0.414 | 3472 | 51 | 0.457 | 0.144 | 0 | 1 |
| 3108 | 55 | F | 2 | NaN | Single | Less than $40K | Blue | 43 | 6 | 1 | 5 | 5353.000 | 1594 | 0.973 | 4456 | 79 | 0.837 | 0.298 | 0 | 0 |
| 3109 | 38 | M | 0 | Graduate | Married | $60K - $80K | Blue | 33 | 5 | 4 | 4 | 11741.000 | 1560 | 0.773 | 2143 | 41 | 0.783 | 0.133 | 0 | 0 |
| 3110 | 39 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 2609.000 | 1656 | 0.657 | 3024 | 64 | 0.600 | 0.635 | 0 | 0 |
| 3111 | 51 | F | 1 | College | Married | abc | Blue | 37 | 4 | 3 | 1 | 11167.000 | 0 | 0.622 | 3848 | 74 | 0.762 | 0.000 | 0 | 0 |
| 3112 | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 4 | 2 | 5 | 20882.000 | 1420 | 0.857 | 2291 | 40 | 0.600 | 0.068 | 0 | 1 |
| 3113 | 42 | M | 2 | NaN | Single | $120K + | Gold | 37 | 5 | 2 | 2 | 34516.000 | 1230 | 0.720 | 3260 | 63 | 1.100 | 0.036 | 0 | 0 |
| 3114 | 63 | F | 1 | College | Single | $40K - $60K | Blue | 56 | 5 | 3 | 2 | 3071.000 | 2044 | 0.910 | 4433 | 68 | 0.659 | 0.666 | 0 | 0 |
| 3115 | 39 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 34 | 5 | 1 | 4 | 2267.000 | 0 | 0.875 | 4544 | 84 | 0.750 | 0.000 | 0 | 0 |
| 3116 | 52 | M | 2 | High School | Single | $120K + | Blue | 44 | 4 | 2 | 2 | 6617.000 | 2517 | 0.459 | 3595 | 68 | 0.659 | 0.380 | 0 | 0 |
| 3117 | 57 | F | 2 | High School | Divorced | Less than $40K | Blue | 50 | 5 | 3 | 5 | 3276.000 | 0 | 0.972 | 3758 | 61 | 0.694 | 0.000 | 0 | 0 |
| 3118 | 36 | M | 0 | High School | Married | $120K + | Blue | 24 | 3 | 3 | 2 | 10097.000 | 2139 | 1.408 | 3092 | 67 | 0.763 | 0.212 | 0 | 0 |
| 3119 | 42 | F | 3 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 8260.000 | 2517 | 1.049 | 3299 | 64 | 0.730 | 0.305 | 0 | 0 |
| 3120 | 52 | M | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 5 | 2 | 1 | 5776.000 | 874 | 0.894 | 4029 | 72 | 0.636 | 0.151 | 0 | 0 |
| 3121 | 40 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.300 | 915 | 0.464 | 3754 | 58 | 0.611 | 0.636 | 0 | 0 |
| 3122 | 40 | F | 3 | College | Single | Less than $40K | Blue | 33 | 5 | 3 | 1 | 7207.000 | 2002 | 0.828 | 3825 | 70 | 0.707 | 0.278 | 0 | 0 |
| 3123 | 38 | M | 1 | NaN | Married | $120K + | Blue | 16 | 3 | 1 | 4 | 2106.000 | 238 | 0.610 | 2136 | 40 | 0.905 | 0.113 | 1 | 1 |
| 3124 | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 34 | 4 | 2 | 5 | 21158.000 | 0 | 0.633 | 4071 | 67 | 0.811 | 0.000 | 0 | 0 |
| 3125 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 3 | 2 | 2 | 22906.000 | 1132 | 0.942 | 3204 | 64 | 0.730 | 0.049 | 0 | 0 |
| 3126 | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 2648.000 | 2309 | 1.006 | 3281 | 63 | 0.853 | 0.872 | 0 | 0 |
| 3127 | 34 | F | 4 | Graduate | Single | abc | Silver | 29 | 6 | 2 | 2 | 30702.000 | 673 | 0.721 | 2652 | 64 | 0.524 | 0.022 | 0 | 0 |
| 3128 | 49 | M | 1 | NaN | Single | $120K + | Blue | 40 | 5 | 3 | 1 | 34516.000 | 0 | 0.759 | 3230 | 64 | 0.561 | 0.000 | 0 | 0 |
| 3129 | 53 | F | 1 | College | Divorced | abc | Blue | 36 | 3 | 1 | 3 | 17054.000 | 0 | 0.673 | 4659 | 72 | 0.600 | 0.000 | 0 | 0 |
| 3130 | 38 | M | 3 | College | Single | $60K - $80K | Blue | 18 | 5 | 1 | 5 | 16317.000 | 0 | 0.566 | 1995 | 54 | 0.929 | 0.000 | 1 | 1 |
| 3131 | 36 | M | 1 | Graduate | Single | $80K - $120K | Blue | 27 | 3 | 2 | 4 | 3761.000 | 1710 | 0.627 | 3240 | 65 | 0.585 | 0.455 | 0 | 0 |
| 3132 | 48 | M | 3 | NaN | Married | $40K - $60K | Blue | 35 | 6 | 3 | 4 | 2173.000 | 0 | 0.857 | 4251 | 60 | 0.714 | 0.000 | 0 | 0 |
| 3133 | 53 | F | 1 | Uneducated | Single | $40K - $60K | Silver | 41 | 3 | 3 | 2 | 15845.000 | 1675 | 0.514 | 4037 | 68 | 0.447 | 0.106 | 0 | 0 |
| 3134 | 49 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 39 | 2 | 3 | 3 | 8061.000 | 2517 | 0.352 | 1224 | 31 | 0.409 | 0.312 | 1 | 1 |
| 3135 | 37 | M | 2 | High School | NaN | $120K + | Blue | 32 | 6 | 1 | 1 | 34516.000 | 0 | 0.928 | 3660 | 59 | 1.107 | 0.000 | 0 | 0 |
| 3136 | 44 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 19430.000 | 0 | 1.012 | 3650 | 80 | 0.633 | 0.000 | 0 | 0 |
| 3137 | 42 | F | 1 | NaN | Single | abc | Blue | 22 | 4 | 2 | 2 | 19127.000 | 985 | 0.966 | 3323 | 56 | 0.931 | 0.051 | 0 | 0 |
| 3138 | 48 | M | 0 | NaN | Divorced | $40K - $60K | Blue | 36 | 3 | 1 | 0 | 2708.000 | 2517 | 0.568 | 2198 | 41 | 0.864 | 0.929 | 0 | 0 |
| 3139 | 60 | F | 1 | Graduate | Single | abc | Blue | 51 | 3 | 3 | 4 | 23566.000 | 1147 | 0.629 | 4274 | 64 | 0.641 | 0.049 | 0 | 0 |
| 3140 | 49 | F | 2 | High School | Married | abc | Blue | 35 | 4 | 3 | 2 | 2532.000 | 2124 | 0.715 | 3400 | 76 | 0.727 | 0.839 | 0 | 0 |
| 3141 | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 29 | 3 | 2 | 3 | 9829.000 | 2517 | 0.590 | 2927 | 73 | 1.212 | 0.256 | 0 | 0 |
| 3142 | 57 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 51 | 5 | 4 | 5 | 7226.000 | 1689 | 0.830 | 3474 | 67 | 0.763 | 0.234 | 0 | 0 |
| 3143 | 59 | F | 1 | College | NaN | Less than $40K | Blue | 49 | 6 | 5 | 4 | 4072.000 | 0 | 0.464 | 1966 | 43 | 1.150 | 0.000 | 0 | 1 |
| 3144 | 46 | F | 3 | Uneducated | Single | abc | Blue | 28 | 4 | 1 | 5 | 21646.000 | 1778 | 1.071 | 3328 | 61 | 0.794 | 0.082 | 0 | 0 |
| 3145 | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.300 | 0 | 1.022 | 4548 | 69 | 0.917 | 0.000 | 0 | 0 |
| 3146 | 40 | M | 3 | NaN | Married | $120K + | Blue | 26 | 3 | 3 | 1 | 14046.000 | 1994 | 0.437 | 3792 | 77 | 0.604 | 0.142 | 0 | 0 |
| 3147 | 49 | M | 4 | NaN | Married | $60K - $80K | Silver | 32 | 5 | 2 | 3 | 25620.000 | 1107 | 0.971 | 3503 | 66 | 0.650 | 0.043 | 0 | 0 |
| 3148 | 53 | M | 4 | NaN | Single | $120K + | Blue | 48 | 3 | 3 | 4 | 34516.000 | 278 | 0.817 | 3029 | 49 | 0.400 | 0.008 | 1 | 1 |
| 3149 | 59 | F | 0 | Graduate | Single | $40K - $60K | Silver | 45 | 6 | 3 | 3 | 21358.000 | 1225 | 0.681 | 3646 | 77 | 0.750 | 0.057 | 0 | 0 |
| 3150 | 63 | M | 0 | High School | Single | $60K - $80K | Blue | 48 | 5 | 3 | 1 | 1856.000 | 0 | 0.500 | 1805 | 46 | 0.769 | 0.000 | 1 | 1 |
| 3151 | 36 | M | 3 | High School | Single | $80K - $120K | Blue | 28 | 5 | 3 | 2 | 1438.300 | 0 | 1.041 | 3204 | 68 | 0.838 | 0.000 | 0 | 0 |
| 3152 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 1 | 5 | 2586.000 | 0 | 0.631 | 3435 | 65 | 0.585 | 0.000 | 0 | 0 |
| 3153 | 39 | M | 2 | Graduate | Married | $80K - $120K | Blue | 21 | 5 | 3 | 3 | 3281.000 | 1272 | 0.799 | 2006 | 34 | 0.545 | 0.388 | 0 | 0 |
| 3154 | 50 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 6 | 1 | 2 | 7115.000 | 2000 | 0.769 | 3584 | 57 | 0.966 | 0.281 | 0 | 0 |
| 3155 | 38 | F | 3 | Uneducated | Single | abc | Blue | 36 | 5 | 3 | 3 | 13220.000 | 848 | 0.825 | 3789 | 72 | 0.565 | 0.064 | 0 | 0 |
| 3156 | 45 | M | 3 | Uneducated | NaN | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 5996.000 | 865 | 0.511 | 4542 | 77 | 0.481 | 0.144 | 0 | 0 |
| 3157 | 47 | M | 4 | Graduate | NaN | $40K - $60K | Blue | 34 | 2 | 3 | 6 | 9080.000 | 2174 | 0.653 | 2098 | 46 | 0.586 | 0.239 | 1 | 1 |
| 3158 | 54 | F | 2 | High School | Single | abc | Blue | 45 | 5 | 3 | 5 | 7563.000 | 1465 | 0.511 | 4175 | 67 | 0.718 | 0.194 | 0 | 0 |
| 3159 | 40 | F | 1 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 1 | 5 | 8749.000 | 1654 | 0.695 | 5054 | 73 | 0.553 | 0.189 | 0 | 0 |
| 3160 | 52 | M | 2 | High School | Single | $60K - $80K | Blue | 39 | 3 | 3 | 4 | 14973.000 | 0 | 0.706 | 4288 | 72 | 0.600 | 0.000 | 0 | 0 |
| 3161 | 63 | M | 0 | Graduate | Single | abc | Blue | 36 | 6 | 3 | 2 | 7108.000 | 600 | 0.813 | 3787 | 68 | 0.619 | 0.084 | 0 | 0 |
| 3162 | 48 | F | 1 | Graduate | Single | abc | Blue | 38 | 3 | 2 | 2 | 23007.000 | 1239 | 0.713 | 3395 | 63 | 0.465 | 0.054 | 0 | 0 |
| 3163 | 46 | M | 5 | College | Married | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 24248.000 | 1020 | 1.190 | 3311 | 84 | 0.750 | 0.042 | 0 | 0 |
| 3164 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 43 | 4 | 3 | 3 | 11617.000 | 2517 | 0.457 | 1643 | 43 | 0.483 | 0.217 | 1 | 1 |
| 3165 | 45 | M | 2 | Graduate | Married | $60K - $80K | Silver | 36 | 3 | 2 | 3 | 30428.000 | 1721 | 0.717 | 4178 | 69 | 0.605 | 0.057 | 0 | 0 |
| 3166 | 48 | M | 3 | NaN | Married | $80K - $120K | Blue | 42 | 3 | 6 | 2 | 6805.000 | 1448 | 0.836 | 3463 | 65 | 0.711 | 0.213 | 0 | 0 |
| 3167 | 59 | M | 1 | Graduate | Married | $60K - $80K | Blue | 48 | 4 | 3 | 2 | 14257.000 | 1113 | 0.406 | 1809 | 23 | 0.278 | 0.078 | 0 | 1 |
| 3168 | 47 | M | 3 | Uneducated | Divorced | $120K + | Silver | 42 | 2 | 4 | 5 | 34516.000 | 0 | 0.521 | 1641 | 35 | 0.591 | 0.000 | 1 | 1 |
| 3169 | 55 | F | 2 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5719.000 | 892 | 0.589 | 3403 | 68 | 0.417 | 0.156 | 0 | 0 |
| 3170 | 53 | M | 5 | NaN | Married | $80K - $120K | Blue | 48 | 6 | 1 | 0 | 9517.000 | 1869 | 0.821 | 1453 | 26 | 0.857 | 0.196 | 0 | 0 |
| 3171 | 41 | F | 3 | NaN | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 5317.000 | 0 | 0.699 | 2003 | 29 | 0.318 | 0.000 | 1 | 1 |
| 3172 | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 32 | 5 | 1 | 2 | 2526.000 | 2303 | 0.836 | 3596 | 69 | 0.568 | 0.912 | 0 | 0 |
| 3173 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 44 | 6 | 3 | 3 | 2971.000 | 0 | 1.154 | 4458 | 63 | 0.615 | 0.000 | 0 | 0 |
| 3174 | 59 | M | 2 | Graduate | Single | Less than $40K | Blue | 49 | 6 | 3 | 2 | 6834.000 | 900 | 0.605 | 4422 | 70 | 0.628 | 0.132 | 0 | 0 |
| 3175 | 36 | F | 2 | Uneducated | Married | abc | Blue | 31 | 5 | 3 | 1 | 3002.000 | 1002 | 1.033 | 2624 | 46 | 1.000 | 0.334 | 0 | 0 |
| 3176 | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 42 | 3 | 2 | 2 | 16727.000 | 1380 | 0.605 | 3511 | 73 | 0.622 | 0.083 | 0 | 0 |
| 3177 | 41 | M | 4 | High School | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 4573.000 | 0 | 0.703 | 3776 | 70 | 0.944 | 0.000 | 0 | 0 |
| 3178 | 38 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 22 | 4 | 1 | 2 | 15410.000 | 0 | 0.638 | 3368 | 69 | 0.533 | 0.000 | 0 | 0 |
| 3179 | 44 | F | 2 | High School | Single | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 3299.000 | 2517 | 0.981 | 4312 | 84 | 0.787 | 0.763 | 0 | 0 |
| 3180 | 42 | F | 2 | Uneducated | Single | Less than $40K | Silver | 33 | 1 | 2 | 3 | 13453.000 | 2517 | 0.619 | 1904 | 42 | 0.448 | 0.187 | 1 | 1 |
| 3181 | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 6362.000 | 1705 | 0.644 | 5169 | 84 | 0.474 | 0.268 | 0 | 0 |
| 3182 | 57 | F | 2 | NaN | Married | Less than $40K | Blue | 49 | 5 | 3 | 1 | 2679.000 | 2011 | 0.466 | 1723 | 28 | 0.750 | 0.751 | 0 | 0 |
| 3183 | 34 | M | 2 | Uneducated | Single | $120K + | Blue | 13 | 6 | 3 | 2 | 4369.000 | 2049 | 0.865 | 3259 | 80 | 0.600 | 0.469 | 0 | 0 |
| 3184 | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1721.000 | 1037 | 0.721 | 2681 | 57 | 0.727 | 0.603 | 0 | 1 |
| 3185 | 41 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 34 | 6 | 2 | 2 | 2196.000 | 1619 | 0.656 | 2040 | 65 | 0.711 | 0.737 | 0 | 0 |
| 3186 | 50 | M | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 6 | 3 | 3 | 2845.000 | 1153 | 0.836 | 3730 | 66 | 0.941 | 0.405 | 0 | 0 |
| 3187 | 49 | M | 2 | High School | Single | $120K + | Blue | 42 | 3 | 2 | 4 | 21144.000 | 1190 | 0.500 | 4895 | 66 | 0.784 | 0.056 | 0 | 0 |
| 3188 | 47 | M | 3 | NaN | NaN | $120K + | Blue | 36 | 1 | 3 | 4 | 3952.000 | 0 | 0.809 | 2066 | 37 | 0.233 | 0.000 | 1 | 1 |
| 3189 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 2 | 2 | 3518.000 | 2035 | 0.567 | 4034 | 82 | 0.673 | 0.578 | 0 | 0 |
| 3190 | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 5 | 1 | 2 | 17343.000 | 1280 | 1.314 | 3170 | 57 | 0.629 | 0.074 | 0 | 0 |
| 3191 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 33 | 4 | 1 | 2 | 3498.000 | 0 | 1.109 | 2512 | 56 | 0.867 | 0.000 | 0 | 0 |
| 3192 | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 25 | 4 | 1 | 3 | 9121.000 | 1426 | 0.666 | 4112 | 80 | 0.481 | 0.156 | 0 | 0 |
| 3193 | 36 | M | 1 | Uneducated | NaN | $120K + | Blue | 23 | 6 | 3 | 3 | 20230.000 | 798 | 0.592 | 4314 | 82 | 0.708 | 0.039 | 0 | 0 |
| 3194 | 44 | M | 3 | NaN | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 15422.000 | 864 | 0.578 | 2136 | 54 | 0.800 | 0.056 | 1 | 1 |
| 3195 | 47 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 9132.000 | 800 | 0.620 | 3809 | 71 | 0.511 | 0.088 | 0 | 0 |
| 3196 | 41 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 4 | 2 | 0 | 8054.000 | 1023 | 0.750 | 3374 | 45 | 0.875 | 0.127 | 0 | 0 |
| 3197 | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 2 | 3 | 1640.000 | 1444 | 0.423 | 1360 | 33 | 0.222 | 0.880 | 1 | 1 |
| 3198 | 48 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 41 | 3 | 3 | 4 | 8739.000 | 0 | 0.715 | 4276 | 69 | 0.769 | 0.000 | 0 | 0 |
| 3199 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 4 | 1818.000 | 0 | 0.672 | 2308 | 44 | 0.467 | 0.000 | 1 | 1 |
| 3200 | 46 | F | 4 | Uneducated | Single | abc | Blue | 33 | 3 | 3 | 3 | 24949.000 | 1749 | 0.626 | 4092 | 77 | 0.540 | 0.070 | 0 | 0 |
| 3201 | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 3115.000 | 1136 | 0.499 | 3704 | 70 | 0.458 | 0.365 | 0 | 0 |
| 3202 | 52 | M | 2 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 2 | 29695.000 | 1525 | 0.529 | 4109 | 71 | 0.614 | 0.051 | 0 | 0 |
| 3203 | 56 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 50 | 4 | 1 | 2 | 7261.000 | 1079 | 1.312 | 3723 | 58 | 1.071 | 0.149 | 0 | 0 |
| 3204 | 38 | F | 1 | NaN | Married | Less than $40K | Blue | 20 | 2 | 2 | 3 | 1621.000 | 580 | 0.421 | 1893 | 41 | 0.171 | 0.358 | 1 | 1 |
| 3205 | 41 | M | 0 | High School | Single | $80K - $120K | Blue | 31 | 3 | 5 | 2 | 33472.000 | 2517 | 0.633 | 4719 | 70 | 0.667 | 0.075 | 0 | 0 |
| 3206 | 51 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 11512.000 | 988 | 0.569 | 1842 | 32 | 1.133 | 0.086 | 0 | 0 |
| 3207 | 26 | F | 0 | NaN | NaN | abc | Blue | 18 | 3 | 3 | 3 | 12463.000 | 1319 | 0.655 | 3996 | 71 | 0.543 | 0.106 | 0 | 0 |
| 3208 | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 1 | 4 | 8511.000 | 0 | 0.880 | 3775 | 62 | 0.676 | 0.000 | 0 | 0 |
| 3209 | 41 | M | 5 | Graduate | Single | $60K - $80K | Blue | 28 | 5 | 1 | 4 | 4821.000 | 1426 | 0.898 | 3571 | 58 | 0.933 | 0.296 | 0 | 0 |
| 3210 | 57 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 45 | 4 | 1 | 2 | 2480.000 | 1584 | 0.874 | 3438 | 66 | 0.784 | 0.639 | 0 | 0 |
| 3211 | 44 | M | 4 | Graduate | Married | $120K + | Blue | 32 | 6 | 3 | 4 | 34516.000 | 2517 | 0.765 | 4228 | 83 | 0.596 | 0.073 | 0 | 0 |
| 3212 | 52 | M | 1 | Uneducated | Married | $120K + | Blue | 46 | 5 | 2 | 4 | 8596.000 | 2019 | 0.677 | 4017 | 80 | 0.600 | 0.235 | 0 | 0 |
| 3213 | 49 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 6 | 3 | 2 | 7223.000 | 1963 | 0.852 | 4127 | 70 | 0.842 | 0.272 | 0 | 0 |
| 3214 | 52 | M | 2 | NaN | Single | $60K - $80K | Blue | 39 | 3 | 2 | 3 | 1629.000 | 978 | 0.552 | 3766 | 83 | 0.694 | 0.600 | 0 | 0 |
| 3215 | 44 | F | 1 | NaN | Divorced | abc | Blue | 36 | 3 | 2 | 1 | 17116.000 | 1289 | 0.559 | 3632 | 50 | 0.923 | 0.075 | 0 | 0 |
| 3216 | 63 | M | 1 | High School | Married | $60K - $80K | Blue | 56 | 3 | 2 | 4 | 7216.000 | 2321 | 0.491 | 1734 | 38 | 0.583 | 0.322 | 0 | 0 |
| 3217 | 44 | M | 3 | College | Single | $60K - $80K | Silver | 32 | 4 | 1 | 3 | 28397.000 | 1421 | 0.635 | 1635 | 31 | 0.824 | 0.050 | 0 | 0 |
| 3218 | 53 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 43 | 1 | 3 | 2 | 13720.000 | 0 | 0.671 | 1830 | 36 | 0.241 | 0.000 | 1 | 1 |
| 3219 | 47 | F | 3 | NaN | Married | $40K - $60K | Blue | 41 | 5 | 3 | 3 | 7553.000 | 660 | 0.549 | 4079 | 67 | 0.457 | 0.087 | 0 | 0 |
| 3220 | 49 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 6 | 2 | 2952.000 | 2517 | 0.809 | 3830 | 77 | 0.510 | 0.853 | 0 | 0 |
| 3221 | 35 | M | 3 | High School | NaN | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 11229.000 | 1054 | 0.552 | 1898 | 36 | 1.571 | 0.094 | 0 | 0 |
| 3222 | 45 | M | 3 | College | Married | $40K - $60K | Blue | 39 | 3 | 2 | 4 | 7109.000 | 866 | 0.572 | 4047 | 75 | 0.667 | 0.122 | 0 | 0 |
| 3223 | 45 | M | 4 | NaN | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 1862.000 | 845 | 0.604 | 3520 | 68 | 0.889 | 0.454 | 0 | 0 |
| 3224 | 36 | M | 2 | College | Single | $60K - $80K | Blue | 22 | 5 | 3 | 3 | 4511.000 | 754 | 0.905 | 2597 | 71 | 0.919 | 0.167 | 0 | 0 |
| 3225 | 42 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 29 | 3 | 3 | 4 | 2533.000 | 1126 | 0.788 | 3436 | 74 | 0.574 | 0.445 | 0 | 0 |
| 3226 | 46 | M | 1 | Graduate | Divorced | $120K + | Blue | 30 | 6 | 2 | 2 | 2016.000 | 797 | 1.108 | 3772 | 62 | 0.879 | 0.395 | 0 | 0 |
| 3227 | 49 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 44 | 2 | 3 | 4 | 3893.000 | 0 | 0.662 | 1866 | 37 | 0.947 | 0.000 | 1 | 1 |
| 3228 | 50 | M | 0 | High School | Divorced | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 5530.000 | 2034 | 0.647 | 4836 | 68 | 0.744 | 0.368 | 0 | 0 |
| 3229 | 57 | F | 3 | Doctorate | Single | Less than $40K | Blue | 44 | 5 | 3 | 2 | 1737.000 | 813 | 0.756 | 3669 | 58 | 0.812 | 0.468 | 0 | 0 |
| 3230 | 46 | F | 0 | Graduate | Divorced | abc | Blue | 36 | 3 | 3 | 2 | 6853.000 | 1679 | 0.975 | 3543 | 52 | 1.000 | 0.245 | 0 | 0 |
| 3231 | 55 | M | 2 | High School | Divorced | $120K + | Blue | 42 | 3 | 2 | 2 | 34516.000 | 1190 | 0.832 | 2862 | 78 | 0.733 | 0.034 | 0 | 0 |
| 3232 | 38 | M | 2 | College | Single | $40K - $60K | Blue | 20 | 6 | 1 | 3 | 11068.000 | 1254 | 0.418 | 3812 | 64 | 0.641 | 0.113 | 0 | 0 |
| 3233 | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 5546.000 | 1829 | 0.673 | 1770 | 46 | 1.000 | 0.330 | 0 | 0 |
| 3234 | 48 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 41 | 2 | 3 | 4 | 7277.000 | 504 | 0.582 | 2356 | 40 | 0.290 | 0.069 | 1 | 1 |
| 3235 | 57 | M | 3 | Graduate | Single | $40K - $60K | Blue | 48 | 3 | 3 | 0 | 9426.000 | 1574 | 0.791 | 4212 | 75 | 0.531 | 0.167 | 0 | 0 |
| 3236 | 55 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 1594.000 | 927 | 0.985 | 3851 | 65 | 0.806 | 0.582 | 0 | 0 |
| 3237 | 47 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 43 | 3 | 2 | 2 | 2158.000 | 1170 | 0.730 | 4421 | 89 | 0.679 | 0.542 | 0 | 0 |
| 3238 | 37 | M | 3 | College | Single | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 3490.000 | 1421 | 1.125 | 3392 | 80 | 0.860 | 0.407 | 0 | 0 |
| 3239 | 48 | F | 5 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2364.000 | 1619 | 0.585 | 3230 | 65 | 0.711 | 0.685 | 0 | 0 |
| 3240 | 49 | F | 2 | High School | Married | abc | Blue | 36 | 6 | 2 | 3 | 15704.000 | 0 | 0.924 | 4253 | 91 | 0.685 | 0.000 | 0 | 0 |
| 3241 | 49 | M | 2 | Post-Graduate | NaN | $60K - $80K | Blue | 36 | 4 | 2 | 5 | 18253.000 | 2517 | 0.910 | 3737 | 73 | 0.587 | 0.138 | 0 | 0 |
| 3242 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 3696.000 | 0 | 0.916 | 3405 | 76 | 0.727 | 0.000 | 0 | 0 |
| 3243 | 52 | M | 1 | Graduate | Single | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 8748.000 | 2284 | 0.839 | 3533 | 73 | 0.587 | 0.261 | 0 | 0 |
| 3244 | 44 | F | 2 | Uneducated | Divorced | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 5608.000 | 1243 | 0.497 | 3829 | 74 | 0.396 | 0.222 | 0 | 0 |
| 3245 | 41 | M | 4 | NaN | Married | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 34516.000 | 0 | 0.743 | 3811 | 61 | 0.743 | 0.000 | 0 | 0 |
| 3246 | 51 | F | 1 | NaN | Single | Less than $40K | Blue | 42 | 4 | 3 | 3 | 3236.000 | 0 | 0.797 | 3952 | 80 | 0.739 | 0.000 | 0 | 0 |
| 3247 | 45 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 2736.000 | 2043 | 0.801 | 4550 | 84 | 0.750 | 0.747 | 0 | 0 |
| 3248 | 49 | F | 4 | NaN | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 5195.000 | 0 | 1.135 | 3313 | 69 | 0.769 | 0.000 | 0 | 0 |
| 3249 | 47 | M | 5 | NaN | Single | $120K + | Silver | 36 | 5 | 2 | 2 | 34516.000 | 1686 | 0.937 | 4039 | 72 | 0.756 | 0.049 | 0 | 0 |
| 3250 | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 6 | 3 | 1 | 6327.000 | 0 | 0.666 | 3653 | 77 | 0.674 | 0.000 | 0 | 0 |
| 3251 | 42 | M | 2 | Doctorate | NaN | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 4728.000 | 1386 | 0.756 | 4077 | 70 | 0.628 | 0.293 | 0 | 0 |
| 3252 | 62 | M | 1 | NaN | Single | $80K - $120K | Blue | 55 | 6 | 1 | 4 | 34516.000 | 2517 | 0.945 | 3975 | 63 | 0.537 | 0.073 | 0 | 0 |
| 3253 | 32 | M | 1 | NaN | Single | $120K + | Blue | 18 | 5 | 3 | 2 | 6276.000 | 2289 | 0.637 | 2637 | 68 | 0.388 | 0.365 | 0 | 0 |
| 3254 | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 13430.000 | 2356 | 0.718 | 3717 | 67 | 0.675 | 0.175 | 0 | 0 |
| 3255 | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 2796.000 | 0 | 0.563 | 4820 | 74 | 0.644 | 0.000 | 0 | 0 |
| 3256 | 46 | M | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 3 | 3 | 2457.000 | 1051 | 0.982 | 3256 | 71 | 0.919 | 0.428 | 0 | 0 |
| 3257 | 62 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 7075.000 | 1396 | 0.532 | 4409 | 75 | 0.531 | 0.197 | 0 | 0 |
| 3258 | 42 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 12386.000 | 980 | 0.656 | 3274 | 69 | 0.568 | 0.079 | 0 | 0 |
| 3259 | 39 | M | 4 | College | Single | $80K - $120K | Blue | 31 | 4 | 3 | 2 | 32210.000 | 1115 | 0.620 | 1821 | 53 | 0.514 | 0.035 | 0 | 0 |
| 3260 | 59 | M | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 4 | 3 | 2 | 2136.000 | 1502 | 0.648 | 1908 | 37 | 0.370 | 0.703 | 0 | 1 |
| 3261 | 43 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 10851.000 | 1101 | 0.702 | 3688 | 65 | 0.757 | 0.101 | 0 | 0 |
| 3262 | 52 | M | 1 | NaN | Divorced | $120K + | Blue | 41 | 6 | 1 | 2 | 2717.000 | 1953 | 0.809 | 3974 | 70 | 0.556 | 0.719 | 0 | 0 |
| 3263 | 59 | F | 2 | High School | Single | abc | Blue | 52 | 4 | 2 | 4 | 3578.000 | 663 | 0.674 | 4065 | 79 | 0.646 | 0.185 | 0 | 0 |
| 3264 | 60 | M | 1 | NaN | Single | $60K - $80K | Blue | 50 | 4 | 3 | 0 | 10698.000 | 1790 | 0.981 | 4095 | 67 | 0.914 | 0.167 | 0 | 0 |
| 3265 | 48 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 2 | 4668.000 | 0 | 0.896 | 4163 | 77 | 0.453 | 0.000 | 0 | 0 |
| 3266 | 40 | F | 3 | College | Divorced | abc | Blue | 36 | 5 | 2 | 4 | 6772.000 | 0 | 0.483 | 3658 | 66 | 0.650 | 0.000 | 0 | 0 |
| 3267 | 55 | M | 1 | College | Single | $80K - $120K | Blue | 42 | 5 | 2 | 4 | 10696.000 | 1206 | 0.958 | 2489 | 38 | 0.900 | 0.113 | 0 | 1 |
| 3268 | 48 | M | 3 | High School | Single | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 11851.000 | 0 | 0.430 | 4498 | 73 | 0.622 | 0.000 | 0 | 0 |
| 3269 | 36 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 31 | 3 | 3 | 2 | 11558.000 | 0 | 0.545 | 2220 | 53 | 0.828 | 0.000 | 0 | 1 |
| 3270 | 49 | M | 3 | High School | NaN | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 9551.000 | 1833 | 1.675 | 3213 | 52 | 1.476 | 0.192 | 0 | 0 |
| 3271 | 40 | M | 2 | High School | NaN | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 29923.000 | 0 | 0.937 | 2528 | 52 | 0.793 | 0.000 | 0 | 1 |
| 3272 | 54 | F | 3 | Doctorate | NaN | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1438.300 | 0 | 0.499 | 1598 | 40 | 0.290 | 0.000 | 1 | 1 |
| 3273 | 40 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 4 | 2 | 5 | 34516.000 | 1329 | 0.574 | 3906 | 77 | 0.510 | 0.039 | 0 | 0 |
| 3274 | 63 | M | 0 | College | Single | $80K - $120K | Blue | 56 | 6 | 2 | 2 | 9033.000 | 0 | 0.780 | 4456 | 85 | 0.635 | 0.000 | 0 | 0 |
| 3275 | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3675.000 | 2517 | 0.766 | 1913 | 35 | 0.667 | 0.685 | 1 | 1 |
| 3276 | 44 | M | 2 | High School | Married | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 9183.000 | 2191 | 0.582 | 4503 | 69 | 0.643 | 0.239 | 0 | 0 |
| 3277 | 45 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 7924.000 | 1896 | 1.161 | 3270 | 58 | 0.933 | 0.239 | 0 | 0 |
| 3278 | 36 | F | 3 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 0 | 5383.000 | 737 | 0.956 | 2934 | 80 | 0.633 | 0.137 | 0 | 0 |
| 3279 | 45 | F | 3 | Graduate | Single | $40K - $60K | Silver | 39 | 5 | 2 | 4 | 21425.000 | 1459 | 1.061 | 3704 | 60 | 0.538 | 0.068 | 0 | 0 |
| 3280 | 38 | M | 3 | NaN | NaN | $80K - $120K | Blue | 26 | 6 | 1 | 3 | 32866.000 | 2098 | 0.549 | 3788 | 76 | 0.689 | 0.064 | 0 | 0 |
| 3281 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1438.300 | 0 | 0.978 | 3966 | 57 | 0.781 | 0.000 | 0 | 0 |
| 3282 | 35 | M | 1 | Doctorate | Single | $40K - $60K | Blue | 24 | 6 | 3 | 2 | 10467.000 | 1961 | 0.713 | 2665 | 65 | 0.667 | 0.187 | 0 | 0 |
| 3283 | 55 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 2 | 12856.000 | 0 | 0.510 | 3364 | 61 | 0.564 | 0.000 | 0 | 0 |
| 3284 | 61 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 3 | 3 | 4 | 9721.000 | 0 | 0.826 | 2260 | 46 | 1.000 | 0.000 | 1 | 1 |
| 3285 | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 2 | 3 | 4 | 3981.000 | 0 | 0.764 | 2134 | 42 | 0.355 | 0.000 | 1 | 1 |
| 3286 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 6 | 3 | 4 | 7587.000 | 0 | 0.820 | 3157 | 59 | 0.844 | 0.000 | 0 | 0 |
| 3287 | 51 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 6 | 5 | 2 | 3417.000 | 1482 | 0.705 | 3651 | 60 | 0.818 | 0.434 | 0 | 0 |
| 3288 | 48 | F | 2 | NaN | Single | abc | Blue | 40 | 3 | 3 | 4 | 8012.000 | 0 | 0.596 | 2645 | 63 | 0.800 | 0.000 | 0 | 0 |
| 3289 | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 5 | 3812.000 | 2517 | 0.586 | 2325 | 45 | 0.731 | 0.660 | 1 | 1 |
| 3290 | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 21378.000 | 1284 | 1.101 | 3526 | 64 | 0.684 | 0.060 | 0 | 0 |
| 3291 | 54 | F | 1 | Graduate | Single | Less than $40K | Silver | 47 | 6 | 3 | 4 | 12873.000 | 0 | 1.005 | 3170 | 70 | 0.842 | 0.000 | 0 | 0 |
| 3292 | 46 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 5 | 3 | 1 | 20229.000 | 1217 | 0.741 | 4270 | 62 | 0.550 | 0.060 | 0 | 0 |
| 3293 | 34 | F | 2 | NaN | Single | Less than $40K | Blue | 29 | 3 | 1 | 0 | 5387.000 | 795 | 0.837 | 2596 | 59 | 1.034 | 0.148 | 0 | 0 |
| 3294 | 46 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 34 | 5 | 3 | 4 | 16546.000 | 1850 | 0.729 | 4255 | 75 | 0.562 | 0.112 | 0 | 0 |
| 3295 | 48 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 11191.000 | 0 | 0.580 | 3914 | 71 | 0.775 | 0.000 | 0 | 0 |
| 3296 | 45 | M | 3 | High School | Divorced | $60K - $80K | Blue | 40 | 4 | 1 | 2 | 17576.000 | 0 | 0.667 | 3494 | 67 | 0.718 | 0.000 | 0 | 0 |
| 3297 | 65 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 4182.000 | 0 | 0.691 | 4046 | 57 | 0.629 | 0.000 | 0 | 0 |
| 3298 | 45 | M | 0 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 5 | 2 | 10271.000 | 1746 | 0.661 | 3696 | 72 | 0.600 | 0.170 | 0 | 0 |
| 3299 | 40 | F | 3 | NaN | Single | Less than $40K | Blue | 28 | 3 | 1 | 4 | 1647.000 | 1198 | 0.760 | 4272 | 76 | 0.810 | 0.727 | 0 | 0 |
| 3300 | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1560.000 | 995 | 0.615 | 1936 | 58 | 0.657 | 0.638 | 0 | 0 |
| 3301 | 40 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 3 | 2 | 2 | 1659.000 | 0 | 0.585 | 3838 | 66 | 0.692 | 0.000 | 0 | 0 |
| 3302 | 38 | M | 1 | High School | Single | $120K + | Blue | 27 | 6 | 2 | 2 | 22487.000 | 889 | 0.528 | 4960 | 73 | 0.460 | 0.040 | 0 | 0 |
| 3303 | 36 | M | 0 | Graduate | NaN | Less than $40K | Blue | 23 | 5 | 2 | 4 | 5403.000 | 1854 | 0.712 | 4382 | 74 | 0.542 | 0.343 | 0 | 0 |
| 3304 | 54 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 4717.000 | 1590 | 0.802 | 4216 | 67 | 0.595 | 0.337 | 0 | 0 |
| 3305 | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 5180.000 | 1211 | 0.809 | 3447 | 74 | 0.850 | 0.234 | 0 | 0 |
| 3306 | 50 | M | 2 | High School | Single | $80K - $120K | Blue | 38 | 1 | 2 | 3 | 4915.000 | 464 | 0.242 | 1474 | 36 | 0.091 | 0.094 | 1 | 1 |
| 3307 | 41 | M | 4 | High School | Married | $80K - $120K | Blue | 29 | 4 | 2 | 1 | 12154.000 | 2517 | 0.864 | 3853 | 71 | 0.775 | 0.207 | 0 | 0 |
| 3308 | 46 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 3258.000 | 0 | 0.784 | 3169 | 67 | 0.489 | 0.000 | 0 | 0 |
| 3309 | 44 | F | 5 | High School | NaN | abc | Blue | 33 | 4 | 3 | 2 | 13349.000 | 0 | 0.882 | 3534 | 78 | 0.902 | 0.000 | 0 | 0 |
| 3310 | 50 | M | 4 | Graduate | Single | $120K + | Silver | 32 | 5 | 3 | 2 | 34516.000 | 0 | 0.321 | 1480 | 37 | 0.276 | 0.000 | 1 | 1 |
| 3311 | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 3 | 5 | 3 | 31458.000 | 1202 | 0.673 | 4202 | 66 | 0.610 | 0.038 | 0 | 0 |
| 3312 | 40 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1438.300 | 0 | 0.785 | 3308 | 54 | 1.000 | 0.000 | 0 | 0 |
| 3313 | 46 | F | 4 | Uneducated | Married | Less than $40K | Silver | 36 | 3 | 1 | 4 | 10961.000 | 1391 | 0.662 | 3914 | 77 | 0.750 | 0.127 | 0 | 0 |
| 3314 | 48 | M | 2 | NaN | NaN | $60K - $80K | Blue | 44 | 4 | 3 | 3 | 8904.000 | 1886 | 0.945 | 3654 | 65 | 0.757 | 0.212 | 0 | 0 |
| 3315 | 47 | M | 4 | High School | Married | $40K - $60K | Blue | 40 | 4 | 2 | 3 | 2498.000 | 2258 | 0.992 | 1839 | 29 | 0.706 | 0.904 | 0 | 0 |
| 3316 | 42 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 38 | 6 | 1 | 1 | 16105.000 | 724 | 0.949 | 4631 | 76 | 0.767 | 0.045 | 0 | 0 |
| 3317 | 43 | F | 3 | Graduate | NaN | abc | Silver | 33 | 3 | 1 | 3 | 34516.000 | 1858 | 0.622 | 4197 | 67 | 0.523 | 0.054 | 0 | 0 |
| 3318 | 49 | F | 3 | Graduate | NaN | abc | Blue | 44 | 5 | 2 | 1 | 2222.000 | 694 | 0.903 | 4372 | 65 | 0.711 | 0.312 | 0 | 0 |
| 3319 | 46 | F | 4 | Graduate | Married | abc | Blue | 38 | 3 | 2 | 3 | 16815.000 | 0 | 0.938 | 2976 | 65 | 0.512 | 0.000 | 0 | 0 |
| 3320 | 41 | F | 3 | NaN | Married | abc | Blue | 35 | 2 | 3 | 5 | 11538.000 | 0 | 0.507 | 1926 | 53 | 0.432 | 0.000 | 1 | 1 |
| 3321 | 45 | M | 2 | Graduate | Divorced | $40K - $60K | Blue | 36 | 2 | 2 | 4 | 9569.000 | 0 | 0.598 | 1724 | 35 | 0.250 | 0.000 | 1 | 1 |
| 3322 | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 3340.000 | 1282 | 0.724 | 4526 | 82 | 0.547 | 0.384 | 0 | 0 |
| 3323 | 40 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 6 | 2 | 3 | 3654.000 | 1172 | 0.938 | 4003 | 67 | 0.595 | 0.321 | 0 | 0 |
| 3324 | 49 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 4 | 2 | 0 | 10541.000 | 1387 | 0.720 | 4269 | 92 | 0.614 | 0.132 | 0 | 0 |
| 3325 | 51 | M | 4 | Uneducated | Single | $120K + | Silver | 39 | 5 | 2 | 1 | 34516.000 | 1959 | 0.888 | 3997 | 54 | 0.929 | 0.057 | 0 | 0 |
| 3326 | 43 | F | 4 | Graduate | Single | abc | Silver | 36 | 4 | 3 | 4 | 34516.000 | 1893 | 0.748 | 3639 | 76 | 1.000 | 0.055 | 0 | 0 |
| 3327 | 45 | M | 2 | Graduate | Single | $80K - $120K | Blue | 39 | 6 | 3 | 3 | 1613.000 | 0 | 0.635 | 3549 | 65 | 0.444 | 0.000 | 0 | 0 |
| 3328 | 38 | M | 3 | College | Single | $80K - $120K | Blue | 26 | 3 | 3 | 2 | 1438.300 | 0 | 0.399 | 1585 | 32 | 0.455 | 0.000 | 1 | 1 |
| 3329 | 40 | F | 2 | Uneducated | Married | abc | Blue | 29 | 5 | 3 | 3 | 13126.000 | 0 | 0.725 | 4496 | 61 | 0.848 | 0.000 | 0 | 0 |
| 3330 | 49 | M | 4 | College | Divorced | $40K - $60K | Blue | 43 | 3 | 2 | 3 | 1922.000 | 710 | 0.951 | 2920 | 46 | 1.421 | 0.369 | 0 | 1 |
| 3331 | 45 | F | 3 | Graduate | NaN | Less than $40K | Silver | 36 | 3 | 2 | 2 | 14521.000 | 0 | 0.410 | 4178 | 66 | 0.467 | 0.000 | 0 | 0 |
| 3332 | 63 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 6 | 3 | 1931.000 | 1531 | 0.778 | 2288 | 48 | 0.714 | 0.793 | 1 | 1 |
| 3333 | 43 | M | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 5 | 3 | 5 | 8513.000 | 1042 | 0.702 | 2015 | 37 | 0.682 | 0.122 | 0 | 1 |
| 3334 | 50 | M | 1 | High School | Single | $40K - $60K | Blue | 39 | 4 | 1 | 1 | 2421.000 | 1029 | 0.675 | 2377 | 56 | 0.750 | 0.425 | 0 | 1 |
| 3335 | 47 | F | 5 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1478.000 | 792 | 0.873 | 4123 | 67 | 0.489 | 0.536 | 0 | 0 |
| 3336 | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 4 | 2466.000 | 0 | 1.077 | 4059 | 66 | 0.650 | 0.000 | 0 | 0 |
| 3337 | 30 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2501.000 | 1845 | 0.668 | 2933 | 65 | 0.806 | 0.738 | 0 | 0 |
| 3338 | 41 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 30 | 4 | 1 | 3 | 13602.000 | 0 | 0.699 | 3582 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3339 | 38 | M | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 3 | 2 | 3094.000 | 1317 | 0.957 | 3607 | 81 | 0.884 | 0.426 | 0 | 0 |
| 3340 | 44 | F | 2 | High School | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 2485.000 | 1489 | 0.779 | 3697 | 77 | 0.833 | 0.599 | 0 | 0 |
| 3341 | 50 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 39 | 6 | 3 | 4 | 14817.000 | 1463 | 0.795 | 4014 | 70 | 0.628 | 0.099 | 0 | 0 |
| 3342 | 50 | M | 3 | NaN | Married | $80K - $120K | Blue | 39 | 5 | 3 | 4 | 13824.000 | 1582 | 0.522 | 4630 | 74 | 0.644 | 0.114 | 0 | 0 |
| 3343 | 46 | F | 4 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 2 | 1438.300 | 0 | 0.749 | 3880 | 74 | 0.721 | 0.000 | 0 | 0 |
| 3344 | 51 | M | 0 | NaN | Married | $60K - $80K | Blue | 43 | 4 | 1 | 2 | 3797.000 | 1202 | 0.695 | 4191 | 65 | 0.757 | 0.317 | 0 | 0 |
| 3345 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 6189.000 | 0 | 0.538 | 5004 | 65 | 0.806 | 0.000 | 0 | 0 |
| 3346 | 40 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 22956.000 | 1407 | 0.709 | 5554 | 64 | 0.600 | 0.061 | 0 | 1 |
| 3347 | 49 | F | 1 | NaN | Married | $40K - $60K | Blue | 37 | 5 | 2 | 4 | 3943.000 | 1135 | 0.672 | 4180 | 82 | 0.783 | 0.288 | 0 | 0 |
| 3348 | 54 | M | 2 | Post-Graduate | Divorced | $120K + | Blue | 43 | 3 | 2 | 2 | 5569.000 | 968 | 0.949 | 2600 | 60 | 0.714 | 0.174 | 0 | 0 |
| 3349 | 50 | M | 1 | College | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 2418.000 | 1720 | 1.019 | 3896 | 58 | 0.812 | 0.711 | 0 | 0 |
| 3350 | 45 | M | 4 | NaN | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1963.000 | 1549 | 0.778 | 3718 | 75 | 0.596 | 0.789 | 0 | 0 |
| 3351 | 46 | F | 2 | High School | NaN | abc | Blue | 32 | 4 | 1 | 3 | 7966.000 | 1423 | 0.987 | 3780 | 75 | 0.923 | 0.179 | 0 | 0 |
| 3352 | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 1 | 3 | 7742.000 | 2024 | 0.929 | 3507 | 69 | 0.568 | 0.261 | 0 | 0 |
| 3353 | 63 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2074.000 | 1688 | 0.620 | 4232 | 75 | 0.500 | 0.814 | 0 | 0 |
| 3354 | 54 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 34 | 2 | 3 | 4 | 4948.000 | 0 | 0.392 | 1796 | 41 | 0.519 | 0.000 | 1 | 1 |
| 3355 | 51 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 4988.000 | 0 | 0.619 | 3890 | 74 | 0.644 | 0.000 | 0 | 0 |
| 3356 | 60 | M | 1 | Graduate | Single | $60K - $80K | Silver | 42 | 4 | 3 | 4 | 28701.000 | 0 | 1.165 | 3516 | 57 | 0.727 | 0.000 | 0 | 0 |
| 3357 | 30 | M | 0 | NaN | Single | $40K - $60K | Blue | 20 | 3 | 1 | 3 | 6607.000 | 2517 | 0.854 | 3046 | 73 | 0.780 | 0.381 | 0 | 0 |
| 3358 | 44 | M | 5 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 5 | 2 | 0 | 16034.000 | 1597 | 0.775 | 3628 | 59 | 0.903 | 0.100 | 0 | 0 |
| 3359 | 33 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 24149.000 | 1848 | 0.731 | 2584 | 66 | 0.833 | 0.077 | 0 | 0 |
| 3360 | 40 | F | 2 | Uneducated | NaN | $40K - $60K | Silver | 28 | 5 | 3 | 4 | 16903.000 | 1507 | 0.970 | 3819 | 61 | 0.525 | 0.089 | 0 | 0 |
| 3361 | 52 | M | 3 | College | Married | $60K - $80K | Blue | 48 | 5 | 1 | 2 | 1438.300 | 0 | 0.618 | 3769 | 73 | 0.659 | 0.000 | 0 | 0 |
| 3362 | 39 | M | 5 | Graduate | Single | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 24657.000 | 633 | 0.358 | 1954 | 46 | 0.394 | 0.026 | 1 | 1 |
| 3363 | 51 | F | 3 | NaN | Single | $40K - $60K | Blue | 38 | 3 | 3 | 3 | 5026.000 | 0 | 0.564 | 1844 | 37 | 0.609 | 0.000 | 1 | 1 |
| 3364 | 51 | F | 1 | Graduate | Single | abc | Blue | 41 | 3 | 2 | 2 | 9352.000 | 1429 | 0.728 | 3536 | 71 | 0.690 | 0.153 | 0 | 0 |
| 3365 | 46 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 4939.000 | 1296 | 0.911 | 2150 | 43 | 0.870 | 0.262 | 0 | 0 |
| 3366 | 44 | M | 3 | Graduate | Married | $40K - $60K | Blue | 40 | 2 | 2 | 6 | 9502.000 | 2457 | 0.915 | 2310 | 57 | 0.676 | 0.259 | 1 | 1 |
| 3367 | 62 | F | 0 | Doctorate | Single | Less than $40K | Blue | 50 | 6 | 3 | 5 | 2936.000 | 326 | 0.935 | 2692 | 29 | 0.526 | 0.111 | 1 | 1 |
| 3368 | 53 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 47 | 6 | 1 | 1 | 22855.000 | 0 | 0.741 | 3711 | 83 | 0.804 | 0.000 | 0 | 0 |
| 3369 | 47 | F | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 4 | 1 | 4 | 6602.000 | 1224 | 0.665 | 3163 | 73 | 0.825 | 0.185 | 0 | 0 |
| 3370 | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 3 | 3 | 2 | 3728.000 | 0 | 0.358 | 1632 | 42 | 0.448 | 0.000 | 1 | 1 |
| 3371 | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 33 | 5 | 2 | 0 | 2021.000 | 1731 | 0.986 | 3253 | 62 | 0.722 | 0.857 | 0 | 0 |
| 3372 | 47 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 2255.000 | 1733 | 0.903 | 4772 | 83 | 0.729 | 0.769 | 0 | 0 |
| 3373 | 41 | F | 2 | Graduate | Single | Less than $40K | Gold | 36 | 5 | 3 | 4 | 15704.000 | 1991 | 0.699 | 4487 | 71 | 0.543 | 0.127 | 0 | 0 |
| 3374 | 46 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 5746.000 | 1572 | 0.937 | 3446 | 56 | 1.000 | 0.274 | 0 | 0 |
| 3375 | 36 | M | 3 | NaN | Single | $40K - $60K | Blue | 22 | 3 | 6 | 3 | 8436.000 | 2517 | 0.807 | 2627 | 63 | 1.032 | 0.298 | 0 | 0 |
| 3376 | 47 | F | 1 | Doctorate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1438.300 | 0 | 0.838 | 2584 | 42 | 0.448 | 0.000 | 1 | 1 |
| 3377 | 56 | F | 3 | High School | Single | Less than $40K | Blue | 48 | 6 | 5 | 3 | 8340.000 | 1902 | 0.810 | 3755 | 77 | 0.833 | 0.228 | 0 | 0 |
| 3378 | 54 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 47 | 6 | 2 | 4 | 15108.000 | 1288 | 0.684 | 3713 | 65 | 0.512 | 0.085 | 0 | 0 |
| 3379 | 42 | F | 3 | Graduate | Single | $40K - $60K | Silver | 26 | 6 | 2 | 2 | 15104.000 | 1204 | 0.824 | 4259 | 79 | 0.580 | 0.080 | 0 | 0 |
| 3380 | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 2490.000 | 1281 | 0.551 | 1902 | 34 | 0.619 | 0.514 | 0 | 1 |
| 3381 | 45 | M | 1 | Graduate | Married | Less than $40K | Blue | 33 | 4 | 3 | 4 | 2009.000 | 1795 | 0.645 | 3172 | 55 | 0.719 | 0.893 | 0 | 0 |
| 3382 | 52 | M | 2 | Graduate | Single | $120K + | Blue | 41 | 1 | 3 | 1 | 31668.000 | 810 | 0.643 | 1822 | 36 | 0.500 | 0.026 | 1 | 1 |
| 3383 | 46 | M | 4 | NaN | Married | $60K - $80K | Blue | 29 | 6 | 3 | 2 | 5735.000 | 2410 | 0.616 | 3908 | 75 | 0.630 | 0.420 | 0 | 0 |
| 3384 | 48 | M | 3 | High School | NaN | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 7633.000 | 1707 | 0.529 | 1807 | 58 | 0.657 | 0.224 | 0 | 0 |
| 3385 | 46 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 23642.000 | 2049 | 0.719 | 3139 | 54 | 0.636 | 0.087 | 0 | 0 |
| 3386 | 42 | M | 3 | NaN | Married | $40K - $60K | Blue | 29 | 4 | 3 | 4 | 6698.000 | 1327 | 0.798 | 4065 | 77 | 0.711 | 0.198 | 0 | 0 |
| 3387 | 45 | F | 2 | NaN | Single | Less than $40K | Blue | 27 | 6 | 3 | 3 | 1438.300 | 0 | 0.683 | 2598 | 59 | 0.595 | 0.000 | 0 | 1 |
| 3388 | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1438.300 | 1002 | 1.306 | 2004 | 25 | 0.667 | 0.697 | 0 | 0 |
| 3389 | 50 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2563.000 | 1860 | 0.680 | 3774 | 83 | 0.804 | 0.726 | 0 | 0 |
| 3390 | 39 | F | 1 | Post-Graduate | Single | $40K - $60K | Silver | 32 | 5 | 2 | 3 | 17814.000 | 0 | 0.820 | 4712 | 76 | 0.689 | 0.000 | 0 | 0 |
| 3391 | 45 | F | 2 | Doctorate | Single | abc | Blue | 36 | 4 | 2 | 4 | 7738.000 | 947 | 0.845 | 4255 | 61 | 0.694 | 0.122 | 0 | 0 |
| 3392 | 52 | M | 0 | NaN | Single | $120K + | Blue | 48 | 4 | 5 | 5 | 13114.000 | 2247 | 1.003 | 2474 | 51 | 0.417 | 0.171 | 1 | 1 |
| 3393 | 42 | M | 2 | NaN | Married | $120K + | Blue | 31 | 3 | 2 | 4 | 34516.000 | 1067 | 0.487 | 4281 | 72 | 0.636 | 0.031 | 0 | 0 |
| 3394 | 49 | F | 3 | Graduate | Single | abc | Blue | 37 | 4 | 3 | 4 | 17345.000 | 545 | 0.905 | 3523 | 64 | 0.829 | 0.031 | 0 | 0 |
| 3395 | 51 | M | 2 | College | Single | $120K + | Blue | 40 | 6 | 3 | 3 | 8706.000 | 868 | 0.991 | 3203 | 54 | 0.929 | 0.100 | 0 | 0 |
| 3396 | 48 | M | 3 | High School | Single | $60K - $80K | Blue | 44 | 5 | 1 | 1 | 19272.000 | 1519 | 0.557 | 3398 | 67 | 0.763 | 0.079 | 0 | 0 |
| 3397 | 52 | F | 3 | High School | Married | abc | Blue | 43 | 4 | 3 | 2 | 4798.000 | 0 | 0.583 | 3967 | 72 | 0.636 | 0.000 | 0 | 0 |
| 3398 | 43 | M | 3 | High School | Single | $60K - $80K | Blue | 38 | 2 | 3 | 2 | 12254.000 | 0 | 0.705 | 2129 | 42 | 0.355 | 0.000 | 1 | 1 |
| 3399 | 49 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 9549.000 | 0 | 0.712 | 4629 | 76 | 0.652 | 0.000 | 0 | 0 |
| 3400 | 37 | M | 2 | Uneducated | Divorced | Less than $40K | Silver | 36 | 3 | 3 | 2 | 11568.000 | 1846 | 0.755 | 1701 | 44 | 1.095 | 0.160 | 0 | 0 |
| 3401 | 48 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 4 | 6197.000 | 1219 | 0.552 | 3825 | 67 | 0.675 | 0.197 | 0 | 0 |
| 3402 | 40 | M | 3 | Graduate | Married | $80K - $120K | Silver | 27 | 3 | 1 | 2 | 34516.000 | 0 | 0.834 | 3193 | 53 | 0.559 | 0.000 | 0 | 1 |
| 3403 | 49 | M | 2 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 5137.000 | 0 | 0.612 | 2043 | 52 | 1.000 | 0.000 | 0 | 1 |
| 3404 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 26 | 4 | 3 | 0 | 1791.000 | 1337 | 0.763 | 3592 | 46 | 0.917 | 0.747 | 0 | 0 |
| 3405 | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 7238.000 | 2111 | 1.085 | 2025 | 36 | 1.118 | 0.292 | 0 | 0 |
| 3406 | 50 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 6 | 2 | 4 | 4514.000 | 2016 | 0.313 | 4107 | 59 | 0.639 | 0.447 | 0 | 0 |
| 3407 | 44 | F | 4 | Uneducated | Married | abc | Blue | 38 | 6 | 1 | 2 | 5366.000 | 968 | 0.992 | 4558 | 56 | 0.750 | 0.180 | 0 | 0 |
| 3408 | 47 | M | 3 | NaN | Divorced | $60K - $80K | Silver | 35 | 4 | 2 | 5 | 29812.000 | 2031 | 0.767 | 2385 | 50 | 0.515 | 0.068 | 0 | 1 |
| 3409 | 48 | F | 2 | Graduate | Married | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 9559.000 | 1514 | 0.716 | 4064 | 70 | 0.556 | 0.158 | 0 | 0 |
| 3410 | 49 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 6 | 2 | 5 | 8353.000 | 1535 | 1.323 | 4200 | 83 | 0.804 | 0.184 | 0 | 0 |
| 3411 | 51 | F | 5 | NaN | Married | Less than $40K | Blue | 39 | 6 | 2 | 4 | 5455.000 | 1217 | 0.660 | 3863 | 67 | 0.811 | 0.223 | 0 | 0 |
| 3412 | 59 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 45 | 6 | 3 | 3 | 9899.000 | 2023 | 0.445 | 4579 | 73 | 0.622 | 0.204 | 0 | 0 |
| 3413 | 45 | M | 4 | Graduate | Single | $40K - $60K | Silver | 37 | 4 | 3 | 4 | 15578.000 | 0 | 0.716 | 4449 | 81 | 0.723 | 0.000 | 0 | 0 |
| 3414 | 50 | F | 1 | Graduate | Married | abc | Blue | 41 | 6 | 2 | 2 | 15641.000 | 2379 | 0.816 | 3769 | 76 | 0.617 | 0.152 | 0 | 0 |
| 3415 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 42 | 4 | 2 | 0 | 3504.000 | 1698 | 0.575 | 4439 | 70 | 0.628 | 0.485 | 0 | 0 |
| 3416 | 47 | M | 1 | NaN | Divorced | $80K - $120K | Blue | 38 | 5 | 3 | 5 | 18432.000 | 1422 | 1.357 | 2748 | 58 | 0.933 | 0.077 | 0 | 0 |
| 3417 | 46 | M | 4 | College | Single | $60K - $80K | Blue | 34 | 5 | 3 | 4 | 2369.000 | 1405 | 0.624 | 3034 | 51 | 0.889 | 0.593 | 0 | 1 |
| 3418 | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 55 | 1 | 5 | 5 | 10882.000 | 2517 | 0.266 | 1861 | 46 | 0.278 | 0.231 | 1 | 1 |
| 3419 | 38 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 3509.000 | 1819 | 0.894 | 4712 | 84 | 0.909 | 0.518 | 0 | 0 |
| 3420 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 6 | 3 | 4 | 2469.000 | 1491 | 0.869 | 4351 | 62 | 0.632 | 0.604 | 0 | 0 |
| 3421 | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 27 | 5 | 3 | 4 | 14335.000 | 938 | 0.445 | 3610 | 75 | 0.531 | 0.065 | 0 | 0 |
| 3422 | 47 | M | 3 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 2 | 4005.000 | 1985 | 1.356 | 2344 | 34 | 0.700 | 0.496 | 0 | 0 |
| 3423 | 49 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 1976.000 | 1694 | 1.054 | 3675 | 81 | 0.841 | 0.857 | 0 | 0 |
| 3424 | 39 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3664.000 | 0 | 0.419 | 1479 | 44 | 0.913 | 0.000 | 1 | 1 |
| 3425 | 44 | F | 2 | NaN | Married | Less than $40K | Blue | 30 | 3 | 1 | 4 | 3734.000 | 0 | 0.954 | 3144 | 62 | 0.722 | 0.000 | 0 | 0 |
| 3426 | 40 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 6033.000 | 0 | 0.834 | 4505 | 74 | 0.721 | 0.000 | 0 | 0 |
| 3427 | 56 | M | 3 | High School | Married | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 4531.000 | 0 | 0.491 | 1425 | 27 | 1.077 | 0.000 | 0 | 0 |
| 3428 | 45 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 36 | 4 | 4 | 3 | 6245.000 | 0 | 0.554 | 2521 | 50 | 0.667 | 0.000 | 0 | 1 |
| 3429 | 37 | M | 5 | Doctorate | Single | $80K - $120K | Silver | 36 | 4 | 1 | 1 | 34516.000 | 0 | 0.711 | 2681 | 55 | 0.618 | 0.000 | 0 | 0 |
| 3430 | 42 | M | 5 | Graduate | Married | $60K - $80K | Blue | 27 | 3 | 2 | 3 | 11880.000 | 2025 | 0.835 | 1789 | 42 | 1.471 | 0.170 | 0 | 0 |
| 3431 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 5 | 2 | 3 | 4188.000 | 0 | 0.565 | 3492 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3432 | 59 | F | 2 | Uneducated | Single | Less than $40K | Blue | 54 | 5 | 1 | 2 | 9344.000 | 1334 | 0.375 | 4154 | 60 | 0.818 | 0.143 | 0 | 0 |
| 3433 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 24126.000 | 948 | 0.616 | 3342 | 52 | 0.677 | 0.039 | 0 | 1 |
| 3434 | 46 | M | 5 | High School | NaN | $120K + | Blue | 26 | 4 | 3 | 3 | 34516.000 | 772 | 0.979 | 3699 | 77 | 0.878 | 0.022 | 0 | 0 |
| 3435 | 28 | M | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 4 | 2295.000 | 1015 | 1.040 | 3366 | 82 | 0.708 | 0.442 | 0 | 0 |
| 3436 | 47 | F | 3 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 3 | 6 | 5496.000 | 0 | 0.548 | 1913 | 34 | 0.308 | 0.000 | 1 | 1 |
| 3437 | 54 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 12342.000 | 0 | 0.431 | 1430 | 37 | 0.423 | 0.000 | 1 | 1 |
| 3438 | 55 | F | 1 | College | NaN | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1928.000 | 1125 | 0.911 | 2190 | 30 | 0.667 | 0.584 | 0 | 0 |
| 3439 | 62 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 49 | 4 | 1 | 2 | 12814.000 | 1010 | 0.869 | 3566 | 76 | 0.551 | 0.079 | 0 | 0 |
| 3440 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 6 | 2 | 4 | 5242.000 | 1465 | 1.025 | 4098 | 68 | 0.789 | 0.279 | 0 | 0 |
| 3441 | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 2 | 2 | 8808.000 | 390 | 0.628 | 1905 | 42 | 0.448 | 0.044 | 1 | 1 |
| 3442 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 2 | 4469.000 | 2002 | 0.669 | 2111 | 38 | 0.462 | 0.448 | 0 | 1 |
| 3443 | 51 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 44 | 5 | 2 | 4 | 8031.000 | 1167 | 0.549 | 3576 | 77 | 0.791 | 0.145 | 0 | 0 |
| 3444 | 48 | M | 4 | High School | NaN | $60K - $80K | Blue | 41 | 4 | 1 | 3 | 9728.000 | 0 | 0.806 | 3756 | 57 | 0.727 | 0.000 | 0 | 0 |
| 3445 | 47 | F | 5 | Doctorate | Married | $40K - $60K | Blue | 40 | 6 | 1 | 1 | 4748.000 | 1008 | 0.484 | 3197 | 70 | 0.707 | 0.212 | 0 | 0 |
| 3446 | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 1 | 1 | 19999.000 | 1007 | 0.987 | 3183 | 69 | 0.500 | 0.050 | 0 | 0 |
| 3447 | 56 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 6331.000 | 1420 | 0.529 | 3527 | 69 | 0.438 | 0.224 | 0 | 0 |
| 3448 | 43 | M | 2 | NaN | Single | $40K - $60K | Blue | 31 | 6 | 1 | 1 | 9662.000 | 817 | 0.679 | 3817 | 70 | 0.489 | 0.085 | 0 | 0 |
| 3449 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 1693.000 | 1088 | 0.532 | 2104 | 40 | 0.739 | 0.643 | 1 | 1 |
| 3450 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2964.000 | 2043 | 0.692 | 4345 | 69 | 0.468 | 0.689 | 0 | 0 |
| 3451 | 48 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 5483.000 | 535 | 0.681 | 2051 | 49 | 0.633 | 0.098 | 0 | 1 |
| 3452 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 27 | 4 | 2 | 3 | 15186.000 | 0 | 0.483 | 1884 | 33 | 0.435 | 0.000 | 1 | 1 |
| 3453 | 41 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 6 | 3 | 3 | 33408.000 | 0 | 0.816 | 3754 | 77 | 0.878 | 0.000 | 0 | 0 |
| 3454 | 43 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 4 | 2 | 2 | 3125.000 | 2517 | 0.730 | 4422 | 71 | 0.732 | 0.805 | 0 | 0 |
| 3455 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 3 | 4 | 2934.000 | 2517 | 0.868 | 2484 | 55 | 0.774 | 0.858 | 0 | 1 |
| 3456 | 39 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 4 | 2 | 2 | 34516.000 | 0 | 0.754 | 3572 | 55 | 0.667 | 0.000 | 0 | 0 |
| 3457 | 50 | F | 1 | Doctorate | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 5349.000 | 2391 | 0.671 | 2122 | 46 | 0.394 | 0.447 | 1 | 1 |
| 3458 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 38 | 6 | 2 | 0 | 9810.000 | 1838 | 0.661 | 2247 | 41 | 0.640 | 0.187 | 0 | 0 |
| 3459 | 50 | M | 4 | College | Married | $120K + | Blue | 36 | 6 | 1 | 4 | 7084.000 | 0 | 0.889 | 3838 | 66 | 0.737 | 0.000 | 0 | 0 |
| 3460 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3537.000 | 0 | 0.647 | 4101 | 80 | 0.702 | 0.000 | 0 | 0 |
| 3461 | 47 | M | 5 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8896.000 | 1338 | 0.741 | 4252 | 70 | 0.591 | 0.150 | 0 | 0 |
| 3462 | 41 | M | 3 | NaN | Divorced | $80K - $120K | Blue | 29 | 5 | 2 | 3 | 30733.000 | 1153 | 0.987 | 3455 | 80 | 0.702 | 0.038 | 0 | 0 |
| 3463 | 49 | M | 0 | NaN | Married | $60K - $80K | Blue | 39 | 6 | 2 | 4 | 10177.000 | 1748 | 0.622 | 3557 | 64 | 0.939 | 0.172 | 0 | 0 |
| 3464 | 42 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 5 | 2 | 4 | 6848.000 | 0 | 0.962 | 4006 | 82 | 0.822 | 0.000 | 0 | 0 |
| 3465 | 42 | M | 1 | Graduate | Married | $60K - $80K | Blue | 33 | 6 | 2 | 3 | 17165.000 | 1153 | 0.578 | 4063 | 62 | 0.676 | 0.067 | 0 | 0 |
| 3466 | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 20274.000 | 2100 | 0.584 | 5274 | 66 | 0.610 | 0.104 | 0 | 0 |
| 3467 | 50 | M | 1 | Doctorate | Divorced | $60K - $80K | Blue | 33 | 3 | 5 | 2 | 19939.000 | 0 | 1.030 | 3342 | 76 | 0.462 | 0.000 | 0 | 0 |
| 3468 | 53 | M | 3 | Graduate | Single | $120K + | Blue | 45 | 4 | 3 | 1 | 3378.000 | 1852 | 0.483 | 4437 | 50 | 1.000 | 0.548 | 0 | 0 |
| 3469 | 51 | M | 2 | NaN | Married | $80K - $120K | Blue | 39 | 4 | 3 | 2 | 9773.000 | 1998 | 0.782 | 3578 | 71 | 0.775 | 0.204 | 0 | 0 |
| 3470 | 50 | F | 1 | NaN | Married | abc | Blue | 31 | 5 | 3 | 1 | 3668.000 | 0 | 0.620 | 4430 | 76 | 0.617 | 0.000 | 0 | 0 |
| 3471 | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 3196.000 | 0 | 0.578 | 3412 | 72 | 0.674 | 0.000 | 0 | 0 |
| 3472 | 45 | M | 3 | College | Single | $80K - $120K | Silver | 33 | 1 | 3 | 3 | 34516.000 | 0 | 1.492 | 2534 | 43 | 0.433 | 0.000 | 1 | 1 |
| 3473 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 7030.000 | 994 | 0.725 | 3211 | 69 | 0.725 | 0.141 | 0 | 0 |
| 3474 | 47 | M | 5 | High School | Married | $80K - $120K | Blue | 37 | 2 | 2 | 2 | 9410.000 | 0 | 0.586 | 2178 | 41 | 0.864 | 0.000 | 1 | 1 |
| 3475 | 38 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 1 | 34516.000 | 1229 | 0.427 | 1797 | 35 | 0.296 | 0.036 | 1 | 1 |
| 3476 | 45 | F | 0 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 3 | 3 | 4096.000 | 1468 | 0.627 | 3490 | 66 | 0.737 | 0.358 | 0 | 0 |
| 3477 | 43 | F | 2 | Graduate | Married | abc | Blue | 34 | 6 | 1 | 4 | 7210.000 | 782 | 0.733 | 4249 | 75 | 0.500 | 0.108 | 0 | 0 |
| 3478 | 57 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 6 | 3 | 0 | 8026.000 | 2202 | 0.586 | 4072 | 72 | 0.600 | 0.274 | 0 | 0 |
| 3479 | 47 | F | 3 | Graduate | NaN | abc | Blue | 34 | 5 | 1 | 4 | 18064.000 | 2039 | 0.890 | 4435 | 88 | 0.796 | 0.113 | 0 | 0 |
| 3480 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 5 | 2 | 4 | 5596.000 | 1086 | 0.587 | 3896 | 65 | 0.757 | 0.194 | 0 | 0 |
| 3481 | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 3 | 3 | 3 | 6897.000 | 640 | 1.052 | 2781 | 57 | 0.839 | 0.093 | 0 | 0 |
| 3482 | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Silver | 40 | 6 | 3 | 3 | 13991.000 | 1580 | 0.864 | 4100 | 74 | 0.721 | 0.113 | 0 | 0 |
| 3483 | 44 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 11366.000 | 2109 | 0.993 | 3495 | 70 | 0.795 | 0.186 | 0 | 0 |
| 3484 | 40 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 5 | 1 | 3 | 1707.000 | 989 | 0.555 | 3935 | 76 | 0.520 | 0.579 | 0 | 0 |
| 3485 | 50 | F | 4 | Doctorate | Married | abc | Blue | 38 | 6 | 4 | 2 | 23692.000 | 2402 | 0.942 | 3632 | 62 | 0.676 | 0.101 | 0 | 0 |
| 3486 | 41 | M | 5 | NaN | NaN | $80K - $120K | Blue | 29 | 6 | 2 | 1 | 11191.000 | 0 | 0.808 | 3839 | 73 | 0.780 | 0.000 | 0 | 0 |
| 3487 | 42 | F | 5 | College | Married | Less than $40K | Blue | 31 | 3 | 1 | 2 | 3476.000 | 700 | 0.604 | 4364 | 88 | 0.517 | 0.201 | 0 | 0 |
| 3488 | 43 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 37 | 4 | 3 | 3 | 27781.000 | 0 | 1.000 | 3184 | 61 | 0.743 | 0.000 | 0 | 0 |
| 3489 | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 25 | 3 | 3 | 2 | 10534.000 | 0 | 0.985 | 3456 | 72 | 0.636 | 0.000 | 0 | 0 |
| 3490 | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 2 | 2 | 2721.000 | 0 | 0.734 | 2088 | 37 | 0.682 | 0.000 | 0 | 1 |
| 3491 | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 43 | 4 | 2 | 3 | 10458.000 | 0 | 0.587 | 3481 | 51 | 0.500 | 0.000 | 0 | 1 |
| 3492 | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 29 | 3 | 3 | 2 | 12544.000 | 1636 | 0.503 | 1758 | 51 | 0.457 | 0.130 | 1 | 1 |
| 3493 | 46 | M | 5 | Doctorate | Single | $60K - $80K | Blue | 39 | 4 | 3 | 3 | 11464.000 | 0 | 1.020 | 3660 | 55 | 1.037 | 0.000 | 0 | 0 |
| 3494 | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 44 | 5 | 2 | 4 | 3104.000 | 1791 | 1.048 | 4006 | 76 | 0.810 | 0.577 | 0 | 0 |
| 3495 | 48 | M | 1 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 11770.000 | 1813 | 0.623 | 3280 | 70 | 0.667 | 0.154 | 0 | 0 |
| 3496 | 50 | M | 1 | Graduate | Single | $120K + | Blue | 40 | 4 | 2 | 3 | 34516.000 | 1185 | 0.725 | 3874 | 72 | 0.714 | 0.034 | 0 | 0 |
| 3497 | 44 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 4 | 10998.000 | 1586 | 0.907 | 2237 | 33 | 0.435 | 0.144 | 0 | 1 |
| 3498 | 42 | F | 4 | NaN | Married | Less than $40K | Blue | 37 | 3 | 1 | 3 | 2757.000 | 1785 | 0.735 | 3766 | 69 | 0.605 | 0.647 | 0 | 0 |
| 3499 | 46 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 1 | 2 | 5489.000 | 1189 | 0.950 | 3215 | 64 | 0.882 | 0.217 | 0 | 0 |
| 3500 | 52 | M | 1 | High School | Single | $120K + | Blue | 38 | 3 | 1 | 2 | 19709.000 | 1924 | 0.468 | 3000 | 64 | 0.641 | 0.098 | 0 | 0 |
| 3501 | 42 | M | 3 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 3 | 3 | 6967.000 | 1767 | 0.540 | 1919 | 38 | 0.520 | 0.254 | 1 | 1 |
| 3502 | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 32 | 3 | 2 | 2 | 23424.000 | 2517 | 0.762 | 3537 | 73 | 0.738 | 0.107 | 0 | 0 |
| 3503 | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 21718.000 | 2386 | 0.743 | 3492 | 66 | 0.692 | 0.110 | 0 | 0 |
| 3504 | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 48 | 5 | 3 | 1 | 4908.000 | 1429 | 0.745 | 3535 | 65 | 0.667 | 0.291 | 0 | 0 |
| 3505 | 52 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 1470.000 | 0 | 0.640 | 4095 | 63 | 0.750 | 0.000 | 0 | 0 |
| 3506 | 39 | M | 0 | Graduate | Single | $80K - $120K | Gold | 32 | 3 | 1 | 4 | 34516.000 | 1793 | 0.545 | 4256 | 82 | 0.783 | 0.052 | 0 | 0 |
| 3507 | 63 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 2 | 2 | 7936.000 | 2081 | 0.941 | 4247 | 81 | 0.841 | 0.262 | 0 | 0 |
| 3508 | 53 | M | 4 | College | Single | $60K - $80K | Blue | 45 | 5 | 3 | 2 | 14366.000 | 888 | 0.638 | 3868 | 66 | 0.610 | 0.062 | 0 | 0 |
| 3509 | 54 | F | 0 | NaN | Single | $40K - $60K | Blue | 35 | 4 | 1 | 3 | 9231.000 | 1642 | 0.416 | 4676 | 68 | 0.659 | 0.178 | 0 | 0 |
| 3510 | 45 | F | 4 | Uneducated | Married | $40K - $60K | Silver | 36 | 6 | 2 | 2 | 18679.000 | 905 | 0.541 | 2168 | 55 | 0.486 | 0.048 | 0 | 1 |
| 3511 | 45 | F | 3 | Uneducated | Divorced | abc | Blue | 36 | 6 | 3 | 2 | 20356.000 | 2517 | 0.607 | 4547 | 67 | 0.861 | 0.124 | 0 | 0 |
| 3512 | 52 | F | 1 | Uneducated | Single | abc | Blue | 40 | 5 | 1 | 3 | 2259.000 | 1721 | 0.682 | 1852 | 38 | 0.810 | 0.762 | 0 | 0 |
| 3513 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 5 | 3 | 4 | 6663.000 | 765 | 1.129 | 4583 | 78 | 0.857 | 0.115 | 0 | 0 |
| 3514 | 47 | F | 4 | NaN | NaN | Less than $40K | Blue | 34 | 6 | 2 | 4 | 2424.000 | 0 | 0.662 | 3890 | 66 | 0.650 | 0.000 | 0 | 0 |
| 3515 | 45 | F | 5 | College | Single | $40K - $60K | Silver | 39 | 3 | 2 | 2 | 15677.000 | 1227 | 0.760 | 3818 | 81 | 0.588 | 0.078 | 0 | 0 |
| 3516 | 41 | M | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 4 | 2 | 3 | 2334.000 | 1138 | 0.826 | 2155 | 48 | 0.714 | 0.488 | 0 | 1 |
| 3517 | 56 | F | 3 | College | Single | abc | Blue | 43 | 6 | 1 | 3 | 1816.000 | 1052 | 0.547 | 4175 | 65 | 0.667 | 0.579 | 0 | 0 |
| 3518 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 4950.000 | 1829 | 0.671 | 4529 | 73 | 0.872 | 0.369 | 0 | 0 |
| 3519 | 39 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 1 | 4 | 34516.000 | 2055 | 0.589 | 4048 | 74 | 0.510 | 0.060 | 0 | 0 |
| 3520 | 61 | M | 0 | Uneducated | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 24172.000 | 2517 | 0.424 | 1658 | 27 | 0.500 | 0.104 | 0 | 1 |
| 3521 | 57 | M | 1 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 9037.000 | 1544 | 0.321 | 1627 | 27 | 0.500 | 0.171 | 0 | 0 |
| 3522 | 46 | F | 3 | College | Single | Less than $40K | Blue | 42 | 3 | 2 | 4 | 7616.000 | 1251 | 0.581 | 2006 | 52 | 0.405 | 0.164 | 0 | 1 |
| 3523 | 38 | M | 2 | NaN | Divorced | $40K - $60K | Blue | 28 | 3 | 3 | 4 | 11209.000 | 1165 | 0.966 | 4614 | 96 | 0.714 | 0.104 | 0 | 0 |
| 3524 | 44 | F | 4 | Uneducated | Divorced | abc | Blue | 36 | 3 | 2 | 0 | 9908.000 | 2066 | 0.463 | 3749 | 80 | 0.667 | 0.209 | 0 | 0 |
| 3525 | 40 | M | 2 | Graduate | Married | $40K - $60K | Silver | 33 | 4 | 3 | 1 | 18737.000 | 0 | 0.797 | 4010 | 76 | 0.767 | 0.000 | 0 | 0 |
| 3526 | 57 | F | 1 | High School | Single | Less than $40K | Blue | 45 | 5 | 2 | 4 | 5330.000 | 0 | 0.515 | 3525 | 79 | 0.837 | 0.000 | 0 | 0 |
| 3527 | 52 | M | 3 | High School | Single | $120K + | Blue | 47 | 6 | 1 | 3 | 19032.000 | 0 | 0.417 | 1726 | 42 | 0.312 | 0.000 | 1 | 1 |
| 3528 | 50 | F | 1 | NaN | Single | abc | Blue | 32 | 6 | 1 | 4 | 5916.000 | 983 | 0.761 | 3752 | 75 | 0.974 | 0.166 | 0 | 0 |
| 3529 | 51 | M | 4 | Graduate | Married | $40K - $60K | Silver | 46 | 3 | 5 | 2 | 16277.000 | 1170 | 0.950 | 3634 | 62 | 0.676 | 0.072 | 0 | 0 |
| 3530 | 42 | M | 4 | High School | Single | $60K - $80K | Blue | 33 | 5 | 1 | 3 | 9442.000 | 838 | 0.654 | 3157 | 63 | 0.853 | 0.089 | 0 | 0 |
| 3531 | 51 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 5 | 1 | 3 | 2990.000 | 0 | 0.598 | 4065 | 76 | 0.767 | 0.000 | 0 | 0 |
| 3532 | 45 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 34 | 6 | 6 | 3 | 2210.000 | 759 | 0.892 | 2755 | 53 | 0.559 | 0.343 | 0 | 0 |
| 3533 | 44 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 5 | 4 | 3 | 1527.000 | 0 | 0.531 | 1877 | 38 | 0.462 | 0.000 | 1 | 1 |
| 3534 | 45 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 1 | 3 | 6022.000 | 1433 | 0.955 | 3433 | 68 | 0.943 | 0.238 | 0 | 0 |
| 3535 | 55 | M | 2 | College | Divorced | $120K + | Blue | 45 | 6 | 2 | 1 | 26729.000 | 1052 | 1.034 | 4140 | 69 | 0.816 | 0.039 | 0 | 0 |
| 3536 | 63 | M | 1 | High School | Single | Less than $40K | Blue | 51 | 5 | 3 | 2 | 6102.000 | 0 | 0.639 | 4527 | 67 | 0.558 | 0.000 | 0 | 0 |
| 3537 | 33 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 24 | 3 | 1 | 2 | 6803.000 | 2296 | 0.754 | 2603 | 47 | 1.043 | 0.337 | 0 | 0 |
| 3538 | 46 | M | 3 | Graduate | Single | $80K - $120K | Blue | 38 | 4 | 1 | 2 | 8101.000 | 1266 | 0.615 | 3226 | 53 | 0.710 | 0.156 | 0 | 0 |
| 3539 | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 1 | 4632.000 | 0 | 0.637 | 4306 | 63 | 0.750 | 0.000 | 0 | 0 |
| 3540 | 58 | F | 1 | Graduate | Single | $40K - $60K | Blue | 46 | 3 | 3 | 3 | 1996.000 | 1850 | 0.952 | 3421 | 55 | 0.719 | 0.927 | 0 | 0 |
| 3541 | 51 | M | 3 | Doctorate | Married | $120K + | Blue | 42 | 4 | 1 | 2 | 11600.000 | 738 | 0.692 | 3488 | 80 | 0.778 | 0.064 | 0 | 0 |
| 3542 | 35 | M | 1 | NaN | Single | $40K - $60K | Blue | 25 | 5 | 3 | 3 | 2657.000 | 1983 | 0.831 | 2591 | 59 | 0.903 | 0.746 | 0 | 0 |
| 3543 | 42 | F | 5 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 8464.000 | 1002 | 0.598 | 4227 | 92 | 0.840 | 0.118 | 0 | 0 |
| 3544 | 45 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 39 | 6 | 2 | 2 | 29003.000 | 2323 | 0.671 | 1676 | 36 | 0.714 | 0.080 | 0 | 0 |
| 3545 | 51 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 4 | 5000.000 | 942 | 0.604 | 4077 | 81 | 0.653 | 0.188 | 0 | 0 |
| 3546 | 63 | F | 0 | College | Single | abc | Blue | 55 | 5 | 1 | 2 | 14963.000 | 1616 | 0.755 | 3242 | 58 | 1.000 | 0.108 | 0 | 0 |
| 3547 | 45 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 33 | 6 | 3 | 3 | 3855.000 | 1188 | 0.927 | 3885 | 83 | 0.627 | 0.308 | 0 | 0 |
| 3548 | 36 | M | 4 | College | Single | $120K + | Blue | 36 | 5 | 3 | 3 | 28200.000 | 765 | 0.680 | 2507 | 64 | 0.641 | 0.027 | 0 | 0 |
| 3549 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 24 | 4 | 3 | 3 | 2310.000 | 1306 | 0.525 | 4343 | 74 | 0.682 | 0.565 | 0 | 0 |
| 3550 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 1 | 3 | 1960.000 | 1428 | 0.570 | 3782 | 64 | 0.641 | 0.729 | 0 | 0 |
| 3551 | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 1 | 3 | 3773.000 | 1291 | 0.878 | 4697 | 75 | 0.667 | 0.342 | 0 | 0 |
| 3552 | 50 | M | 1 | Graduate | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 9771.000 | 1776 | 0.460 | 2778 | 53 | 0.472 | 0.182 | 0 | 1 |
| 3553 | 60 | F | 0 | Graduate | Single | abc | Blue | 48 | 3 | 3 | 4 | 6417.000 | 1372 | 1.154 | 3280 | 71 | 0.690 | 0.214 | 0 | 0 |
| 3554 | 43 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 33 | 4 | 3 | 2 | 16037.000 | 0 | 0.558 | 3048 | 70 | 0.750 | 0.000 | 0 | 0 |
| 3555 | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 39 | 2 | 3 | 4 | 14839.000 | 512 | 0.176 | 1453 | 26 | 0.130 | 0.035 | 1 | 1 |
| 3556 | 44 | M | 3 | Uneducated | Married | $80K - $120K | Silver | 39 | 5 | 2 | 2 | 34516.000 | 1461 | 0.646 | 3416 | 70 | 0.707 | 0.042 | 0 | 0 |
| 3557 | 54 | F | 2 | College | Single | $40K - $60K | Blue | 49 | 4 | 3 | 3 | 8769.000 | 1314 | 0.477 | 3817 | 60 | 0.818 | 0.150 | 0 | 0 |
| 3558 | 50 | M | 1 | NaN | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 20968.000 | 0 | 0.640 | 2823 | 61 | 0.794 | 0.000 | 0 | 0 |
| 3559 | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2188.000 | 1241 | 0.782 | 4509 | 67 | 0.675 | 0.567 | 0 | 0 |
| 3560 | 52 | M | 5 | NaN | Married | $80K - $120K | Blue | 40 | 3 | 3 | 4 | 30314.000 | 776 | 0.705 | 3290 | 82 | 0.640 | 0.026 | 0 | 0 |
| 3561 | 47 | F | 2 | Graduate | Married | abc | Blue | 36 | 1 | 3 | 2 | 18799.000 | 2517 | 0.813 | 2315 | 52 | 0.625 | 0.134 | 1 | 1 |
| 3562 | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 3 | 0 | 1638.000 | 1038 | 0.718 | 4150 | 70 | 0.591 | 0.634 | 0 | 0 |
| 3563 | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 3538.000 | 0 | 0.653 | 4123 | 74 | 0.762 | 0.000 | 0 | 0 |
| 3564 | 35 | F | 1 | Graduate | Single | $40K - $60K | Blue | 16 | 3 | 2 | 2 | 2546.000 | 1348 | 0.877 | 4145 | 75 | 0.596 | 0.529 | 0 | 0 |
| 3565 | 65 | M | 1 | Graduate | Single | abc | Blue | 53 | 6 | 2 | 3 | 10775.000 | 1787 | 0.648 | 3432 | 70 | 0.750 | 0.166 | 0 | 0 |
| 3566 | 47 | F | 4 | NaN | Married | $40K - $60K | Blue | 43 | 4 | 3 | 4 | 4798.000 | 1017 | 0.458 | 4225 | 79 | 0.681 | 0.212 | 0 | 0 |
| 3567 | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 6 | 1 | 5816.000 | 716 | 0.923 | 3534 | 73 | 1.147 | 0.123 | 0 | 0 |
| 3568 | 49 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 20533.000 | 1321 | 0.716 | 3918 | 78 | 0.500 | 0.064 | 0 | 0 |
| 3569 | 58 | M | 1 | College | Single | $80K - $120K | Blue | 49 | 3 | 3 | 2 | 9890.000 | 0 | 0.653 | 3497 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3570 | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 32 | 6 | 3 | 3 | 30820.000 | 1724 | 0.948 | 3402 | 75 | 0.923 | 0.056 | 0 | 0 |
| 3571 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 6 | 2 | 2 | 6091.000 | 0 | 0.560 | 3340 | 60 | 0.579 | 0.000 | 0 | 0 |
| 3572 | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 5 | 2 | 3 | 9690.000 | 1115 | 0.542 | 4620 | 64 | 0.488 | 0.115 | 0 | 0 |
| 3573 | 62 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 56 | 5 | 3 | 2 | 6797.000 | 1428 | 0.747 | 3962 | 70 | 0.795 | 0.210 | 0 | 0 |
| 3574 | 44 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 4985.000 | 1379 | 0.896 | 4222 | 61 | 0.605 | 0.277 | 0 | 0 |
| 3575 | 61 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2125.000 | 0 | 0.654 | 2860 | 38 | 0.727 | 0.000 | 1 | 1 |
| 3576 | 47 | F | 4 | Doctorate | Married | Less than $40K | Blue | 28 | 3 | 2 | 4 | 4012.000 | 0 | 1.073 | 2962 | 60 | 0.765 | 0.000 | 0 | 0 |
| 3577 | 52 | F | 3 | High School | Married | abc | Blue | 42 | 3 | 2 | 1 | 23858.000 | 1179 | 0.671 | 3784 | 69 | 0.683 | 0.049 | 0 | 0 |
| 3578 | 46 | M | 2 | High School | Married | $40K - $60K | Blue | 32 | 4 | 3 | 2 | 2619.000 | 2271 | 0.610 | 3835 | 60 | 0.818 | 0.867 | 0 | 0 |
| 3579 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 4 | 1 | 4 | 6728.000 | 1192 | 0.687 | 5244 | 75 | 0.471 | 0.177 | 0 | 0 |
| 3580 | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 39 | 3 | 3 | 3 | 2680.000 | 1652 | 1.132 | 3382 | 58 | 0.758 | 0.616 | 0 | 0 |
| 3581 | 52 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2936.000 | 2181 | 0.478 | 4650 | 78 | 0.625 | 0.743 | 0 | 0 |
| 3582 | 46 | M | 5 | High School | Single | $60K - $80K | Blue | 41 | 3 | 3 | 4 | 7478.000 | 1775 | 0.540 | 4042 | 79 | 0.491 | 0.237 | 0 | 0 |
| 3583 | 49 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 35 | 4 | 2 | 3 | 2527.000 | 1419 | 0.797 | 3585 | 68 | 0.943 | 0.562 | 0 | 0 |
| 3584 | 44 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 5644.000 | 2517 | 0.860 | 2440 | 44 | 0.760 | 0.446 | 1 | 1 |
| 3585 | 50 | F | 5 | Uneducated | Single | Less than $40K | Blue | 33 | 4 | 3 | 3 | 2837.000 | 1377 | 0.564 | 3928 | 54 | 0.800 | 0.485 | 0 | 0 |
| 3586 | 40 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 18584.000 | 2446 | 0.760 | 3504 | 64 | 0.882 | 0.132 | 0 | 0 |
| 3587 | 45 | F | 3 | NaN | Married | Less than $40K | Blue | 31 | 4 | 3 | 3 | 5941.000 | 0 | 0.522 | 2196 | 37 | 0.233 | 0.000 | 1 | 1 |
| 3588 | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 32 | 3 | 2 | 2 | 9576.000 | 0 | 0.817 | 2362 | 49 | 0.400 | 0.000 | 1 | 1 |
| 3589 | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 56 | 3 | 3 | 2 | 9569.000 | 0 | 0.940 | 2287 | 49 | 0.581 | 0.000 | 1 | 1 |
| 3590 | 32 | M | 3 | College | NaN | $80K - $120K | Blue | 36 | 3 | 5 | 2 | 15412.000 | 0 | 0.589 | 3993 | 73 | 0.659 | 0.000 | 0 | 0 |
| 3591 | 55 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 4 | 3 | 2 | 2663.000 | 1784 | 0.785 | 4317 | 81 | 0.929 | 0.670 | 0 | 0 |
| 3592 | 51 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 44 | 3 | 3 | 4 | 1438.300 | 1031 | 0.582 | 3308 | 72 | 0.674 | 0.717 | 0 | 0 |
| 3593 | 52 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 5376.000 | 804 | 0.510 | 4511 | 74 | 0.682 | 0.150 | 0 | 0 |
| 3594 | 47 | M | 4 | Uneducated | NaN | abc | Blue | 36 | 3 | 3 | 3 | 18873.000 | 0 | 0.636 | 2021 | 38 | 0.520 | 0.000 | 1 | 1 |
| 3595 | 39 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 27 | 4 | 1 | 3 | 5341.000 | 0 | 0.771 | 1955 | 47 | 0.808 | 0.000 | 0 | 1 |
| 3596 | 45 | M | 1 | Graduate | Single | $60K - $80K | Blue | 41 | 2 | 3 | 2 | 9904.000 | 2513 | 0.000 | 1152 | 28 | 0.000 | 0.254 | 1 | 1 |
| 3597 | 43 | F | 3 | High School | Divorced | Less than $40K | Blue | 38 | 3 | 3 | 3 | 7084.000 | 0 | 0.523 | 2287 | 44 | 0.294 | 0.000 | 1 | 1 |
| 3598 | 47 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 7498.000 | 2319 | 0.484 | 1676 | 51 | 0.759 | 0.309 | 1 | 1 |
| 3599 | 51 | F | 0 | High School | Married | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 5450.000 | 1674 | 0.588 | 3722 | 77 | 0.711 | 0.307 | 0 | 0 |
| 3600 | 50 | M | 2 | NaN | Single | $120K + | Blue | 45 | 6 | 2 | 4 | 32719.000 | 1650 | 0.717 | 4037 | 60 | 0.714 | 0.050 | 0 | 0 |
| 3601 | 37 | M | 2 | Uneducated | NaN | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 3250.000 | 1721 | 0.446 | 1714 | 32 | 0.391 | 0.530 | 1 | 1 |
| 3602 | 44 | M | 3 | College | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 6111.000 | 2517 | 0.733 | 4155 | 68 | 0.659 | 0.412 | 0 | 0 |
| 3603 | 62 | F | 1 | Uneducated | NaN | Less than $40K | Silver | 36 | 6 | 1 | 3 | 12590.000 | 931 | 1.068 | 4182 | 78 | 0.696 | 0.074 | 0 | 0 |
| 3604 | 41 | F | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 5 | 1 | 3 | 1982.000 | 1068 | 0.881 | 3058 | 58 | 0.871 | 0.539 | 0 | 0 |
| 3605 | 39 | M | 4 | Post-Graduate | Single | $60K - $80K | Silver | 36 | 6 | 3 | 3 | 25133.000 | 0 | 0.461 | 4033 | 73 | 0.327 | 0.000 | 0 | 0 |
| 3606 | 40 | M | 4 | Uneducated | Single | $120K + | Blue | 34 | 3 | 1 | 3 | 17818.000 | 1451 | 0.632 | 3973 | 74 | 0.451 | 0.081 | 0 | 0 |
| 3607 | 46 | M | 3 | High School | Single | $120K + | Blue | 34 | 5 | 3 | 2 | 5155.000 | 868 | 0.882 | 3535 | 57 | 1.111 | 0.168 | 0 | 0 |
| 3608 | 51 | F | 3 | NaN | Married | Less than $40K | Blue | 30 | 3 | 2 | 0 | 6006.000 | 1576 | 0.504 | 3199 | 65 | 0.548 | 0.262 | 0 | 0 |
| 3609 | 64 | M | 1 | Uneducated | Single | abc | Blue | 51 | 6 | 3 | 1 | 2571.000 | 1210 | 0.972 | 3647 | 59 | 0.686 | 0.471 | 0 | 0 |
| 3610 | 40 | M | 2 | NaN | Married | $60K - $80K | Blue | 34 | 6 | 3 | 0 | 3269.000 | 1601 | 1.168 | 3966 | 74 | 0.947 | 0.490 | 0 | 0 |
| 3611 | 50 | M | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 1 | 2 | 2798.000 | 1291 | 0.708 | 2903 | 69 | 0.683 | 0.461 | 0 | 0 |
| 3612 | 44 | F | 3 | NaN | Single | $40K - $60K | Blue | 26 | 4 | 3 | 0 | 7277.000 | 0 | 0.758 | 4458 | 71 | 0.578 | 0.000 | 0 | 0 |
| 3613 | 32 | M | 0 | College | NaN | Less than $40K | Blue | 36 | 3 | 3 | 4 | 3788.000 | 1325 | 0.607 | 3975 | 65 | 0.477 | 0.350 | 0 | 0 |
| 3614 | 43 | M | 3 | High School | Single | $80K - $120K | Blue | 34 | 4 | 2 | 0 | 28262.000 | 1483 | 0.668 | 3855 | 66 | 0.610 | 0.052 | 0 | 0 |
| 3615 | 47 | F | 5 | High School | Single | Less than $40K | Blue | 33 | 5 | 2 | 2 | 2169.000 | 1330 | 0.905 | 3833 | 64 | 1.065 | 0.613 | 0 | 0 |
| 3616 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 3 | 3 | 3767.000 | 976 | 1.021 | 3163 | 60 | 0.818 | 0.259 | 0 | 0 |
| 3617 | 46 | M | 3 | Doctorate | Married | $120K + | Blue | 38 | 3 | 2 | 2 | 8989.000 | 552 | 0.699 | 2309 | 49 | 0.633 | 0.061 | 1 | 1 |
| 3618 | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 5 | 1 | 2838.000 | 2517 | 0.625 | 3493 | 65 | 0.711 | 0.887 | 0 | 0 |
| 3619 | 48 | M | 1 | Graduate | NaN | Less than $40K | Blue | 43 | 5 | 3 | 3 | 7199.000 | 1031 | 1.212 | 4041 | 73 | 0.698 | 0.143 | 0 | 0 |
| 3620 | 44 | F | 3 | College | Married | $40K - $60K | Blue | 24 | 3 | 1 | 4 | 8495.000 | 1537 | 0.919 | 1950 | 31 | 0.938 | 0.181 | 0 | 0 |
| 3621 | 40 | M | 2 | High School | NaN | $80K - $120K | Silver | 32 | 5 | 2 | 3 | 34516.000 | 1182 | 0.613 | 2440 | 54 | 0.543 | 0.034 | 0 | 1 |
| 3622 | 46 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 14164.000 | 1525 | 0.543 | 3749 | 59 | 0.686 | 0.108 | 0 | 0 |
| 3623 | 50 | F | 2 | NaN | Married | abc | Blue | 31 | 4 | 2 | 2 | 3604.000 | 0 | 0.934 | 4051 | 65 | 0.667 | 0.000 | 0 | 0 |
| 3624 | 46 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 41 | 4 | 1 | 1 | 1752.000 | 611 | 0.465 | 4864 | 76 | 0.462 | 0.349 | 0 | 0 |
| 3625 | 43 | F | 3 | College | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 4204.000 | 0 | 1.073 | 3799 | 85 | 0.604 | 0.000 | 0 | 0 |
| 3626 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 37 | 5 | 3 | 4 | 8017.000 | 0 | 0.539 | 3042 | 55 | 0.528 | 0.000 | 0 | 0 |
| 3627 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 3 | 3 | 2778.000 | 1640 | 0.820 | 4007 | 75 | 0.705 | 0.590 | 0 | 0 |
| 3628 | 51 | M | 3 | NaN | Single | $60K - $80K | Blue | 43 | 4 | 2 | 3 | 6649.000 | 1781 | 0.546 | 1609 | 28 | 0.474 | 0.268 | 0 | 0 |
| 3629 | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 27 | 3 | 2 | 1 | 6813.000 | 2332 | 0.580 | 2634 | 51 | 0.378 | 0.342 | 1 | 1 |
| 3630 | 40 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 36 | 6 | 1 | 3 | 2797.000 | 850 | 0.953 | 3652 | 64 | 1.370 | 0.304 | 0 | 0 |
| 3631 | 45 | M | 3 | NaN | Single | $60K - $80K | Blue | 35 | 6 | 2 | 1 | 18004.000 | 2517 | 0.569 | 2030 | 45 | 0.452 | 0.140 | 1 | 1 |
| 3632 | 47 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 11242.000 | 1561 | 0.829 | 4246 | 81 | 0.800 | 0.139 | 0 | 0 |
| 3633 | 26 | F | 1 | High School | NaN | abc | Blue | 13 | 3 | 1 | 3 | 10693.000 | 2517 | 0.880 | 4138 | 76 | 0.727 | 0.235 | 0 | 0 |
| 3634 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 3026.000 | 1888 | 0.762 | 3687 | 58 | 0.812 | 0.624 | 0 | 0 |
| 3635 | 37 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 1438.300 | 787 | 0.914 | 4587 | 58 | 0.568 | 0.547 | 0 | 0 |
| 3636 | 51 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 41 | 3 | 3 | 2 | 34516.000 | 1046 | 1.001 | 3435 | 76 | 0.727 | 0.030 | 0 | 0 |
| 3637 | 49 | F | 4 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 2 | 1 | 12836.000 | 1034 | 0.663 | 2519 | 53 | 0.472 | 0.081 | 0 | 1 |
| 3638 | 62 | F | 1 | NaN | Single | Less than $40K | Blue | 55 | 3 | 3 | 3 | 1892.000 | 1604 | 0.476 | 1581 | 34 | 0.417 | 0.848 | 1 | 1 |
| 3639 | 37 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 11277.000 | 1747 | 0.503 | 2033 | 56 | 0.867 | 0.155 | 0 | 0 |
| 3640 | 54 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 1 | 12815.000 | 1017 | 0.532 | 3771 | 78 | 0.660 | 0.079 | 0 | 0 |
| 3641 | 44 | M | 2 | Graduate | Divorced | $120K + | Blue | 36 | 5 | 2 | 0 | 24016.000 | 0 | 0.748 | 3693 | 62 | 0.722 | 0.000 | 0 | 0 |
| 3642 | 43 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 37 | 4 | 1 | 3 | 3482.000 | 1942 | 0.926 | 3512 | 63 | 0.853 | 0.558 | 0 | 0 |
| 3643 | 44 | F | 3 | High School | Married | abc | Blue | 38 | 4 | 6 | 4 | 26516.000 | 1434 | 0.472 | 3609 | 76 | 0.551 | 0.054 | 0 | 0 |
| 3644 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 5 | 1 | 2285.000 | 1931 | 0.690 | 4944 | 78 | 0.660 | 0.845 | 0 | 0 |
| 3645 | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 9617.000 | 2035 | 1.004 | 4247 | 76 | 0.854 | 0.212 | 0 | 0 |
| 3646 | 51 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 38 | 5 | 3 | 2 | 34516.000 | 0 | 0.506 | 3250 | 63 | 0.658 | 0.000 | 0 | 0 |
| 3647 | 41 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 1 | 3 | 2354.000 | 1909 | 0.833 | 4048 | 61 | 0.848 | 0.811 | 0 | 0 |
| 3648 | 41 | F | 3 | High School | Single | Less than $40K | Silver | 36 | 6 | 1 | 3 | 11533.000 | 1418 | 0.546 | 4038 | 63 | 0.615 | 0.123 | 0 | 0 |
| 3649 | 59 | M | 1 | College | Single | $40K - $60K | Blue | 51 | 4 | 2 | 2 | 5042.000 | 1002 | 1.108 | 2897 | 62 | 0.632 | 0.199 | 0 | 0 |
| 3650 | 37 | F | 3 | Uneducated | Single | Less than $40K | Blue | 29 | 5 | 3 | 2 | 2584.000 | 1614 | 0.675 | 4045 | 78 | 0.733 | 0.625 | 0 | 0 |
| 3651 | 50 | F | 2 | College | NaN | abc | Blue | 39 | 2 | 3 | 2 | 1438.300 | 0 | 0.588 | 1859 | 41 | 0.464 | 0.000 | 1 | 1 |
| 3652 | 47 | M | 4 | Uneducated | NaN | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 3402.000 | 1607 | 0.432 | 3188 | 65 | 0.667 | 0.472 | 0 | 0 |
| 3653 | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 3 | 3 | 4 | 1809.000 | 0 | 0.569 | 2123 | 44 | 0.571 | 0.000 | 1 | 1 |
| 3654 | 40 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 5 | 2 | 4 | 8624.000 | 0 | 0.574 | 2428 | 53 | 0.893 | 0.000 | 0 | 1 |
| 3655 | 48 | M | 4 | NaN | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 22917.000 | 0 | 0.574 | 2045 | 45 | 0.500 | 0.000 | 1 | 1 |
| 3656 | 45 | M | 3 | High School | Divorced | $80K - $120K | Blue | 26 | 3 | 2 | 2 | 18410.000 | 974 | 0.857 | 3778 | 83 | 0.694 | 0.053 | 0 | 0 |
| 3657 | 29 | F | 0 | Post-Graduate | Single | abc | Gold | 36 | 4 | 1 | 4 | 34516.000 | 1452 | 0.887 | 2336 | 49 | 1.130 | 0.042 | 0 | 0 |
| 3658 | 44 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 6 | 3 | 1 | 34516.000 | 1259 | 0.547 | 3275 | 67 | 0.595 | 0.036 | 0 | 0 |
| 3659 | 41 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 10130.000 | 1449 | 0.819 | 4002 | 66 | 0.571 | 0.143 | 0 | 0 |
| 3660 | 53 | F | 1 | NaN | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 3099.000 | 0 | 0.279 | 1401 | 44 | 0.419 | 0.000 | 1 | 1 |
| 3661 | 55 | M | 1 | NaN | NaN | $120K + | Blue | 46 | 4 | 1 | 2 | 19849.000 | 2205 | 0.796 | 3657 | 66 | 0.737 | 0.111 | 0 | 0 |
| 3662 | 39 | M | 1 | College | Married | Less than $40K | Blue | 27 | 4 | 2 | 2 | 2283.000 | 1053 | 0.854 | 4571 | 72 | 0.756 | 0.461 | 0 | 0 |
| 3663 | 39 | M | 3 | High School | Single | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 6347.000 | 569 | 0.668 | 3927 | 82 | 0.577 | 0.090 | 0 | 0 |
| 3664 | 41 | F | 1 | NaN | Divorced | Less than $40K | Blue | 30 | 5 | 2 | 4 | 2758.000 | 1675 | 0.882 | 3820 | 72 | 0.636 | 0.607 | 0 | 0 |
| 3665 | 44 | M | 1 | High School | NaN | $80K - $120K | Gold | 36 | 2 | 2 | 3 | 34516.000 | 0 | 0.596 | 1891 | 34 | 0.214 | 0.000 | 1 | 1 |
| 3666 | 50 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 5 | 2 | 2 | 3469.000 | 0 | 0.956 | 3680 | 80 | 0.951 | 0.000 | 0 | 0 |
| 3667 | 45 | F | 5 | NaN | Single | Less than $40K | Blue | 34 | 1 | 4 | 1 | 5155.000 | 0 | 1.014 | 2753 | 45 | 0.607 | 0.000 | 1 | 1 |
| 3668 | 52 | M | 3 | Graduate | Divorced | $120K + | Silver | 42 | 6 | 2 | 3 | 34516.000 | 1230 | 0.608 | 2100 | 38 | 0.407 | 0.036 | 0 | 1 |
| 3669 | 50 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 40 | 6 | 1 | 4 | 4092.000 | 996 | 0.644 | 2298 | 48 | 0.655 | 0.243 | 0 | 1 |
| 3670 | 52 | M | 0 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 4675.000 | 0 | 0.863 | 3487 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3671 | 43 | F | 3 | High School | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 2297.000 | 1044 | 0.591 | 3161 | 65 | 0.711 | 0.455 | 0 | 0 |
| 3672 | 38 | F | 3 | High School | Single | abc | Blue | 36 | 1 | 3 | 2 | 5260.000 | 1706 | 0.359 | 2142 | 57 | 0.676 | 0.324 | 1 | 1 |
| 3673 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 6 | 3 | 3 | 3458.000 | 1989 | 0.707 | 3409 | 59 | 1.034 | 0.575 | 0 | 0 |
| 3674 | 59 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 4 | 2 | 4 | 3943.000 | 2517 | 0.467 | 3527 | 59 | 0.788 | 0.638 | 0 | 0 |
| 3675 | 52 | F | 3 | NaN | Single | $40K - $60K | Blue | 42 | 6 | 3 | 2 | 3028.000 | 2258 | 1.058 | 4119 | 81 | 0.884 | 0.746 | 0 | 0 |
| 3676 | 49 | F | 3 | Uneducated | Married | abc | Blue | 36 | 5 | 3 | 3 | 1438.300 | 0 | 0.806 | 4869 | 73 | 0.825 | 0.000 | 0 | 0 |
| 3677 | 47 | F | 3 | Uneducated | Married | Less than $40K | Silver | 36 | 5 | 3 | 1 | 11884.000 | 1339 | 0.556 | 4134 | 72 | 1.000 | 0.113 | 0 | 0 |
| 3678 | 43 | M | 3 | NaN | Married | $120K + | Silver | 33 | 5 | 2 | 3 | 34516.000 | 1844 | 1.051 | 4217 | 79 | 0.795 | 0.053 | 0 | 0 |
| 3679 | 47 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 26058.000 | 1664 | 0.916 | 3489 | 58 | 0.611 | 0.064 | 0 | 0 |
| 3680 | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 5 | 3 | 4 | 2808.000 | 2264 | 0.544 | 3562 | 74 | 0.682 | 0.806 | 0 | 0 |
| 3681 | 42 | F | 4 | NaN | NaN | Less than $40K | Blue | 34 | 5 | 3 | 2 | 1874.000 | 1341 | 0.952 | 3899 | 70 | 0.750 | 0.716 | 0 | 0 |
| 3682 | 35 | M | 0 | College | Single | $80K - $120K | Silver | 16 | 6 | 3 | 3 | 34516.000 | 0 | 0.524 | 2655 | 64 | 0.829 | 0.000 | 0 | 0 |
| 3683 | 61 | M | 0 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 11236.000 | 576 | 0.637 | 4253 | 80 | 0.600 | 0.051 | 0 | 0 |
| 3684 | 42 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 3 | 1 | 1 | 6380.000 | 1238 | 0.903 | 4119 | 66 | 0.610 | 0.194 | 0 | 0 |
| 3685 | 52 | M | 2 | High School | Single | $120K + | Blue | 43 | 3 | 2 | 3 | 34516.000 | 761 | 0.916 | 4313 | 82 | 0.547 | 0.022 | 0 | 0 |
| 3686 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 3 | 3 | 3 | 2664.000 | 0 | 0.731 | 3906 | 74 | 0.574 | 0.000 | 0 | 0 |
| 3687 | 50 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 42 | 3 | 3 | 4 | 1645.000 | 0 | 0.771 | 3838 | 60 | 0.463 | 0.000 | 0 | 0 |
| 3688 | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 5797.000 | 1779 | 0.785 | 2131 | 33 | 0.571 | 0.307 | 0 | 0 |
| 3689 | 45 | M | 1 | Uneducated | Divorced | $60K - $80K | Blue | 39 | 4 | 2 | 0 | 21721.000 | 1247 | 0.657 | 3937 | 63 | 0.658 | 0.057 | 0 | 0 |
| 3690 | 45 | M | 5 | Uneducated | Divorced | $60K - $80K | Silver | 36 | 4 | 2 | 4 | 31756.000 | 1459 | 0.687 | 4759 | 70 | 0.556 | 0.046 | 0 | 0 |
| 3691 | 43 | M | 4 | Graduate | Single | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 8333.000 | 774 | 0.984 | 3889 | 81 | 0.723 | 0.093 | 0 | 0 |
| 3692 | 41 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2067.000 | 1966 | 0.910 | 3033 | 41 | 0.708 | 0.951 | 1 | 1 |
| 3693 | 38 | F | 2 | Graduate | Single | abc | Blue | 24 | 3 | 2 | 3 | 2214.000 | 570 | 0.688 | 2066 | 45 | 0.250 | 0.257 | 1 | 1 |
| 3694 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 3 | 3 | 3775.000 | 0 | 0.581 | 2031 | 36 | 0.385 | 0.000 | 1 | 1 |
| 3695 | 41 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 33 | 6 | 3 | 3 | 4388.000 | 1519 | 0.787 | 4406 | 74 | 0.574 | 0.346 | 0 | 0 |
| 3696 | 64 | F | 0 | Graduate | Single | abc | Blue | 56 | 3 | 2 | 4 | 4100.000 | 863 | 0.992 | 3593 | 51 | 0.821 | 0.210 | 0 | 1 |
| 3697 | 46 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 5157.000 | 1485 | 0.699 | 4417 | 77 | 0.711 | 0.288 | 0 | 0 |
| 3698 | 61 | M | 0 | Post-Graduate | Single | $40K - $60K | Silver | 42 | 4 | 3 | 2 | 15939.000 | 0 | 0.791 | 3982 | 68 | 0.943 | 0.000 | 0 | 0 |
| 3699 | 46 | F | 0 | Graduate | Single | abc | Blue | 34 | 6 | 1 | 2 | 9216.000 | 2059 | 0.763 | 3630 | 78 | 0.560 | 0.223 | 0 | 0 |
| 3700 | 32 | F | 1 | High School | Married | abc | Blue | 22 | 3 | 2 | 3 | 3413.000 | 2517 | 0.984 | 4355 | 71 | 0.919 | 0.737 | 0 | 0 |
| 3701 | 43 | M | 3 | NaN | NaN | $80K - $120K | Blue | 38 | 6 | 2 | 3 | 20348.000 | 1732 | 0.674 | 1624 | 27 | 0.688 | 0.085 | 0 | 0 |
| 3702 | 34 | F | 2 | High School | Single | Less than $40K | Blue | 21 | 6 | 1 | 3 | 5015.000 | 1671 | 0.689 | 3161 | 77 | 0.878 | 0.333 | 0 | 0 |
| 3703 | 54 | F | 1 | College | Single | Less than $40K | Blue | 48 | 3 | 1 | 4 | 2440.000 | 1083 | 0.907 | 3017 | 53 | 0.710 | 0.444 | 0 | 1 |
| 3704 | 45 | F | 4 | College | Divorced | Less than $40K | Blue | 39 | 5 | 1 | 2 | 4948.000 | 1655 | 0.562 | 3711 | 64 | 0.524 | 0.334 | 0 | 0 |
| 3705 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 3 | 3 | 2468.000 | 0 | 1.057 | 3371 | 62 | 0.676 | 0.000 | 0 | 0 |
| 3706 | 42 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 11328.000 | 1369 | 0.585 | 1829 | 42 | 0.312 | 0.121 | 1 | 1 |
| 3707 | 49 | F | 2 | NaN | Married | Less than $40K | Blue | 32 | 3 | 1 | 3 | 1438.300 | 710 | 0.683 | 3808 | 80 | 0.569 | 0.494 | 0 | 0 |
| 3708 | 38 | M | 3 | Uneducated | Single | $60K - $80K | Silver | 31 | 5 | 3 | 2 | 34516.000 | 1566 | 1.106 | 3961 | 53 | 0.893 | 0.045 | 0 | 0 |
| 3709 | 51 | F | 2 | High School | Married | Less than $40K | Blue | 45 | 4 | 3 | 2 | 3183.000 | 1358 | 0.657 | 3988 | 81 | 0.688 | 0.427 | 0 | 0 |
| 3710 | 38 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 1438.300 | 0 | 0.461 | 1651 | 42 | 0.500 | 0.000 | 1 | 1 |
| 3711 | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 40 | 3 | 3 | 3 | 12945.000 | 1582 | 0.496 | 3369 | 59 | 0.788 | 0.122 | 0 | 0 |
| 3712 | 51 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 3 | 3 | 4 | 2458.000 | 0 | 0.819 | 3377 | 54 | 0.929 | 0.000 | 0 | 0 |
| 3713 | 40 | M | 2 | High School | Married | $80K - $120K | Silver | 36 | 5 | 3 | 0 | 34516.000 | 2183 | 0.739 | 3644 | 67 | 0.634 | 0.063 | 0 | 0 |
| 3714 | 44 | M | 2 | NaN | Married | $80K - $120K | Blue | 37 | 6 | 1 | 3 | 2617.000 | 2517 | 0.780 | 3104 | 70 | 0.750 | 0.962 | 0 | 0 |
| 3715 | 40 | M | 2 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 1 | 2 | 6500.000 | 2025 | 0.656 | 4738 | 82 | 0.673 | 0.312 | 0 | 0 |
| 3716 | 60 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 24528.000 | 2396 | 0.810 | 4070 | 67 | 0.718 | 0.098 | 0 | 0 |
| 3717 | 49 | M | 1 | High School | NaN | $60K - $80K | Blue | 38 | 3 | 3 | 2 | 15898.000 | 0 | 1.049 | 4184 | 54 | 1.077 | 0.000 | 0 | 0 |
| 3718 | 54 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 49 | 1 | 4 | 3 | 8516.000 | 0 | 0.549 | 2189 | 37 | 0.276 | 0.000 | 1 | 1 |
| 3719 | 50 | F | 3 | High School | Married | Less than $40K | Silver | 40 | 5 | 2 | 2 | 10062.000 | 1149 | 0.760 | 1964 | 44 | 0.467 | 0.114 | 0 | 0 |
| 3720 | 51 | M | 1 | Graduate | Married | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 9589.000 | 628 | 0.695 | 3971 | 66 | 0.784 | 0.065 | 0 | 0 |
| 3721 | 44 | F | 4 | NaN | Married | abc | Blue | 37 | 4 | 3 | 3 | 5826.000 | 0 | 0.689 | 3756 | 73 | 0.921 | 0.000 | 0 | 0 |
| 3722 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 3521.000 | 672 | 0.655 | 3291 | 65 | 0.757 | 0.191 | 0 | 0 |
| 3723 | 53 | M | 4 | NaN | Single | $60K - $80K | Blue | 42 | 3 | 3 | 4 | 8386.000 | 2375 | 0.539 | 4101 | 67 | 0.718 | 0.283 | 0 | 0 |
| 3724 | 42 | F | 4 | College | Single | abc | Blue | 34 | 5 | 3 | 2 | 15449.000 | 0 | 0.783 | 4098 | 81 | 0.588 | 0.000 | 0 | 0 |
| 3725 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 2 | 7323.000 | 0 | 0.518 | 4666 | 87 | 0.776 | 0.000 | 0 | 0 |
| 3726 | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 8924.000 | 0 | 0.547 | 1720 | 42 | 0.400 | 0.000 | 1 | 1 |
| 3727 | 52 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 37 | 6 | 3 | 4 | 1438.300 | 783 | 0.733 | 3464 | 70 | 0.795 | 0.544 | 0 | 0 |
| 3728 | 48 | F | 3 | Graduate | Married | $40K - $60K | Silver | 40 | 5 | 3 | 4 | 18965.000 | 2262 | 0.592 | 3066 | 69 | 0.816 | 0.119 | 0 | 0 |
| 3729 | 57 | M | 1 | High School | Single | $80K - $120K | Blue | 53 | 4 | 1 | 3 | 7976.000 | 585 | 0.925 | 4082 | 74 | 0.682 | 0.073 | 0 | 0 |
| 3730 | 47 | F | 4 | Post-Graduate | Single | abc | Blue | 36 | 6 | 1 | 0 | 3054.000 | 1862 | 0.589 | 3543 | 87 | 0.812 | 0.610 | 0 | 0 |
| 3731 | 53 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 5 | 2 | 3 | 10620.000 | 2090 | 0.880 | 3453 | 68 | 0.838 | 0.197 | 0 | 0 |
| 3732 | 61 | M | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 2 | 5 | 4 | 3984.000 | 2245 | 0.612 | 1821 | 39 | 0.696 | 0.564 | 1 | 1 |
| 3733 | 65 | M | 0 | High School | Single | $40K - $60K | Blue | 53 | 3 | 2 | 2 | 2507.000 | 1613 | 1.082 | 3325 | 67 | 0.675 | 0.643 | 0 | 0 |
| 3734 | 43 | M | 5 | Graduate | NaN | $40K - $60K | Blue | 38 | 3 | 3 | 2 | 7599.000 | 1100 | 0.365 | 4401 | 71 | 0.651 | 0.145 | 0 | 0 |
| 3735 | 40 | M | 5 | Graduate | NaN | $120K + | Blue | 27 | 5 | 2 | 3 | 31954.000 | 2297 | 0.516 | 4371 | 82 | 0.640 | 0.072 | 0 | 0 |
| 3736 | 40 | M | 3 | College | Divorced | $60K - $80K | Blue | 34 | 3 | 3 | 3 | 19666.000 | 1180 | 0.898 | 3391 | 54 | 0.636 | 0.060 | 0 | 0 |
| 3737 | 39 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 19 | 4 | 3 | 3 | 6628.000 | 1735 | 0.587 | 4050 | 89 | 0.935 | 0.262 | 0 | 0 |
| 3738 | 39 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 13049.000 | 943 | 0.686 | 3944 | 72 | 0.674 | 0.072 | 0 | 0 |
| 3739 | 45 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 37 | 3 | 3 | 1 | 3036.000 | 2517 | 0.882 | 2609 | 42 | 0.615 | 0.829 | 1 | 1 |
| 3740 | 48 | M | 4 | High School | Married | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 16575.000 | 0 | 0.760 | 3982 | 77 | 0.878 | 0.000 | 0 | 0 |
| 3741 | 38 | M | 1 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 4 | 23391.000 | 1977 | 0.558 | 4106 | 85 | 0.809 | 0.085 | 0 | 0 |
| 3742 | 51 | M | 0 | Uneducated | Divorced | $120K + | Blue | 41 | 4 | 1 | 0 | 23898.000 | 0 | 0.486 | 3781 | 66 | 0.610 | 0.000 | 0 | 0 |
| 3743 | 47 | F | 4 | NaN | NaN | Less than $40K | Blue | 36 | 5 | 3 | 2 | 4944.000 | 1151 | 0.801 | 3684 | 64 | 0.829 | 0.233 | 0 | 0 |
| 3744 | 48 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 6921.000 | 1023 | 0.816 | 4608 | 79 | 0.927 | 0.148 | 0 | 0 |
| 3745 | 47 | M | 1 | Graduate | Single | $80K - $120K | Blue | 31 | 4 | 1 | 2 | 18026.000 | 755 | 0.931 | 2760 | 56 | 1.000 | 0.042 | 0 | 0 |
| 3746 | 45 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 28 | 3 | 4 | 3 | 5216.000 | 1519 | 0.887 | 3434 | 49 | 0.690 | 0.291 | 0 | 1 |
| 3747 | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 54 | 6 | 5 | 2 | 7699.000 | 1758 | 0.641 | 5103 | 62 | 0.771 | 0.228 | 0 | 0 |
| 3748 | 49 | M | 4 | Uneducated | Married | Less than $40K | Blue | 39 | 6 | 1 | 4 | 7232.000 | 1830 | 1.002 | 4337 | 71 | 0.543 | 0.253 | 0 | 0 |
| 3749 | 61 | F | 0 | High School | Single | abc | Blue | 51 | 4 | 2 | 2 | 8476.000 | 0 | 0.675 | 3889 | 67 | 0.489 | 0.000 | 0 | 0 |
| 3750 | 51 | M | 1 | NaN | Married | $120K + | Blue | 31 | 5 | 1 | 2 | 25837.000 | 1812 | 0.686 | 3783 | 70 | 0.750 | 0.070 | 0 | 0 |
| 3751 | 48 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 1 | 4 | 1536.000 | 1017 | 0.589 | 3816 | 71 | 0.449 | 0.662 | 0 | 0 |
| 3752 | 44 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 4 | 4453.000 | 973 | 0.908 | 3239 | 66 | 0.650 | 0.219 | 0 | 0 |
| 3753 | 45 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 5 | 2 | 3 | 34516.000 | 880 | 0.687 | 3491 | 64 | 0.455 | 0.025 | 0 | 0 |
| 3754 | 49 | F | 3 | Graduate | NaN | Less than $40K | Blue | 39 | 4 | 2 | 0 | 4389.000 | 981 | 0.650 | 3598 | 75 | 0.705 | 0.224 | 0 | 0 |
| 3755 | 38 | F | 2 | Graduate | Single | abc | Blue | 27 | 4 | 2 | 3 | 13429.000 | 1246 | 1.055 | 3929 | 66 | 0.737 | 0.093 | 0 | 0 |
| 3756 | 42 | F | 1 | Doctorate | Married | Less than $40K | Blue | 27 | 5 | 3 | 3 | 1840.000 | 1565 | 0.950 | 4518 | 72 | 0.500 | 0.851 | 0 | 0 |
| 3757 | 44 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 13 | 4 | 2 | 3 | 17846.000 | 1568 | 1.064 | 3626 | 77 | 0.878 | 0.088 | 0 | 0 |
| 3758 | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 37 | 6 | 1 | 0 | 9013.000 | 0 | 0.597 | 3819 | 71 | 0.614 | 0.000 | 0 | 0 |
| 3759 | 40 | F | 2 | Graduate | Married | abc | Blue | 29 | 5 | 2 | 2 | 18862.000 | 2105 | 0.832 | 4449 | 86 | 0.686 | 0.112 | 0 | 0 |
| 3760 | 50 | F | 3 | Graduate | Married | abc | Blue | 39 | 5 | 3 | 2 | 3230.000 | 1172 | 0.514 | 4419 | 64 | 0.730 | 0.363 | 0 | 0 |
| 3761 | 46 | M | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 4 | 3 | 1 | 7958.000 | 1559 | 0.726 | 4962 | 72 | 0.714 | 0.196 | 0 | 0 |
| 3762 | 35 | M | 0 | High School | Divorced | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 5619.000 | 1504 | 0.775 | 2808 | 72 | 0.600 | 0.268 | 0 | 0 |
| 3763 | 49 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 5 | 1 | 4 | 4854.000 | 1212 | 0.308 | 3651 | 70 | 0.556 | 0.250 | 0 | 0 |
| 3764 | 62 | F | 1 | High School | NaN | $40K - $60K | Blue | 56 | 3 | 5 | 1 | 3807.000 | 2517 | 0.506 | 1739 | 36 | 0.500 | 0.661 | 1 | 1 |
| 3765 | 45 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 37 | 6 | 1 | 3 | 2529.000 | 1654 | 0.528 | 3428 | 84 | 0.680 | 0.654 | 0 | 0 |
| 3766 | 45 | M | 3 | NaN | Married | $60K - $80K | Blue | 40 | 3 | 5 | 3 | 4097.000 | 655 | 1.084 | 2611 | 51 | 0.545 | 0.160 | 1 | 1 |
| 3767 | 56 | M | 4 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3057.000 | 1077 | 0.934 | 4449 | 77 | 0.878 | 0.352 | 0 | 0 |
| 3768 | 58 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 4 | 1 | 4 | 1957.000 | 1152 | 0.899 | 4546 | 78 | 0.500 | 0.589 | 0 | 0 |
| 3769 | 51 | F | 3 | NaN | Single | Less than $40K | Blue | 41 | 5 | 1 | 2 | 2941.000 | 655 | 0.616 | 4099 | 66 | 0.571 | 0.223 | 0 | 0 |
| 3770 | 38 | M | 2 | NaN | NaN | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 11252.000 | 1129 | 0.462 | 1766 | 31 | 0.476 | 0.100 | 1 | 1 |
| 3771 | 39 | M | 3 | High School | Single | $60K - $80K | Blue | 26 | 6 | 1 | 4 | 24534.000 | 1475 | 0.528 | 3505 | 60 | 0.935 | 0.060 | 0 | 0 |
| 3772 | 43 | M | 4 | Graduate | Single | $120K + | Blue | 36 | 1 | 3 | 4 | 33384.000 | 0 | 0.631 | 2066 | 46 | 0.769 | 0.000 | 1 | 1 |
| 3773 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 2232.000 | 2002 | 1.107 | 3803 | 68 | 0.511 | 0.897 | 0 | 0 |
| 3774 | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 7582.000 | 1942 | 0.823 | 4926 | 85 | 0.635 | 0.256 | 0 | 0 |
| 3775 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 44 | 6 | 2 | 2 | 13884.000 | 1204 | 0.575 | 4650 | 70 | 0.556 | 0.087 | 0 | 0 |
| 3776 | 64 | F | 1 | College | NaN | Less than $40K | Blue | 56 | 3 | 1 | 2 | 6167.000 | 0 | 0.422 | 1648 | 43 | 0.536 | 0.000 | 1 | 1 |
| 3777 | 49 | F | 4 | Uneducated | NaN | abc | Blue | 39 | 5 | 2 | 3 | 11545.000 | 1732 | 0.871 | 3996 | 65 | 0.548 | 0.150 | 0 | 0 |
| 3778 | 47 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 35 | 3 | 3 | 2 | 2872.000 | 2517 | 0.606 | 3635 | 62 | 0.824 | 0.876 | 0 | 0 |
| 3779 | 44 | F | 2 | Graduate | Married | abc | Blue | 39 | 6 | 3 | 3 | 5666.000 | 2386 | 0.564 | 1981 | 42 | 1.000 | 0.421 | 1 | 1 |
| 3780 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 45 | 5 | 3 | 2 | 4417.000 | 0 | 0.904 | 4253 | 72 | 0.895 | 0.000 | 0 | 0 |
| 3781 | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 39 | 4 | 3 | 4 | 2991.000 | 1508 | 0.703 | 3734 | 64 | 0.882 | 0.504 | 0 | 0 |
| 3782 | 52 | F | 3 | Graduate | Single | Less than $40K | Silver | 34 | 3 | 2 | 2 | 13109.000 | 1375 | 0.742 | 3563 | 73 | 0.553 | 0.105 | 0 | 0 |
| 3783 | 57 | F | 2 | NaN | Single | Less than $40K | Blue | 46 | 5 | 2 | 2 | 5443.000 | 1889 | 0.421 | 4416 | 64 | 0.600 | 0.347 | 0 | 0 |
| 3784 | 65 | M | 0 | Graduate | Single | Less than $40K | Blue | 56 | 6 | 1 | 3 | 2717.000 | 0 | 0.736 | 3150 | 59 | 0.475 | 0.000 | 0 | 1 |
| 3785 | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 41 | 4 | 3 | 3 | 2628.000 | 2195 | 0.635 | 3608 | 68 | 0.417 | 0.835 | 0 | 0 |
| 3786 | 42 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 35 | 5 | 1 | 4 | 16054.000 | 0 | 0.446 | 3449 | 75 | 0.705 | 0.000 | 0 | 0 |
| 3787 | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 31 | 6 | 3 | 4 | 3216.000 | 0 | 0.683 | 4039 | 81 | 1.077 | 0.000 | 0 | 0 |
| 3788 | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 5 | 1438.300 | 0 | 0.314 | 1739 | 44 | 0.467 | 0.000 | 1 | 1 |
| 3789 | 46 | F | 2 | High School | Married | abc | Blue | 39 | 3 | 1 | 2 | 12295.000 | 1292 | 0.537 | 4177 | 63 | 0.750 | 0.105 | 0 | 0 |
| 3790 | 55 | F | 2 | Doctorate | Married | abc | Blue | 47 | 6 | 1 | 3 | 5794.000 | 0 | 0.732 | 4201 | 73 | 0.587 | 0.000 | 0 | 0 |
| 3791 | 51 | F | 0 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 2 | 1858.000 | 925 | 1.056 | 3660 | 72 | 0.600 | 0.498 | 0 | 0 |
| 3792 | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2593.000 | 1660 | 0.562 | 1974 | 33 | 1.062 | 0.640 | 0 | 0 |
| 3793 | 41 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 12420.000 | 0 | 0.709 | 4422 | 70 | 0.628 | 0.000 | 0 | 0 |
| 3794 | 41 | M | 3 | Graduate | Single | $60K - $80K | Blue | 29 | 5 | 3 | 3 | 2775.000 | 1664 | 0.809 | 2478 | 52 | 0.926 | 0.600 | 0 | 0 |
| 3795 | 43 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2886.000 | 0 | 0.587 | 2326 | 50 | 0.429 | 0.000 | 1 | 1 |
| 3796 | 45 | M | 2 | NaN | Single | $40K - $60K | Blue | 40 | 6 | 4 | 3 | 7037.000 | 0 | 0.583 | 4099 | 71 | 0.690 | 0.000 | 0 | 0 |
| 3797 | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 0 | 7065.000 | 990 | 0.503 | 3758 | 65 | 0.711 | 0.140 | 0 | 0 |
| 3798 | 63 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1896.000 | 0 | 0.747 | 2186 | 50 | 0.562 | 0.000 | 1 | 1 |
| 3799 | 46 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 42 | 6 | 2 | 1 | 11634.000 | 0 | 0.520 | 4447 | 74 | 0.574 | 0.000 | 0 | 0 |
| 3800 | 51 | F | 2 | Doctorate | Married | Less than $40K | Platinum | 42 | 3 | 2 | 3 | 15987.000 | 193 | 0.435 | 2021 | 46 | 0.394 | 0.012 | 1 | 1 |
| 3801 | 44 | F | 2 | Uneducated | Married | abc | Blue | 36 | 1 | 3 | 3 | 13735.000 | 1733 | 0.614 | 1783 | 43 | 0.654 | 0.126 | 1 | 1 |
| 3802 | 58 | M | 1 | NaN | Single | $40K - $60K | Blue | 52 | 3 | 2 | 3 | 3880.000 | 2517 | 0.673 | 3163 | 65 | 0.970 | 0.649 | 0 | 0 |
| 3803 | 38 | F | 2 | College | Single | Less than $40K | Blue | 21 | 4 | 1 | 2 | 6899.000 | 0 | 0.771 | 3848 | 71 | 0.690 | 0.000 | 0 | 0 |
| 3804 | 50 | M | 2 | Graduate | Married | $60K - $80K | Blue | 39 | 4 | 1 | 4 | 6508.000 | 2276 | 1.008 | 4254 | 77 | 0.711 | 0.350 | 0 | 0 |
| 3805 | 46 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5090.000 | 1650 | 0.580 | 3707 | 72 | 0.440 | 0.324 | 0 | 0 |
| 3806 | 47 | M | 4 | Graduate | Single | $120K + | Blue | 35 | 3 | 4 | 3 | 7015.000 | 0 | 0.456 | 1799 | 51 | 0.645 | 0.000 | 1 | 1 |
| 3807 | 51 | M | 2 | Uneducated | Divorced | $120K + | Blue | 41 | 4 | 2 | 3 | 30560.000 | 0 | 0.721 | 3736 | 55 | 0.719 | 0.000 | 0 | 0 |
| 3808 | 49 | M | 3 | NaN | Single | $80K - $120K | Blue | 44 | 1 | 3 | 4 | 4384.000 | 0 | 0.684 | 1832 | 49 | 0.581 | 0.000 | 1 | 1 |
| 3809 | 47 | F | 5 | NaN | Married | Less than $40K | Blue | 40 | 5 | 1 | 3 | 2950.000 | 2000 | 0.882 | 4742 | 79 | 0.837 | 0.678 | 0 | 0 |
| 3810 | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 34 | 6 | 3 | 3 | 1511.000 | 0 | 0.432 | 1329 | 35 | 0.591 | 0.000 | 1 | 1 |
| 3811 | 49 | F | 3 | Graduate | Single | abc | Blue | 31 | 2 | 3 | 4 | 4946.000 | 0 | 0.540 | 2239 | 38 | 0.407 | 0.000 | 1 | 1 |
| 3812 | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 3 | 3 | 3 | 7477.000 | 1960 | 1.008 | 3618 | 76 | 0.583 | 0.262 | 0 | 0 |
| 3813 | 57 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 49 | 4 | 3 | 3 | 32182.000 | 0 | 0.520 | 1937 | 46 | 0.704 | 0.000 | 1 | 1 |
| 3814 | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 42 | 4 | 1 | 2 | 5715.000 | 1214 | 0.858 | 3685 | 63 | 0.658 | 0.212 | 0 | 0 |
| 3815 | 49 | F | 4 | NaN | Single | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 9595.000 | 509 | 0.625 | 4050 | 72 | 0.500 | 0.053 | 0 | 0 |
| 3816 | 37 | M | 1 | High School | Single | $60K - $80K | Blue | 21 | 3 | 2 | 2 | 21952.000 | 1600 | 0.878 | 4087 | 70 | 0.628 | 0.073 | 0 | 0 |
| 3817 | 45 | F | 3 | NaN | Married | Less than $40K | Blue | 39 | 4 | 3 | 3 | 2606.000 | 1978 | 0.443 | 2191 | 42 | 0.500 | 0.759 | 0 | 0 |
| 3818 | 50 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 41 | 6 | 1 | 2 | 2826.000 | 1741 | 0.669 | 4488 | 73 | 0.825 | 0.616 | 0 | 0 |
| 3819 | 45 | F | 2 | High School | Single | Less than $40K | Blue | 26 | 4 | 3 | 4 | 1438.300 | 0 | 0.710 | 3749 | 77 | 0.604 | 0.000 | 0 | 0 |
| 3820 | 42 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 5667.000 | 812 | 0.620 | 2064 | 42 | 0.400 | 0.143 | 1 | 1 |
| 3821 | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 40 | 6 | 2 | 3 | 6366.000 | 1344 | 0.492 | 3258 | 58 | 0.758 | 0.211 | 0 | 0 |
| 3822 | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 2 | 2 | 2122.000 | 1189 | 0.398 | 4379 | 45 | 1.143 | 0.560 | 0 | 1 |
| 3823 | 44 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1687.000 | 1290 | 0.709 | 4247 | 87 | 0.706 | 0.765 | 0 | 0 |
| 3824 | 41 | M | 2 | College | NaN | $80K - $120K | Blue | 24 | 3 | 2 | 4 | 14320.000 | 0 | 0.754 | 4077 | 77 | 0.791 | 0.000 | 0 | 0 |
| 3825 | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 48 | 4 | 3 | 3 | 5972.000 | 1885 | 0.973 | 3491 | 65 | 0.711 | 0.316 | 0 | 0 |
| 3826 | 43 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 6 | 2 | 3 | 8771.000 | 1662 | 0.555 | 3779 | 72 | 0.756 | 0.189 | 0 | 0 |
| 3827 | 64 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 7112.000 | 1358 | 0.553 | 4951 | 73 | 0.587 | 0.191 | 0 | 0 |
| 3828 | 46 | M | 5 | Uneducated | Single | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 7333.000 | 875 | 0.807 | 3636 | 48 | 1.286 | 0.119 | 0 | 0 |
| 3829 | 37 | F | 4 | High School | Single | Less than $40K | Blue | 18 | 4 | 1 | 2 | 2001.000 | 1366 | 0.860 | 4590 | 66 | 0.571 | 0.683 | 0 | 0 |
| 3830 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 2 | 4 | 1438.300 | 639 | 0.768 | 4427 | 85 | 0.735 | 0.444 | 0 | 0 |
| 3831 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 5 | 2 | 1 | 34516.000 | 1416 | 0.491 | 4026 | 65 | 0.512 | 0.041 | 0 | 0 |
| 3832 | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4207.000 | 1921 | 0.766 | 3850 | 75 | 0.562 | 0.457 | 0 | 0 |
| 3833 | 38 | F | 2 | Doctorate | Single | Less than $40K | Blue | 31 | 6 | 3 | 2 | 1555.000 | 986 | 0.865 | 4686 | 75 | 0.667 | 0.634 | 0 | 0 |
| 3834 | 44 | M | 3 | Graduate | Married | $120K + | Blue | 32 | 4 | 2 | 2 | 34516.000 | 1344 | 0.523 | 4795 | 92 | 0.673 | 0.039 | 0 | 0 |
| 3835 | 55 | M | 1 | College | Single | $80K - $120K | Blue | 48 | 3 | 3 | 3 | 6846.000 | 0 | 0.620 | 1735 | 35 | 0.522 | 0.000 | 1 | 1 |
| 3836 | 50 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 1 | 4 | 2071.000 | 1035 | 0.754 | 4092 | 74 | 0.947 | 0.500 | 0 | 0 |
| 3837 | 43 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 30 | 3 | 2 | 4 | 11336.000 | 0 | 0.691 | 1809 | 39 | 0.345 | 0.000 | 1 | 1 |
| 3838 | 55 | M | 1 | Doctorate | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 15221.000 | 1166 | 0.839 | 3848 | 68 | 0.619 | 0.077 | 0 | 0 |
| 3839 | 47 | M | 3 | High School | Married | $80K - $120K | Blue | 34 | 3 | 3 | 3 | 21359.000 | 0 | 0.551 | 2064 | 63 | 0.853 | 0.000 | 1 | 1 |
| 3840 | 42 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 37 | 3 | 3 | 4 | 19366.000 | 1592 | 0.679 | 3627 | 66 | 1.000 | 0.082 | 0 | 0 |
| 3841 | 41 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 13 | 4 | 2 | 2 | 2243.000 | 1944 | 0.942 | 3216 | 77 | 0.674 | 0.867 | 0 | 0 |
| 3842 | 56 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 3 | 2 | 2 | 2923.000 | 1934 | 0.577 | 3861 | 68 | 0.700 | 0.662 | 0 | 0 |
| 3843 | 50 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 22 | 5 | 2 | 3 | 7853.000 | 1343 | 0.491 | 1814 | 37 | 0.370 | 0.171 | 0 | 1 |
| 3844 | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Silver | 30 | 6 | 3 | 3 | 16386.000 | 2236 | 1.004 | 3293 | 66 | 0.833 | 0.136 | 0 | 0 |
| 3845 | 48 | F | 4 | Graduate | Single | abc | Blue | 40 | 3 | 2 | 2 | 11164.000 | 859 | 0.915 | 4227 | 67 | 0.634 | 0.077 | 0 | 0 |
| 3846 | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 2960.000 | 1835 | 0.532 | 3941 | 64 | 0.455 | 0.620 | 0 | 0 |
| 3847 | 41 | M | 2 | High School | Married | $120K + | Blue | 36 | 4 | 3 | 2 | 10816.000 | 871 | 0.606 | 3221 | 68 | 0.581 | 0.081 | 0 | 0 |
| 3848 | 37 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 3 | 1 | 2 | 2917.000 | 2216 | 0.810 | 4524 | 67 | 0.489 | 0.760 | 0 | 0 |
| 3849 | 44 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2568.000 | 1603 | 0.432 | 3616 | 85 | 0.545 | 0.624 | 0 | 0 |
| 3850 | 44 | F | 3 | College | Single | Less than $40K | Blue | 30 | 6 | 3 | 3 | 4539.000 | 2053 | 0.705 | 2960 | 67 | 0.861 | 0.452 | 0 | 0 |
| 3851 | 48 | M | 4 | NaN | Married | $80K - $120K | Blue | 41 | 2 | 3 | 6 | 4806.000 | 1357 | 0.573 | 1771 | 35 | 0.346 | 0.282 | 1 | 1 |
| 3852 | 65 | F | 0 | Graduate | NaN | abc | Blue | 36 | 3 | 3 | 4 | 2025.000 | 1701 | 0.628 | 4056 | 71 | 0.578 | 0.840 | 0 | 0 |
| 3853 | 54 | M | 1 | Uneducated | NaN | $80K - $120K | Blue | 46 | 4 | 1 | 4 | 6249.000 | 2517 | 0.751 | 3988 | 68 | 0.789 | 0.403 | 0 | 0 |
| 3854 | 48 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 4 | 6 | 1 | 1686.000 | 1271 | 1.087 | 3445 | 64 | 0.730 | 0.754 | 0 | 0 |
| 3855 | 41 | M | 1 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 3 | 4 | 10239.000 | 2224 | 0.545 | 2149 | 40 | 1.105 | 0.217 | 0 | 1 |
| 3856 | 43 | F | 3 | Post-Graduate | NaN | Less than $40K | Blue | 23 | 5 | 3 | 3 | 4284.000 | 1094 | 0.630 | 3095 | 64 | 0.524 | 0.255 | 0 | 0 |
| 3857 | 46 | F | 5 | Uneducated | Single | Less than $40K | Blue | 38 | 6 | 1 | 4 | 2601.000 | 1604 | 0.853 | 4835 | 80 | 0.702 | 0.617 | 0 | 0 |
| 3858 | 47 | F | 2 | NaN | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1738.000 | 0 | 1.124 | 2572 | 62 | 0.938 | 0.000 | 0 | 0 |
| 3859 | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 4527.000 | 0 | 0.801 | 2441 | 37 | 0.370 | 0.000 | 1 | 1 |
| 3860 | 42 | M | 0 | High School | NaN | $80K - $120K | Silver | 35 | 5 | 2 | 3 | 34516.000 | 1934 | 0.626 | 4613 | 73 | 0.553 | 0.056 | 0 | 0 |
| 3861 | 47 | M | 5 | Post-Graduate | Married | Less than $40K | Blue | 41 | 4 | 2 | 1 | 3532.000 | 0 | 0.820 | 3162 | 56 | 0.600 | 0.000 | 0 | 0 |
| 3862 | 50 | F | 2 | Graduate | Single | abc | Blue | 41 | 5 | 2 | 4 | 4846.000 | 2490 | 0.788 | 3724 | 61 | 0.605 | 0.514 | 0 | 0 |
| 3863 | 43 | F | 3 | Graduate | Married | Less than $40K | Silver | 36 | 6 | 2 | 2 | 11392.000 | 0 | 0.821 | 3246 | 63 | 0.703 | 0.000 | 0 | 0 |
| 3864 | 49 | M | 1 | College | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 22036.000 | 1560 | 0.555 | 2139 | 48 | 0.714 | 0.071 | 0 | 1 |
| 3865 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 2 | 2772.000 | 1782 | 0.718 | 4739 | 88 | 0.796 | 0.643 | 0 | 0 |
| 3866 | 52 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 7474.000 | 2444 | 0.619 | 5100 | 79 | 0.717 | 0.327 | 0 | 0 |
| 3867 | 40 | M | 5 | NaN | Married | $80K - $120K | Blue | 33 | 4 | 2 | 4 | 34516.000 | 1501 | 0.813 | 3368 | 64 | 0.641 | 0.043 | 0 | 0 |
| 3868 | 46 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 11117.000 | 0 | 0.814 | 3099 | 69 | 0.816 | 0.000 | 0 | 0 |
| 3869 | 47 | F | 4 | Graduate | Married | abc | Blue | 33 | 6 | 3 | 1 | 10714.000 | 2407 | 0.378 | 4328 | 71 | 0.543 | 0.225 | 0 | 0 |
| 3870 | 60 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 5420.000 | 0 | 0.810 | 3477 | 60 | 0.622 | 0.000 | 0 | 0 |
| 3871 | 38 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 26 | 4 | 1 | 3 | 2652.000 | 2496 | 0.561 | 3691 | 58 | 1.071 | 0.941 | 0 | 0 |
| 3872 | 51 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 40 | 4 | 3 | 3 | 6492.000 | 719 | 0.711 | 4828 | 78 | 0.529 | 0.111 | 0 | 0 |
| 3873 | 62 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 50 | 3 | 2 | 4 | 11352.000 | 2517 | 0.751 | 4021 | 56 | 0.806 | 0.222 | 0 | 1 |
| 3874 | 52 | F | 5 | NaN | Single | abc | Blue | 36 | 3 | 1 | 3 | 3167.000 | 1387 | 0.899 | 4587 | 76 | 0.551 | 0.438 | 0 | 0 |
| 3875 | 41 | M | 3 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 1 | 7015.000 | 918 | 0.957 | 4410 | 70 | 0.591 | 0.131 | 0 | 0 |
| 3876 | 48 | M | 4 | Post-Graduate | Single | $120K + | Blue | 38 | 5 | 2 | 0 | 34516.000 | 1639 | 0.688 | 4959 | 74 | 0.805 | 0.047 | 0 | 0 |
| 3877 | 43 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 30 | 3 | 1 | 4 | 3244.000 | 2260 | 0.711 | 2313 | 39 | 0.857 | 0.697 | 0 | 1 |
| 3878 | 51 | F | 1 | College | Married | Less than $40K | Blue | 42 | 4 | 2 | 2 | 2431.000 | 0 | 0.886 | 3323 | 65 | 1.097 | 0.000 | 0 | 0 |
| 3879 | 42 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 4 | 1 | 3050.000 | 1824 | 0.771 | 1973 | 50 | 1.381 | 0.598 | 0 | 0 |
| 3880 | 54 | F | 4 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 1 | 4 | 2191.000 | 1655 | 1.008 | 4961 | 71 | 0.821 | 0.755 | 0 | 0 |
| 3881 | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 5677.000 | 1403 | 0.951 | 2730 | 58 | 0.758 | 0.247 | 0 | 0 |
| 3882 | 48 | F | 2 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 4 | 3 | 4176.000 | 1248 | 0.434 | 4889 | 62 | 0.632 | 0.299 | 0 | 0 |
| 3883 | 40 | M | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 1 | 2 | 2577.000 | 1812 | 0.666 | 4134 | 62 | 0.824 | 0.703 | 0 | 0 |
| 3884 | 65 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 4 | 1 | 3305.000 | 1909 | 0.371 | 4218 | 72 | 0.636 | 0.578 | 0 | 0 |
| 3885 | 47 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 0 | 9261.000 | 1605 | 0.571 | 2468 | 44 | 0.419 | 0.173 | 0 | 1 |
| 3886 | 64 | F | 0 | Graduate | Single | $40K - $60K | Blue | 56 | 6 | 2 | 1 | 1564.000 | 0 | 0.516 | 4018 | 69 | 0.605 | 0.000 | 0 | 0 |
| 3887 | 50 | F | 3 | NaN | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 12740.000 | 1173 | 1.040 | 3441 | 55 | 0.719 | 0.092 | 0 | 0 |
| 3888 | 57 | F | 3 | NaN | Single | abc | Silver | 36 | 6 | 3 | 2 | 34516.000 | 1698 | 0.823 | 3498 | 68 | 0.619 | 0.049 | 0 | 0 |
| 3889 | 58 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 52 | 1 | 2 | 4 | 3091.000 | 2517 | 0.602 | 1844 | 49 | 0.633 | 0.814 | 1 | 1 |
| 3890 | 39 | F | 1 | Graduate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 1 | 3812.000 | 1103 | 0.757 | 4080 | 65 | 0.625 | 0.289 | 0 | 0 |
| 3891 | 54 | F | 2 | High School | Single | abc | Blue | 44 | 4 | 3 | 4 | 3778.000 | 0 | 0.739 | 2367 | 45 | 0.452 | 0.000 | 1 | 1 |
| 3892 | 58 | M | 3 | High School | Married | $120K + | Blue | 50 | 6 | 2 | 4 | 12698.000 | 2361 | 0.799 | 4425 | 75 | 0.630 | 0.186 | 0 | 0 |
| 3893 | 41 | F | 3 | High School | Married | abc | Blue | 32 | 1 | 2 | 4 | 26229.000 | 0 | 0.504 | 2077 | 46 | 0.643 | 0.000 | 1 | 1 |
| 3894 | 51 | F | 4 | High School | Married | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 8346.000 | 1452 | 1.194 | 4141 | 79 | 0.612 | 0.174 | 0 | 0 |
| 3895 | 52 | M | 0 | Uneducated | NaN | $80K - $120K | Blue | 36 | 6 | 4 | 4 | 5395.000 | 2084 | 0.798 | 4689 | 69 | 0.725 | 0.386 | 0 | 0 |
| 3896 | 58 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 1490.000 | 1069 | 0.840 | 3790 | 85 | 0.889 | 0.717 | 0 | 0 |
| 3897 | 42 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 35 | 3 | 2 | 2 | 18274.000 | 1623 | 0.681 | 3886 | 81 | 0.800 | 0.089 | 0 | 0 |
| 3898 | 62 | F | 0 | High School | NaN | $40K - $60K | Blue | 49 | 4 | 1 | 1 | 4409.000 | 785 | 0.838 | 4160 | 61 | 0.649 | 0.178 | 0 | 0 |
| 3899 | 45 | M | 5 | Uneducated | Single | $80K - $120K | Blue | 38 | 3 | 4 | 4 | 7560.000 | 788 | 1.193 | 4296 | 68 | 0.700 | 0.104 | 0 | 0 |
| 3900 | 53 | M | 1 | Uneducated | NaN | $120K + | Blue | 47 | 4 | 2 | 2 | 20783.000 | 1257 | 0.724 | 3819 | 76 | 0.617 | 0.060 | 0 | 0 |
| 3901 | 53 | F | 2 | NaN | Single | $40K - $60K | Blue | 43 | 3 | 4 | 4 | 6188.000 | 2517 | 0.713 | 1997 | 43 | 1.048 | 0.407 | 0 | 1 |
| 3902 | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 5 | 3 | 4 | 27876.000 | 557 | 0.768 | 4654 | 88 | 0.660 | 0.020 | 0 | 0 |
| 3903 | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 30 | 5 | 2 | 3 | 1924.000 | 1471 | 1.485 | 3521 | 58 | 1.000 | 0.765 | 0 | 0 |
| 3904 | 40 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 4 | 29149.000 | 0 | 0.615 | 2106 | 56 | 0.697 | 0.000 | 1 | 1 |
| 3905 | 55 | F | 2 | Graduate | NaN | Less than $40K | Blue | 50 | 4 | 4 | 3 | 1438.300 | 0 | 0.639 | 1785 | 33 | 0.320 | 0.000 | 1 | 1 |
| 3906 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 33 | 6 | 4 | 4 | 3160.000 | 1180 | 1.000 | 3740 | 68 | 0.700 | 0.373 | 0 | 0 |
| 3907 | 38 | F | 2 | High School | Single | $40K - $60K | Blue | 25 | 6 | 2 | 3 | 1438.300 | 0 | 0.783 | 3990 | 75 | 0.596 | 0.000 | 0 | 0 |
| 3908 | 45 | M | 0 | Graduate | Married | $60K - $80K | Blue | 40 | 4 | 3 | 3 | 1438.300 | 0 | 0.555 | 4869 | 66 | 0.737 | 0.000 | 0 | 0 |
| 3909 | 40 | F | 3 | NaN | Married | Less than $40K | Blue | 28 | 2 | 3 | 3 | 1535.000 | 0 | 0.544 | 1921 | 41 | 0.464 | 0.000 | 1 | 1 |
| 3910 | 55 | F | 2 | College | Single | $40K - $60K | Blue | 35 | 4 | 4 | 4 | 1438.300 | 696 | 0.888 | 4307 | 76 | 0.900 | 0.484 | 0 | 0 |
| 3911 | 49 | F | 5 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 4 | 2331.000 | 1798 | 0.847 | 4061 | 66 | 0.692 | 0.771 | 0 | 0 |
| 3912 | 43 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 8156.000 | 0 | 0.663 | 3992 | 73 | 0.553 | 0.000 | 0 | 0 |
| 3913 | 47 | F | 3 | NaN | NaN | Less than $40K | Blue | 34 | 4 | 2 | 1 | 8109.000 | 541 | 0.958 | 3609 | 77 | 0.604 | 0.067 | 0 | 0 |
| 3914 | 43 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 4 | 4 | 2 | 5853.000 | 1190 | 0.936 | 3595 | 80 | 0.667 | 0.203 | 0 | 0 |
| 3915 | 48 | F | 4 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 5997.000 | 0 | 0.406 | 1457 | 42 | 0.500 | 0.000 | 1 | 1 |
| 3916 | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 32 | 6 | 3 | 4 | 10824.000 | 0 | 0.962 | 3700 | 73 | 0.738 | 0.000 | 0 | 0 |
| 3917 | 47 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 9300.000 | 769 | 0.680 | 3651 | 67 | 0.718 | 0.083 | 0 | 0 |
| 3918 | 51 | F | 2 | High School | Single | $40K - $60K | Blue | 32 | 4 | 1 | 2 | 5351.000 | 0 | 0.763 | 4596 | 78 | 0.500 | 0.000 | 0 | 0 |
| 3919 | 49 | F | 4 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 3 | 2097.000 | 1250 | 0.699 | 4148 | 71 | 0.543 | 0.596 | 0 | 0 |
| 3920 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 46 | 6 | 4 | 4 | 2266.000 | 0 | 0.565 | 3634 | 66 | 0.650 | 0.000 | 0 | 0 |
| 3921 | 55 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 13598.000 | 852 | 0.785 | 4047 | 76 | 0.810 | 0.063 | 0 | 0 |
| 3922 | 46 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 1803.000 | 0 | 0.415 | 1979 | 37 | 0.321 | 0.000 | 1 | 1 |
| 3923 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 1 | 4 | 6292.000 | 0 | 0.515 | 3687 | 74 | 0.644 | 0.000 | 0 | 0 |
| 3924 | 65 | M | 1 | Graduate | Single | abc | Blue | 56 | 4 | 3 | 3 | 23566.000 | 1670 | 0.735 | 3129 | 79 | 0.837 | 0.071 | 0 | 0 |
| 3925 | 51 | F | 4 | Uneducated | Single | Less than $40K | Blue | 37 | 4 | 4 | 2 | 1765.000 | 1487 | 0.738 | 3333 | 66 | 1.000 | 0.842 | 0 | 0 |
| 3926 | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 4 | 2 | 3 | 4964.000 | 2316 | 0.793 | 3279 | 66 | 0.941 | 0.467 | 0 | 0 |
| 3927 | 42 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 32 | 5 | 3 | 2 | 3741.000 | 0 | 0.959 | 4402 | 55 | 0.833 | 0.000 | 0 | 0 |
| 3928 | 49 | F | 3 | High School | Single | abc | Silver | 36 | 3 | 2 | 2 | 31631.000 | 0 | 0.632 | 3418 | 58 | 0.758 | 0.000 | 0 | 0 |
| 3929 | 40 | M | 3 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 5014.000 | 1887 | 0.806 | 4391 | 66 | 0.571 | 0.376 | 0 | 0 |
| 3930 | 45 | F | 4 | High School | Married | Less than $40K | Blue | 34 | 6 | 4 | 1 | 2484.000 | 1543 | 0.703 | 3802 | 68 | 0.447 | 0.621 | 0 | 0 |
| 3931 | 65 | M | 1 | Graduate | Single | Less than $40K | Blue | 56 | 5 | 3 | 2 | 7636.000 | 0 | 0.801 | 3880 | 67 | 0.811 | 0.000 | 0 | 0 |
| 3932 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 35 | 6 | 3 | 3 | 11096.000 | 0 | 0.881 | 3949 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3933 | 47 | F | 3 | Uneducated | Married | abc | Blue | 42 | 4 | 1 | 4 | 25027.000 | 1501 | 1.063 | 3357 | 62 | 0.771 | 0.060 | 0 | 0 |
| 3934 | 44 | M | 3 | Post-Graduate | Married | $120K + | Blue | 35 | 3 | 4 | 1 | 27391.000 | 587 | 0.821 | 2862 | 56 | 1.240 | 0.021 | 0 | 1 |
| 3935 | 58 | F | 1 | Uneducated | Divorced | abc | Blue | 54 | 3 | 5 | 3 | 3266.000 | 859 | 0.740 | 2151 | 46 | 0.438 | 0.263 | 1 | 1 |
| 3936 | 50 | M | 1 | Graduate | Divorced | $60K - $80K | Blue | 44 | 3 | 4 | 3 | 7050.000 | 1008 | 0.639 | 2176 | 39 | 0.560 | 0.143 | 1 | 1 |
| 3937 | 54 | F | 0 | High School | Married | Less than $40K | Blue | 45 | 5 | 2 | 2 | 2704.000 | 789 | 1.039 | 4839 | 92 | 0.769 | 0.292 | 0 | 0 |
| 3938 | 40 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 25 | 4 | 3 | 4 | 11721.000 | 1175 | 0.779 | 4187 | 73 | 0.825 | 0.100 | 0 | 0 |
| 3939 | 49 | F | 4 | NaN | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2432.000 | 0 | 1.293 | 4340 | 76 | 0.767 | 0.000 | 0 | 0 |
| 3940 | 39 | F | 0 | NaN | Married | $40K - $60K | Silver | 34 | 3 | 0 | 3 | 15142.000 | 0 | 0.761 | 2458 | 41 | 0.577 | 0.000 | 1 | 1 |
| 3941 | 51 | F | 3 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1936.000 | 0 | 0.705 | 4072 | 72 | 0.756 | 0.000 | 0 | 0 |
| 3942 | 64 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 1829.000 | 0 | 0.576 | 3950 | 65 | 0.548 | 0.000 | 0 | 0 |
| 3943 | 43 | F | 4 | High School | NaN | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2786.000 | 1793 | 0.803 | 3646 | 68 | 0.659 | 0.644 | 0 | 0 |
| 3944 | 38 | F | 2 | Graduate | Single | abc | Blue | 30 | 4 | 1 | 4 | 19595.000 | 610 | 0.582 | 4079 | 65 | 0.585 | 0.031 | 0 | 0 |
| 3945 | 44 | M | 2 | NaN | Married | $60K - $80K | Blue | 34 | 4 | 4 | 4 | 3828.000 | 1146 | 0.681 | 4558 | 90 | 0.636 | 0.299 | 0 | 0 |
| 3946 | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 1 | 4 | 4786.000 | 0 | 0.789 | 4347 | 69 | 0.683 | 0.000 | 0 | 0 |
| 3947 | 44 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 5 | 3 | 0 | 22143.000 | 730 | 0.871 | 4263 | 62 | 0.632 | 0.033 | 0 | 0 |
| 3948 | 44 | M | 4 | Doctorate | Divorced | $80K - $120K | Blue | 34 | 5 | 1 | 4 | 7150.000 | 1887 | 0.455 | 3636 | 69 | 0.643 | 0.264 | 0 | 0 |
| 3949 | 63 | M | 1 | NaN | Single | $60K - $80K | Silver | 53 | 5 | 4 | 4 | 25502.000 | 1450 | 0.797 | 4323 | 81 | 0.688 | 0.057 | 0 | 0 |
| 3950 | 40 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 35 | 3 | 4 | 3 | 20178.000 | 1553 | 0.324 | 1735 | 44 | 0.375 | 0.077 | 1 | 1 |
| 3951 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 5258.000 | 1994 | 0.725 | 3972 | 73 | 0.587 | 0.379 | 0 | 0 |
| 3952 | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 34 | 3 | 3 | 2 | 1561.000 | 0 | 0.502 | 1947 | 28 | 0.556 | 0.000 | 1 | 1 |
| 3953 | 43 | M | 3 | High School | Single | $60K - $80K | Blue | 30 | 6 | 2 | 4 | 11550.000 | 1505 | 1.034 | 3891 | 76 | 0.900 | 0.130 | 0 | 0 |
| 3954 | 58 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 2 | 3 | 4 | 28618.000 | 0 | 0.685 | 1712 | 41 | 0.414 | 0.000 | 1 | 1 |
| 3955 | 47 | M | 4 | College | NaN | $60K - $80K | Blue | 35 | 4 | 2 | 3 | 6623.000 | 1823 | 0.811 | 2293 | 47 | 0.567 | 0.275 | 0 | 1 |
| 3956 | 49 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 3 | 4 | 3 | 8136.000 | 2517 | 0.674 | 2179 | 40 | 0.429 | 0.309 | 1 | 1 |
| 3957 | 42 | M | 3 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 2 | 19156.000 | 1353 | 1.410 | 3547 | 61 | 0.649 | 0.071 | 0 | 0 |
| 3958 | 55 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 7982.000 | 897 | 0.778 | 4387 | 71 | 0.511 | 0.112 | 0 | 0 |
| 3959 | 45 | F | 2 | Graduate | Single | abc | Blue | 38 | 6 | 2 | 3 | 3120.000 | 2517 | 0.736 | 2468 | 43 | 0.536 | 0.807 | 1 | 1 |
| 3960 | 60 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 50 | 4 | 1 | 2 | 4606.000 | 0 | 0.857 | 4181 | 63 | 1.032 | 0.000 | 0 | 0 |
| 3961 | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 2005.000 | 1143 | 0.824 | 4311 | 70 | 0.591 | 0.570 | 0 | 0 |
| 3962 | 50 | M | 3 | High School | Single | $40K - $60K | Blue | 31 | 5 | 3 | 3 | 9949.000 | 1597 | 0.659 | 3776 | 83 | 0.596 | 0.161 | 0 | 0 |
| 3963 | 41 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2892.000 | 2517 | 0.777 | 2257 | 48 | 0.714 | 0.870 | 1 | 1 |
| 3964 | 51 | F | 4 | Uneducated | NaN | Less than $40K | Blue | 40 | 3 | 3 | 4 | 7093.000 | 918 | 0.560 | 3877 | 75 | 0.744 | 0.129 | 0 | 0 |
| 3965 | 47 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 4 | 3 | 1896.000 | 1119 | 0.671 | 4028 | 76 | 0.767 | 0.590 | 0 | 0 |
| 3966 | 47 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 5 | 2 | 4 | 3569.000 | 1030 | 1.090 | 4612 | 75 | 0.923 | 0.289 | 0 | 0 |
| 3967 | 41 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 4663.000 | 0 | 0.892 | 3831 | 81 | 0.761 | 0.000 | 0 | 0 |
| 3968 | 55 | F | 3 | Graduate | Single | abc | Blue | 44 | 6 | 6 | 3 | 2553.000 | 1823 | 0.574 | 3853 | 69 | 0.683 | 0.714 | 0 | 0 |
| 3969 | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 31 | 3 | 1 | 3 | 5362.000 | 1110 | 0.651 | 3548 | 69 | 0.500 | 0.207 | 0 | 0 |
| 3970 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 6 | 4 | 2873.000 | 1247 | 0.889 | 3943 | 80 | 0.702 | 0.434 | 0 | 0 |
| 3971 | 40 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 4 | 3 | 7840.000 | 0 | 0.726 | 4062 | 71 | 0.578 | 0.000 | 0 | 0 |
| 3972 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 2209.000 | 0 | 0.749 | 4419 | 68 | 0.619 | 0.000 | 0 | 0 |
| 3973 | 36 | F | 2 | College | Married | Less than $40K | Blue | 17 | 5 | 2 | 2 | 1971.000 | 0 | 0.613 | 4979 | 77 | 0.571 | 0.000 | 0 | 0 |
| 3974 | 48 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1438.300 | 665 | 0.750 | 4100 | 84 | 0.615 | 0.462 | 0 | 0 |
| 3975 | 41 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 6230.000 | 1173 | 0.607 | 3769 | 77 | 0.540 | 0.188 | 0 | 0 |
| 3976 | 47 | F | 4 | Graduate | NaN | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 2636.000 | 1589 | 0.864 | 3858 | 70 | 0.522 | 0.603 | 0 | 0 |
| 3977 | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 22243.000 | 1377 | 0.567 | 3200 | 91 | 0.717 | 0.062 | 0 | 0 |
| 3978 | 50 | F | 2 | NaN | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2855.000 | 527 | 0.678 | 3645 | 69 | 0.605 | 0.185 | 0 | 0 |
| 3979 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 4 | 7578.000 | 1794 | 0.620 | 5328 | 78 | 0.625 | 0.237 | 0 | 0 |
| 3980 | 47 | F | 1 | High School | Single | abc | Blue | 40 | 5 | 4 | 4 | 8440.000 | 2087 | 0.804 | 4161 | 74 | 0.644 | 0.247 | 0 | 0 |
| 3981 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 4186.000 | 0 | 0.888 | 4590 | 69 | 0.816 | 0.000 | 0 | 0 |
| 3982 | 44 | M | 4 | College | Single | $80K - $120K | Blue | 34 | 4 | 4 | 3 | 22074.000 | 0 | 1.199 | 4406 | 80 | 0.739 | 0.000 | 0 | 0 |
| 3983 | 46 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 29 | 1 | 2 | 5 | 17667.000 | 0 | 0.569 | 1775 | 42 | 0.556 | 0.000 | 1 | 1 |
| 3984 | 39 | M | 4 | Graduate | Married | $120K + | Blue | 28 | 3 | 2 | 3 | 26548.000 | 1829 | 0.685 | 3450 | 83 | 1.024 | 0.069 | 0 | 0 |
| 3985 | 51 | M | 2 | Graduate | Single | $60K - $80K | Blue | 40 | 4 | 3 | 0 | 3532.000 | 764 | 0.681 | 4066 | 74 | 0.574 | 0.216 | 0 | 0 |
| 3986 | 45 | F | 4 | High School | Single | abc | Blue | 35 | 3 | 4 | 2 | 8795.000 | 2517 | 0.625 | 4552 | 81 | 0.588 | 0.286 | 0 | 0 |
| 3987 | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 3 | 4 | 2162.000 | 1882 | 0.934 | 3825 | 70 | 0.750 | 0.870 | 0 | 0 |
| 3988 | 47 | M | 4 | Uneducated | Single | $120K + | Blue | 37 | 3 | 2 | 6 | 34516.000 | 1126 | 0.575 | 1736 | 35 | 0.400 | 0.033 | 1 | 1 |
| 3989 | 53 | F | 4 | Graduate | Single | abc | Gold | 41 | 5 | 1 | 2 | 34516.000 | 2374 | 0.810 | 4390 | 77 | 0.604 | 0.069 | 0 | 0 |
| 3990 | 44 | M | 1 | College | Divorced | $80K - $120K | Silver | 39 | 2 | 3 | 2 | 34516.000 | 2361 | 0.529 | 1853 | 36 | 0.385 | 0.068 | 1 | 1 |
| 3991 | 41 | M | 3 | Post-Graduate | Divorced | $120K + | Blue | 29 | 6 | 1 | 3 | 3491.000 | 2506 | 0.873 | 4855 | 79 | 0.580 | 0.718 | 0 | 0 |
| 3992 | 52 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 3 | 3 | 4 | 6060.000 | 1687 | 0.563 | 3953 | 65 | 0.711 | 0.278 | 0 | 0 |
| 3993 | 48 | F | 3 | Graduate | Divorced | abc | Blue | 41 | 3 | 4 | 3 | 7860.000 | 0 | 0.598 | 3512 | 76 | 0.617 | 0.000 | 0 | 0 |
| 3994 | 48 | M | 4 | College | Married | $80K - $120K | Blue | 32 | 5 | 2 | 3 | 25190.000 | 0 | 0.467 | 1533 | 41 | 0.323 | 0.000 | 1 | 1 |
| 3995 | 50 | M | 4 | College | Divorced | $60K - $80K | Blue | 44 | 4 | 2 | 3 | 13911.000 | 2160 | 0.730 | 2204 | 60 | 0.667 | 0.155 | 0 | 0 |
| 3996 | 51 | M | 1 | High School | Single | $60K - $80K | Blue | 36 | 6 | 4 | 4 | 2281.000 | 1751 | 0.761 | 4241 | 76 | 0.854 | 0.768 | 0 | 0 |
| 3997 | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 5652.000 | 548 | 0.647 | 3710 | 70 | 0.458 | 0.097 | 0 | 0 |
| 3998 | 44 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1606.000 | 1578 | 0.850 | 2418 | 44 | 0.467 | 0.983 | 1 | 1 |
| 3999 | 45 | F | 3 | Graduate | Married | abc | Blue | 41 | 5 | 4 | 2 | 2777.000 | 2118 | 1.036 | 4442 | 64 | 0.829 | 0.763 | 0 | 0 |
| 4000 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 4 | 4 | 2223.000 | 597 | 0.572 | 3331 | 67 | 0.675 | 0.269 | 0 | 0 |
| 4001 | 48 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 29 | 6 | 1 | 2 | 2916.000 | 1074 | 0.774 | 4020 | 84 | 0.680 | 0.368 | 0 | 0 |
| 4002 | 45 | M | 2 | NaN | Married | $120K + | Blue | 40 | 4 | 4 | 4 | 16476.000 | 1374 | 0.459 | 4717 | 71 | 0.690 | 0.083 | 0 | 0 |
| 4003 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 9598.000 | 1092 | 0.600 | 2216 | 54 | 0.588 | 0.114 | 0 | 0 |
| 4004 | 42 | M | 1 | Uneducated | Divorced | $60K - $80K | Blue | 30 | 3 | 2 | 2 | 18570.000 | 1892 | 0.748 | 4036 | 78 | 0.773 | 0.102 | 0 | 0 |
| 4005 | 54 | F | 4 | Graduate | Single | Less than $40K | Silver | 36 | 3 | 2 | 3 | 13626.000 | 0 | 0.411 | 1711 | 30 | 0.250 | 0.000 | 1 | 1 |
| 4006 | 29 | F | 2 | NaN | Single | Less than $40K | Blue | 21 | 4 | 3 | 2 | 2298.000 | 0 | 0.776 | 4814 | 88 | 0.630 | 0.000 | 0 | 0 |
| 4007 | 40 | F | 3 | College | Married | abc | Blue | 36 | 4 | 2 | 4 | 9191.000 | 1666 | 0.815 | 4275 | 83 | 0.766 | 0.181 | 0 | 0 |
| 4008 | 58 | F | 2 | High School | Single | Less than $40K | Blue | 50 | 4 | 3 | 4 | 1438.300 | 818 | 0.917 | 4196 | 71 | 1.088 | 0.569 | 0 | 0 |
| 4009 | 50 | F | 1 | Doctorate | Married | abc | Blue | 37 | 6 | 4 | 3 | 4181.000 | 0 | 0.912 | 3057 | 54 | 0.688 | 0.000 | 0 | 1 |
| 4010 | 48 | M | 3 | College | Married | $40K - $60K | Blue | 35 | 3 | 1 | 3 | 2592.000 | 0 | 0.767 | 4177 | 85 | 0.771 | 0.000 | 0 | 0 |
| 4011 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 6 | 3 | 3 | 7540.000 | 773 | 0.688 | 4755 | 58 | 0.706 | 0.103 | 0 | 0 |
| 4012 | 43 | F | 3 | College | Divorced | Less than $40K | Blue | 31 | 6 | 4 | 3 | 1477.000 | 0 | 0.756 | 4802 | 82 | 0.864 | 0.000 | 0 | 0 |
| 4013 | 58 | F | 0 | Uneducated | Single | Less than $40K | Blue | 48 | 6 | 2 | 4 | 2628.000 | 1542 | 0.930 | 4335 | 76 | 0.727 | 0.587 | 0 | 0 |
| 4014 | 46 | M | 1 | Graduate | Single | $80K - $120K | Blue | 41 | 4 | 2 | 3 | 8916.000 | 0 | 0.631 | 2773 | 62 | 0.676 | 0.000 | 0 | 0 |
| 4015 | 52 | F | 1 | Post-Graduate | Married | abc | Blue | 42 | 5 | 1 | 2 | 1481.000 | 0 | 0.698 | 4435 | 67 | 0.718 | 0.000 | 0 | 0 |
| 4016 | 44 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 39 | 4 | 2 | 1 | 1555.000 | 0 | 0.583 | 3811 | 65 | 0.711 | 0.000 | 0 | 0 |
| 4017 | 45 | M | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 4 | 8580.000 | 1636 | 0.393 | 1880 | 37 | 0.233 | 0.191 | 1 | 1 |
| 4018 | 48 | F | 4 | Graduate | Married | $40K - $60K | Silver | 43 | 3 | 1 | 0 | 21163.000 | 2517 | 0.569 | 1732 | 35 | 0.458 | 0.119 | 0 | 0 |
| 4019 | 39 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2936.000 | 0 | 0.842 | 4876 | 74 | 0.542 | 0.000 | 0 | 0 |
| 4020 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 51 | 3 | 3 | 4 | 1438.300 | 0 | 0.798 | 3877 | 70 | 0.556 | 0.000 | 0 | 0 |
| 4021 | 54 | M | 2 | Graduate | Single | $60K - $80K | Silver | 45 | 2 | 3 | 2 | 30540.000 | 0 | 0.602 | 1980 | 36 | 0.800 | 0.000 | 1 | 1 |
| 4022 | 47 | M | 5 | High School | Married | $60K - $80K | Blue | 38 | 4 | 1 | 2 | 7357.000 | 1069 | 0.770 | 3943 | 64 | 0.641 | 0.145 | 0 | 0 |
| 4023 | 44 | F | 4 | Uneducated | Married | Less than $40K | Silver | 36 | 6 | 3 | 0 | 11879.000 | 0 | 0.735 | 3490 | 62 | 0.938 | 0.000 | 0 | 0 |
| 4024 | 52 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 4 | 1 | 3 | 21877.000 | 1073 | 0.908 | 3283 | 56 | 1.000 | 0.049 | 0 | 0 |
| 4025 | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 35 | 4 | 3 | 3 | 7255.000 | 0 | 0.900 | 3148 | 62 | 0.824 | 0.000 | 0 | 0 |
| 4026 | 55 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 6394.000 | 0 | 0.656 | 3470 | 69 | 0.917 | 0.000 | 0 | 0 |
| 4027 | 49 | M | 2 | High School | Divorced | $80K - $120K | Blue | 36 | 4 | 2 | 4 | 34516.000 | 2517 | 0.376 | 1789 | 48 | 0.455 | 0.073 | 1 | 1 |
| 4028 | 38 | M | 5 | College | Single | $60K - $80K | Blue | 25 | 4 | 3 | 0 | 5597.000 | 1118 | 0.753 | 4599 | 89 | 0.648 | 0.200 | 0 | 0 |
| 4029 | 42 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 4 | 2 | 2 | 32535.000 | 0 | 0.792 | 4374 | 79 | 0.795 | 0.000 | 0 | 0 |
| 4030 | 38 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 2 | 2 | 2 | 4391.000 | 1933 | 0.579 | 1849 | 36 | 0.385 | 0.440 | 1 | 1 |
| 4031 | 46 | M | 4 | High School | NaN | $40K - $60K | Blue | 41 | 6 | 1 | 2 | 8738.000 | 1172 | 0.650 | 3121 | 60 | 0.395 | 0.134 | 0 | 0 |
| 4032 | 42 | F | 2 | Doctorate | Married | Less than $40K | Blue | 32 | 6 | 6 | 0 | 1592.000 | 0 | 0.745 | 4172 | 70 | 0.750 | 0.000 | 0 | 0 |
| 4033 | 65 | M | 0 | Doctorate | Single | Less than $40K | Blue | 52 | 3 | 3 | 4 | 3675.000 | 0 | 0.664 | 3798 | 53 | 0.472 | 0.000 | 0 | 1 |
| 4034 | 48 | M | 4 | High School | Single | $120K + | Blue | 39 | 3 | 4 | 4 | 24593.000 | 0 | 0.777 | 2084 | 31 | 0.550 | 0.000 | 1 | 1 |
| 4035 | 55 | F | 2 | College | NaN | abc | Blue | 41 | 6 | 2 | 2 | 7613.000 | 0 | 0.680 | 4268 | 69 | 0.725 | 0.000 | 0 | 0 |
| 4036 | 45 | M | 4 | NaN | Married | $120K + | Blue | 31 | 1 | 4 | 3 | 26107.000 | 0 | 0.550 | 1697 | 47 | 0.424 | 0.000 | 1 | 1 |
| 4037 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 4287.000 | 0 | 0.294 | 1635 | 41 | 0.242 | 0.000 | 1 | 1 |
| 4038 | 57 | M | 1 | Graduate | Single | $60K - $80K | Blue | 44 | 3 | 3 | 2 | 9843.000 | 1273 | 0.563 | 3677 | 66 | 0.571 | 0.129 | 0 | 0 |
| 4039 | 50 | M | 2 | High School | Married | $60K - $80K | Blue | 32 | 3 | 1 | 3 | 10733.000 | 783 | 0.732 | 3910 | 66 | 0.650 | 0.073 | 0 | 0 |
| 4040 | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 3 | 2 | 0 | 3460.000 | 955 | 0.644 | 3642 | 69 | 0.769 | 0.276 | 0 | 0 |
| 4041 | 46 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 1 | 4 | 1996.000 | 1544 | 0.919 | 3760 | 69 | 0.683 | 0.774 | 0 | 0 |
| 4042 | 49 | M | 2 | High School | Married | $60K - $80K | Blue | 38 | 5 | 2 | 1 | 5536.000 | 756 | 0.635 | 3918 | 70 | 0.628 | 0.137 | 0 | 0 |
| 4043 | 31 | F | 0 | Graduate | Divorced | abc | Blue | 26 | 3 | 3 | 3 | 1469.000 | 0 | 0.915 | 4331 | 89 | 0.935 | 0.000 | 0 | 0 |
| 4044 | 54 | M | 2 | Post-Graduate | Single | $120K + | Blue | 45 | 3 | 1 | 4 | 5597.000 | 0 | 0.596 | 4844 | 58 | 0.871 | 0.000 | 0 | 1 |
| 4045 | 51 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8960.000 | 2222 | 0.382 | 1853 | 40 | 0.333 | 0.248 | 1 | 1 |
| 4046 | 52 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 42 | 3 | 2 | 0 | 5693.000 | 0 | 0.928 | 4003 | 64 | 0.684 | 0.000 | 0 | 0 |
| 4047 | 43 | M | 3 | Graduate | Single | Less than $40K | Blue | 31 | 3 | 1 | 2 | 4098.000 | 1776 | 0.673 | 3939 | 84 | 0.647 | 0.433 | 0 | 0 |
| 4048 | 44 | M | 3 | High School | Single | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 18358.000 | 1044 | 0.524 | 3920 | 85 | 0.491 | 0.057 | 0 | 0 |
| 4049 | 44 | M | 0 | High School | Single | $40K - $60K | Blue | 33 | 5 | 1 | 3 | 2337.000 | 1442 | 0.659 | 3945 | 65 | 0.548 | 0.617 | 0 | 0 |
| 4050 | 51 | M | 3 | High School | Married | $60K - $80K | Blue | 31 | 3 | 3 | 3 | 8989.000 | 0 | 0.470 | 2031 | 53 | 1.038 | 0.000 | 1 | 1 |
| 4051 | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2124.000 | 1426 | 0.966 | 3210 | 52 | 0.733 | 0.671 | 0 | 0 |
| 4052 | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 48 | 4 | 3 | 2 | 3968.000 | 1374 | 0.703 | 4641 | 65 | 0.711 | 0.346 | 0 | 0 |
| 4053 | 42 | M | 3 | High School | NaN | $40K - $60K | Blue | 37 | 6 | 2 | 4 | 2793.000 | 1661 | 1.117 | 3247 | 69 | 0.865 | 0.595 | 0 | 0 |
| 4054 | 53 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 33 | 4 | 2 | 2 | 13513.000 | 1495 | 0.505 | 3503 | 68 | 0.511 | 0.111 | 0 | 0 |
| 4055 | 43 | M | 3 | Graduate | Single | $80K - $120K | Blue | 33 | 3 | 3 | 2 | 16351.000 | 1541 | 0.763 | 3475 | 82 | 0.673 | 0.094 | 0 | 0 |
| 4056 | 51 | M | 1 | Graduate | Single | $60K - $80K | Blue | 43 | 5 | 2 | 4 | 9619.000 | 1731 | 0.712 | 3690 | 76 | 0.520 | 0.180 | 0 | 0 |
| 4057 | 56 | M | 3 | High School | Single | $80K - $120K | Blue | 44 | 5 | 2 | 0 | 19030.000 | 912 | 0.894 | 4137 | 72 | 0.532 | 0.048 | 0 | 0 |
| 4058 | 44 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2107.000 | 0 | 0.975 | 4007 | 82 | 0.952 | 0.000 | 0 | 0 |
| 4059 | 55 | F | 1 | Graduate | Single | Less than $40K | Blue | 42 | 6 | 3 | 2 | 2517.000 | 1257 | 0.834 | 4528 | 75 | 0.786 | 0.499 | 0 | 0 |
| 4060 | 41 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 3179.000 | 1229 | 0.781 | 4337 | 82 | 1.050 | 0.387 | 0 | 0 |
| 4061 | 48 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 4 | 3968.000 | 935 | 0.649 | 4128 | 72 | 0.674 | 0.236 | 0 | 0 |
| 4062 | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 35 | 6 | 3 | 2 | 5065.000 | 1362 | 0.680 | 3555 | 75 | 0.471 | 0.269 | 0 | 0 |
| 4063 | 65 | F | 0 | College | Single | Less than $40K | Silver | 56 | 3 | 4 | 3 | 10885.000 | 1758 | 0.800 | 2291 | 39 | 0.773 | 0.162 | 1 | 1 |
| 4064 | 46 | M | 3 | College | Married | $80K - $120K | Blue | 26 | 6 | 2 | 3 | 1438.300 | 864 | 0.766 | 2299 | 40 | 0.481 | 0.601 | 1 | 1 |
| 4065 | 52 | M | 0 | Graduate | Single | $60K - $80K | Blue | 46 | 4 | 2 | 4 | 10817.000 | 1142 | 0.722 | 3889 | 60 | 0.818 | 0.106 | 0 | 0 |
| 4066 | 65 | F | 0 | College | Divorced | abc | Blue | 56 | 5 | 2 | 3 | 13666.000 | 0 | 0.808 | 3998 | 70 | 1.000 | 0.000 | 0 | 0 |
| 4067 | 49 | M | 3 | College | Married | $80K - $120K | Blue | 37 | 5 | 1 | 2 | 2149.000 | 1796 | 0.628 | 5228 | 93 | 0.661 | 0.836 | 0 | 0 |
| 4068 | 50 | F | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 3 | 1 | 4 | 7191.000 | 0 | 0.565 | 1654 | 30 | 0.579 | 0.000 | 1 | 1 |
| 4069 | 52 | F | 2 | NaN | Single | Less than $40K | Blue | 45 | 5 | 2 | 2 | 2155.000 | 1219 | 0.805 | 4295 | 77 | 0.791 | 0.566 | 0 | 0 |
| 4070 | 42 | F | 3 | NaN | Married | abc | Blue | 34 | 6 | 3 | 2 | 5395.000 | 1439 | 0.781 | 3523 | 79 | 0.717 | 0.267 | 0 | 0 |
| 4071 | 50 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 4 | 2 | 1 | 3222.000 | 1422 | 0.662 | 4613 | 72 | 0.600 | 0.441 | 0 | 0 |
| 4072 | 27 | F | 0 | Graduate | Married | Less than $40K | Blue | 17 | 4 | 2 | 2 | 2042.000 | 1567 | 0.744 | 5146 | 78 | 0.733 | 0.767 | 0 | 0 |
| 4073 | 37 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 0 | 1610.000 | 0 | 0.889 | 2729 | 45 | 0.406 | 0.000 | 1 | 1 |
| 4074 | 42 | F | 2 | Post-Graduate | NaN | Less than $40K | Blue | 31 | 3 | 2 | 2 | 3809.000 | 1165 | 0.634 | 2306 | 46 | 0.643 | 0.306 | 0 | 1 |
| 4075 | 43 | F | 3 | NaN | NaN | Less than $40K | Blue | 24 | 6 | 1 | 4 | 5544.000 | 1095 | 0.572 | 3829 | 55 | 0.964 | 0.198 | 0 | 0 |
| 4076 | 37 | F | 1 | Uneducated | Single | Less than $40K | Blue | 28 | 6 | 3 | 4 | 2388.000 | 1708 | 0.903 | 4539 | 89 | 0.745 | 0.715 | 0 | 0 |
| 4077 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 42 | 4 | 1 | 4 | 2473.000 | 1263 | 0.710 | 4597 | 80 | 0.600 | 0.511 | 0 | 0 |
| 4078 | 42 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 13103.000 | 1809 | 0.724 | 4323 | 72 | 0.500 | 0.138 | 0 | 0 |
| 4079 | 48 | F | 5 | High School | Single | $40K - $60K | Blue | 42 | 5 | 1 | 2 | 2465.000 | 1128 | 0.613 | 4030 | 86 | 0.483 | 0.458 | 0 | 0 |
| 4080 | 52 | F | 2 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 2 | 2 | 6081.000 | 989 | 1.222 | 4451 | 70 | 0.429 | 0.163 | 0 | 0 |
| 4081 | 45 | M | 2 | NaN | Single | $60K - $80K | Blue | 30 | 3 | 1 | 3 | 21815.000 | 0 | 0.807 | 3904 | 72 | 1.118 | 0.000 | 0 | 0 |
| 4082 | 49 | M | 1 | High School | Married | $80K - $120K | Silver | 37 | 4 | 3 | 2 | 34516.000 | 2386 | 0.698 | 3924 | 65 | 0.512 | 0.069 | 0 | 0 |
| 4083 | 38 | M | 3 | College | Single | $40K - $60K | Blue | 19 | 1 | 2 | 4 | 3458.000 | 321 | 0.586 | 2256 | 40 | 0.290 | 0.093 | 1 | 1 |
| 4084 | 50 | F | 0 | High School | Single | $40K - $60K | Blue | 39 | 5 | 3 | 2 | 8264.000 | 2057 | 0.821 | 4240 | 73 | 0.587 | 0.249 | 0 | 0 |
| 4085 | 65 | F | 0 | Uneducated | Single | Less than $40K | Blue | 50 | 3 | 4 | 4 | 1697.000 | 377 | 1.048 | 2799 | 49 | 0.485 | 0.222 | 1 | 1 |
| 4086 | 50 | M | 3 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 3069.000 | 1881 | 1.111 | 2909 | 58 | 1.522 | 0.613 | 0 | 0 |
| 4087 | 46 | M | 2 | College | Single | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 10309.000 | 0 | 0.451 | 1760 | 40 | 0.600 | 0.000 | 1 | 1 |
| 4088 | 43 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 4983.000 | 1355 | 0.660 | 1939 | 30 | 0.500 | 0.272 | 0 | 1 |
| 4089 | 42 | M | 4 | Graduate | Married | $120K + | Blue | 24 | 3 | 2 | 3 | 3103.000 | 1783 | 0.479 | 4792 | 69 | 0.643 | 0.575 | 0 | 0 |
| 4090 | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1663.000 | 1112 | 0.588 | 2978 | 61 | 0.906 | 0.669 | 0 | 0 |
| 4091 | 55 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 2695.000 | 0 | 0.816 | 4557 | 94 | 0.843 | 0.000 | 0 | 0 |
| 4092 | 50 | F | 4 | Post-Graduate | Married | abc | Blue | 41 | 6 | 3 | 4 | 18178.000 | 0 | 0.744 | 3445 | 76 | 0.767 | 0.000 | 0 | 0 |
| 4093 | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 42 | 4 | 2 | 3 | 14782.000 | 1020 | 0.683 | 3206 | 54 | 0.800 | 0.069 | 0 | 0 |
| 4094 | 54 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 41 | 3 | 1 | 3 | 2488.000 | 2196 | 0.733 | 4361 | 75 | 0.630 | 0.883 | 0 | 0 |
| 4095 | 45 | F | 2 | Graduate | Single | abc | Blue | 36 | 4 | 1 | 1 | 1785.000 | 0 | 0.649 | 4964 | 82 | 0.907 | 0.000 | 0 | 0 |
| 4096 | 45 | F | 4 | High School | Divorced | $40K - $60K | Blue | 31 | 5 | 2 | 4 | 4701.000 | 1170 | 0.547 | 4136 | 77 | 0.604 | 0.249 | 0 | 0 |
| 4097 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 3 | 0 | 1438.300 | 0 | 1.017 | 4089 | 73 | 0.872 | 0.000 | 0 | 0 |
| 4098 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 3 | 2 | 2826.000 | 2162 | 0.924 | 2005 | 32 | 0.684 | 0.765 | 0 | 0 |
| 4099 | 52 | F | 0 | College | Married | $40K - $60K | Blue | 45 | 4 | 2 | 1 | 4597.000 | 1905 | 0.906 | 4932 | 67 | 0.914 | 0.414 | 0 | 0 |
| 4100 | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 21 | 5 | 3 | 2 | 2591.000 | 2340 | 0.608 | 4730 | 82 | 0.708 | 0.903 | 0 | 0 |
| 4101 | 40 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2494.000 | 1492 | 0.744 | 3407 | 61 | 0.694 | 0.598 | 0 | 0 |
| 4102 | 61 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 5039.000 | 1352 | 0.797 | 3300 | 68 | 0.545 | 0.268 | 0 | 0 |
| 4103 | 48 | M | 5 | High School | Married | $40K - $60K | Blue | 39 | 3 | 3 | 1 | 7897.000 | 157 | 0.699 | 2270 | 46 | 0.394 | 0.020 | 1 | 1 |
| 4104 | 50 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 38 | 5 | 3 | 3 | 4772.000 | 1770 | 0.545 | 4054 | 72 | 0.674 | 0.371 | 0 | 0 |
| 4105 | 35 | F | 0 | NaN | Married | Less than $40K | Blue | 24 | 5 | 3 | 1 | 3436.000 | 2493 | 0.824 | 5211 | 90 | 0.765 | 0.726 | 0 | 0 |
| 4106 | 50 | F | 1 | Graduate | Single | $40K - $60K | Blue | 37 | 3 | 1 | 0 | 12064.000 | 1312 | 0.462 | 4100 | 67 | 0.675 | 0.109 | 0 | 0 |
| 4107 | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 46 | 5 | 2 | 3 | 9065.000 | 1548 | 0.872 | 4030 | 73 | 0.780 | 0.171 | 0 | 0 |
| 4108 | 49 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 34516.000 | 0 | 0.665 | 2512 | 45 | 0.324 | 0.000 | 0 | 1 |
| 4109 | 45 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 10290.000 | 753 | 0.858 | 4326 | 81 | 0.761 | 0.073 | 0 | 0 |
| 4110 | 52 | F | 2 | College | NaN | Less than $40K | Blue | 44 | 4 | 1 | 3 | 3433.000 | 2486 | 0.838 | 4831 | 78 | 0.529 | 0.724 | 0 | 0 |
| 4111 | 40 | M | 3 | NaN | Married | $120K + | Silver | 30 | 6 | 3 | 2 | 34516.000 | 964 | 0.521 | 2922 | 71 | 0.775 | 0.028 | 0 | 0 |
| 4112 | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3240.000 | 1775 | 0.754 | 4200 | 67 | 0.675 | 0.548 | 0 | 0 |
| 4113 | 50 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 39 | 4 | 2 | 2 | 1438.300 | 851 | 0.983 | 4379 | 64 | 0.829 | 0.592 | 0 | 0 |
| 4114 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 39 | 3 | 1 | 2 | 6462.000 | 2517 | 0.842 | 4156 | 77 | 0.833 | 0.390 | 0 | 0 |
| 4115 | 60 | F | 1 | Graduate | Single | abc | Blue | 36 | 6 | 1 | 3 | 4408.000 | 1201 | 0.770 | 4157 | 71 | 0.651 | 0.272 | 0 | 0 |
| 4116 | 50 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 1438.300 | 458 | 0.613 | 1863 | 42 | 0.312 | 0.318 | 1 | 1 |
| 4117 | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 0 | 0.346 | 1517 | 38 | 0.407 | 0.000 | 1 | 1 |
| 4118 | 50 | F | 2 | NaN | Married | abc | Blue | 39 | 3 | 2 | 1 | 1773.000 | 0 | 0.228 | 1764 | 30 | 0.111 | 0.000 | 1 | 1 |
| 4119 | 52 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 46 | 4 | 1 | 2 | 4555.000 | 0 | 1.031 | 3646 | 66 | 1.200 | 0.000 | 0 | 0 |
| 4120 | 54 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 30666.000 | 1046 | 0.801 | 3709 | 66 | 0.886 | 0.034 | 0 | 0 |
| 4121 | 53 | M | 2 | College | Single | $80K - $120K | Blue | 42 | 4 | 2 | 2 | 1575.000 | 0 | 1.320 | 4241 | 77 | 0.974 | 0.000 | 0 | 0 |
| 4122 | 53 | M | 1 | Graduate | Single | $120K + | Blue | 38 | 4 | 3 | 3 | 1891.000 | 922 | 0.812 | 3822 | 69 | 0.533 | 0.488 | 0 | 0 |
| 4123 | 40 | M | 4 | Uneducated | Married | $120K + | Blue | 24 | 4 | 2 | 2 | 16634.000 | 1946 | 0.926 | 3455 | 72 | 1.000 | 0.117 | 0 | 0 |
| 4124 | 50 | F | 1 | Graduate | Married | abc | Blue | 43 | 6 | 1 | 2 | 7985.000 | 0 | 1.032 | 3873 | 72 | 0.674 | 0.000 | 0 | 0 |
| 4125 | 45 | M | 1 | College | NaN | $120K + | Blue | 32 | 3 | 1 | 3 | 3304.000 | 1370 | 0.954 | 3914 | 70 | 0.667 | 0.415 | 0 | 0 |
| 4126 | 40 | F | 3 | Graduate | Married | $40K - $60K | Blue | 20 | 5 | 2 | 2 | 6247.000 | 1508 | 1.010 | 5158 | 68 | 0.447 | 0.241 | 0 | 0 |
| 4127 | 36 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 25 | 6 | 2 | 4 | 3645.000 | 2517 | 0.749 | 4142 | 74 | 0.644 | 0.691 | 0 | 0 |
| 4128 | 62 | M | 0 | High School | Single | abc | Blue | 36 | 3 | 3 | 3 | 21329.000 | 2119 | 0.644 | 4206 | 75 | 1.027 | 0.099 | 0 | 0 |
| 4129 | 35 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 1 | 4 | 7234.000 | 2000 | 0.754 | 4272 | 83 | 0.596 | 0.276 | 0 | 0 |
| 4130 | 47 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 4 | 2 | 3 | 2262.000 | 0 | 0.806 | 4113 | 83 | 0.627 | 0.000 | 0 | 0 |
| 4131 | 40 | M | 4 | NaN | NaN | Less than $40K | Blue | 27 | 5 | 3 | 0 | 1438.300 | 860 | 0.790 | 4655 | 82 | 0.864 | 0.598 | 0 | 0 |
| 4132 | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4187.000 | 2199 | 0.908 | 4647 | 81 | 0.884 | 0.525 | 0 | 0 |
| 4133 | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 32 | 1 | 2 | 4 | 16362.000 | 2268 | 0.841 | 2228 | 37 | 0.850 | 0.139 | 1 | 1 |
| 4134 | 59 | M | 1 | Graduate | Single | $120K + | Blue | 53 | 6 | 2 | 2 | 34516.000 | 0 | 0.711 | 4333 | 70 | 0.628 | 0.000 | 0 | 0 |
| 4135 | 44 | M | 4 | College | Married | $60K - $80K | Blue | 28 | 4 | 2 | 2 | 2748.000 | 878 | 0.633 | 3383 | 67 | 0.558 | 0.320 | 0 | 0 |
| 4136 | 38 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 5242.000 | 470 | 0.805 | 4306 | 77 | 0.604 | 0.090 | 0 | 0 |
| 4137 | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 35 | 4 | 3 | 0 | 21585.000 | 986 | 0.631 | 3789 | 70 | 0.750 | 0.046 | 0 | 0 |
| 4138 | 31 | F | 0 | Graduate | Married | abc | Blue | 36 | 4 | 2 | 2 | 2488.000 | 0 | 1.050 | 4226 | 73 | 0.521 | 0.000 | 0 | 0 |
| 4139 | 50 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 6 | 1 | 3 | 9966.000 | 0 | 0.966 | 4401 | 60 | 1.069 | 0.000 | 0 | 0 |
| 4140 | 45 | F | 2 | High School | Single | abc | Blue | 37 | 4 | 2 | 4 | 27804.000 | 0 | 1.301 | 2761 | 57 | 0.966 | 0.000 | 0 | 0 |
| 4141 | 45 | M | 5 | High School | Married | $60K - $80K | Blue | 37 | 3 | 1 | 3 | 15626.000 | 1148 | 1.028 | 3386 | 65 | 0.711 | 0.073 | 0 | 0 |
| 4142 | 47 | M | 5 | High School | Single | $80K - $120K | Blue | 37 | 3 | 4 | 4 | 18800.000 | 2517 | 0.482 | 1575 | 23 | 0.211 | 0.134 | 1 | 1 |
| 4143 | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 1963.000 | 1516 | 0.872 | 4150 | 75 | 0.744 | 0.772 | 0 | 0 |
| 4144 | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 3 | 4 | 4579.000 | 1506 | 0.443 | 1915 | 44 | 0.375 | 0.329 | 1 | 1 |
| 4145 | 43 | M | 1 | Graduate | Single | $60K - $80K | Silver | 31 | 4 | 3 | 3 | 25824.000 | 1170 | 0.684 | 3101 | 73 | 0.780 | 0.045 | 0 | 0 |
| 4146 | 48 | M | 4 | Doctorate | NaN | $80K - $120K | Blue | 40 | 3 | 2 | 2 | 3429.000 | 1268 | 0.703 | 4422 | 64 | 1.783 | 0.370 | 0 | 0 |
| 4147 | 59 | M | 1 | Uneducated | Single | $40K - $60K | Silver | 49 | 3 | 2 | 2 | 15809.000 | 0 | 0.992 | 3109 | 48 | 0.412 | 0.000 | 1 | 1 |
| 4148 | 47 | F | 2 | NaN | Single | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2493.000 | 831 | 0.581 | 4274 | 68 | 0.581 | 0.333 | 0 | 0 |
| 4149 | 48 | M | 2 | NaN | Married | $80K - $120K | Blue | 37 | 4 | 3 | 3 | 6593.000 | 0 | 0.667 | 3520 | 69 | 0.769 | 0.000 | 0 | 0 |
| 4150 | 53 | F | 3 | Graduate | Single | $40K - $60K | Blue | 40 | 6 | 3 | 2 | 1625.000 | 0 | 0.689 | 2314 | 43 | 0.433 | 0.000 | 1 | 1 |
| 4151 | 53 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 2121.000 | 0 | 0.618 | 1464 | 32 | 0.778 | 0.000 | 1 | 1 |
| 4152 | 40 | F | 2 | NaN | Married | Less than $40K | Blue | 34 | 3 | 3 | 3 | 4757.000 | 1978 | 0.959 | 4220 | 71 | 0.775 | 0.416 | 0 | 0 |
| 4153 | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 18 | 5 | 3 | 4 | 8668.000 | 0 | 0.275 | 1402 | 38 | 0.310 | 0.000 | 1 | 1 |
| 4154 | 50 | M | 2 | High School | Married | $60K - $80K | Blue | 43 | 6 | 3 | 4 | 21869.000 | 950 | 0.866 | 4233 | 71 | 0.775 | 0.043 | 0 | 0 |
| 4155 | 45 | F | 4 | Graduate | NaN | Less than $40K | Blue | 34 | 5 | 4 | 2 | 2480.000 | 1890 | 0.652 | 4114 | 66 | 0.737 | 0.762 | 0 | 0 |
| 4156 | 49 | M | 3 | High School | Single | $60K - $80K | Blue | 40 | 3 | 4 | 2 | 8190.000 | 1716 | 0.781 | 3529 | 84 | 0.787 | 0.210 | 0 | 0 |
| 4157 | 55 | F | 2 | College | Married | Less than $40K | Blue | 45 | 5 | 2 | 4 | 1850.000 | 942 | 0.757 | 4134 | 78 | 0.625 | 0.509 | 0 | 0 |
| 4158 | 46 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2483.000 | 2049 | 0.690 | 4421 | 74 | 0.510 | 0.825 | 0 | 0 |
| 4159 | 40 | F | 4 | NaN | Married | Less than $40K | Blue | 30 | 6 | 3 | 2 | 2925.000 | 1447 | 0.563 | 4455 | 77 | 0.604 | 0.495 | 0 | 0 |
| 4160 | 49 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 3 | 4 | 2 | 7066.000 | 0 | 0.479 | 1695 | 38 | 0.310 | 0.000 | 1 | 1 |
| 4161 | 48 | M | 4 | High School | Married | $40K - $60K | Blue | 40 | 5 | 1 | 2 | 2514.000 | 2251 | 0.852 | 3942 | 65 | 0.625 | 0.895 | 0 | 0 |
| 4162 | 50 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 46 | 4 | 1 | 3 | 3640.000 | 659 | 0.938 | 3756 | 70 | 0.842 | 0.181 | 0 | 0 |
| 4163 | 50 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 5527.000 | 1120 | 0.442 | 2281 | 37 | 0.480 | 0.203 | 1 | 1 |
| 4164 | 45 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 6 | 1 | 3 | 31625.000 | 0 | 0.559 | 4503 | 77 | 0.674 | 0.000 | 0 | 0 |
| 4165 | 57 | M | 2 | High School | Single | $80K - $120K | Blue | 52 | 6 | 3 | 4 | 32409.000 | 0 | 0.943 | 4218 | 66 | 0.571 | 0.000 | 0 | 0 |
| 4166 | 44 | M | 2 | NaN | Single | $60K - $80K | Blue | 30 | 6 | 2 | 2 | 9827.000 | 600 | 0.477 | 2840 | 63 | 0.537 | 0.061 | 0 | 0 |
| 4167 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 1 | 3 | 2623.000 | 1714 | 0.807 | 5237 | 76 | 0.810 | 0.653 | 0 | 0 |
| 4168 | 42 | M | 2 | High School | NaN | $40K - $60K | Blue | 37 | 6 | 2 | 3 | 2993.000 | 2249 | 0.863 | 4106 | 81 | 0.528 | 0.751 | 0 | 0 |
| 4169 | 37 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 12944.000 | 1399 | 0.507 | 4389 | 84 | 0.680 | 0.108 | 0 | 0 |
| 4170 | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 34 | 5 | 1 | 4 | 6401.000 | 1471 | 0.655 | 4465 | 63 | 0.703 | 0.230 | 0 | 0 |
| 4171 | 43 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 4 | 1 | 0 | 5506.000 | 2129 | 0.705 | 4024 | 62 | 0.550 | 0.387 | 0 | 0 |
| 4172 | 52 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 3 | 3 | 1 | 34516.000 | 0 | 0.551 | 1737 | 38 | 0.900 | 0.000 | 0 | 0 |
| 4173 | 46 | M | 4 | College | Single | $60K - $80K | Blue | 41 | 3 | 1 | 1 | 17673.000 | 1783 | 1.003 | 3160 | 59 | 1.360 | 0.101 | 0 | 0 |
| 4174 | 43 | F | 3 | NaN | Single | $40K - $60K | Blue | 34 | 5 | 3 | 4 | 2656.000 | 1166 | 0.586 | 4171 | 80 | 0.818 | 0.439 | 0 | 0 |
| 4175 | 46 | M | 2 | High School | NaN | Less than $40K | Blue | 37 | 3 | 1 | 1 | 6118.000 | 1092 | 0.757 | 4434 | 81 | 0.620 | 0.178 | 0 | 0 |
| 4176 | 45 | M | 1 | NaN | Divorced | $40K - $60K | Silver | 31 | 3 | 1 | 1 | 17437.000 | 2225 | 0.814 | 3381 | 51 | 0.594 | 0.128 | 0 | 0 |
| 4177 | 50 | F | 1 | College | Married | abc | Blue | 37 | 2 | 2 | 3 | 1461.000 | 0 | 0.563 | 2176 | 40 | 0.379 | 0.000 | 1 | 1 |
| 4178 | 55 | F | 4 | Uneducated | Divorced | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 1965.000 | 1525 | 0.855 | 4671 | 69 | 0.816 | 0.776 | 0 | 0 |
| 4179 | 51 | M | 3 | NaN | Single | $60K - $80K | Silver | 45 | 3 | 2 | 4 | 30899.000 | 0 | 0.502 | 1481 | 20 | 0.333 | 0.000 | 0 | 1 |
| 4180 | 48 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 8876.000 | 1132 | 0.844 | 3779 | 78 | 0.814 | 0.128 | 0 | 0 |
| 4181 | 44 | M | 4 | NaN | Married | $60K - $80K | Blue | 38 | 3 | 1 | 3 | 2440.000 | 1501 | 0.744 | 4382 | 88 | 0.660 | 0.615 | 0 | 0 |
| 4182 | 50 | F | 1 | High School | Married | Less than $40K | Blue | 45 | 5 | 3 | 4 | 1652.000 | 1318 | 0.593 | 4533 | 69 | 0.533 | 0.798 | 0 | 0 |
| 4183 | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 37 | 3 | 2 | 3 | 15535.000 | 1302 | 0.461 | 3718 | 66 | 0.610 | 0.084 | 0 | 0 |
| 4184 | 52 | M | 3 | Uneducated | NaN | $120K + | Blue | 46 | 2 | 4 | 4 | 13354.000 | 0 | 0.018 | 1097 | 28 | 0.077 | 0.000 | 1 | 1 |
| 4185 | 49 | M | 1 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 4 | 26723.000 | 0 | 0.716 | 2138 | 43 | 0.593 | 0.000 | 1 | 1 |
| 4186 | 55 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 49 | 5 | 1 | 4 | 3949.000 | 2024 | 0.667 | 3495 | 64 | 0.882 | 0.513 | 0 | 0 |
| 4187 | 49 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 3 | 2 | 2 | 5937.000 | 2120 | 0.654 | 4228 | 70 | 0.750 | 0.357 | 0 | 0 |
| 4188 | 40 | M | 4 | Doctorate | Single | abc | Blue | 24 | 3 | 2 | 4 | 18806.000 | 1192 | 0.745 | 3142 | 62 | 0.824 | 0.063 | 0 | 0 |
| 4189 | 45 | F | 3 | High School | Single | abc | Blue | 35 | 3 | 2 | 6 | 3512.000 | 2517 | 0.597 | 1801 | 48 | 0.548 | 0.717 | 1 | 1 |
| 4190 | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1975.000 | 1264 | 0.671 | 2959 | 63 | 0.800 | 0.640 | 0 | 0 |
| 4191 | 41 | F | 4 | Uneducated | Married | Less than $40K | Blue | 33 | 5 | 2 | 3 | 2888.000 | 821 | 0.931 | 4713 | 77 | 1.026 | 0.284 | 0 | 0 |
| 4192 | 47 | F | 4 | College | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2263.000 | 0 | 0.752 | 2385 | 33 | 0.375 | 0.000 | 1 | 1 |
| 4193 | 38 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 26792.000 | 1671 | 0.938 | 3587 | 66 | 0.571 | 0.062 | 0 | 0 |
| 4194 | 52 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 9375.000 | 1625 | 0.532 | 2108 | 51 | 0.500 | 0.173 | 1 | 1 |
| 4195 | 48 | F | 2 | NaN | Divorced | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2806.000 | 2514 | 0.341 | 1757 | 35 | 0.400 | 0.896 | 1 | 1 |
| 4196 | 41 | F | 2 | High School | Divorced | Less than $40K | Blue | 28 | 4 | 2 | 2 | 1478.000 | 524 | 0.751 | 2180 | 46 | 0.643 | 0.355 | 1 | 1 |
| 4197 | 53 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 6836.000 | 1607 | 0.524 | 4421 | 74 | 0.542 | 0.235 | 0 | 0 |
| 4198 | 47 | M | 4 | NaN | Divorced | $80K - $120K | Blue | 28 | 6 | 1 | 3 | 8757.000 | 0 | 0.507 | 2108 | 47 | 0.516 | 0.000 | 1 | 1 |
| 4199 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 6 | 3 | 2 | 10529.000 | 0 | 0.729 | 4583 | 87 | 0.851 | 0.000 | 0 | 0 |
| 4200 | 61 | M | 0 | High School | Single | $40K - $60K | Blue | 49 | 6 | 1 | 4 | 2122.000 | 975 | 0.807 | 5224 | 85 | 0.667 | 0.459 | 0 | 0 |
| 4201 | 45 | F | 3 | Post-Graduate | Married | abc | Blue | 38 | 5 | 2 | 1 | 2883.000 | 1732 | 0.638 | 4053 | 85 | 0.635 | 0.601 | 0 | 0 |
| 4202 | 56 | F | 1 | Graduate | Single | $40K - $60K | Blue | 37 | 2 | 4 | 3 | 2339.000 | 0 | 0.493 | 1542 | 45 | 0.607 | 0.000 | 1 | 1 |
| 4203 | 57 | F | 3 | Graduate | NaN | Less than $40K | Blue | 47 | 6 | 3 | 1 | 5225.000 | 2290 | 0.962 | 4239 | 69 | 0.683 | 0.438 | 0 | 0 |
| 4204 | 48 | M | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 5 | 2 | 4 | 2582.000 | 1399 | 0.559 | 2144 | 42 | 0.909 | 0.542 | 0 | 1 |
| 4205 | 60 | M | 1 | Graduate | Single | $80K - $120K | Blue | 55 | 6 | 2 | 1 | 11524.000 | 0 | 0.682 | 3598 | 72 | 0.532 | 0.000 | 0 | 0 |
| 4206 | 49 | F | 4 | High School | Single | abc | Blue | 36 | 3 | 3 | 4 | 13039.000 | 1840 | 0.793 | 4010 | 69 | 0.500 | 0.141 | 0 | 0 |
| 4207 | 50 | F | 4 | Graduate | Single | abc | Blue | 41 | 5 | 3 | 3 | 2509.000 | 0 | 0.702 | 2281 | 41 | 0.367 | 0.000 | 1 | 1 |
| 4208 | 65 | M | 1 | Doctorate | Single | $40K - $60K | Blue | 56 | 5 | 2 | 2 | 1456.000 | 867 | 0.725 | 3953 | 69 | 0.725 | 0.595 | 0 | 0 |
| 4209 | 57 | M | 2 | NaN | Single | $120K + | Blue | 44 | 5 | 1 | 2 | 5612.000 | 1884 | 0.770 | 4734 | 83 | 0.886 | 0.336 | 0 | 0 |
| 4210 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 35 | 6 | 1 | 3 | 3025.000 | 1912 | 0.674 | 4626 | 78 | 0.773 | 0.632 | 0 | 0 |
| 4211 | 40 | F | 5 | Graduate | Single | Less than $40K | Blue | 29 | 3 | 2 | 4 | 4205.000 | 2517 | 0.652 | 4256 | 69 | 0.725 | 0.599 | 0 | 0 |
| 4212 | 55 | M | 1 | College | Single | $120K + | Blue | 42 | 6 | 2 | 3 | 3515.000 | 2517 | 1.051 | 4313 | 72 | 0.800 | 0.716 | 0 | 0 |
| 4213 | 52 | M | 2 | Uneducated | Single | $120K + | Blue | 44 | 6 | 3 | 2 | 26174.000 | 1864 | 0.684 | 4551 | 65 | 0.667 | 0.071 | 0 | 0 |
| 4214 | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 25 | 5 | 3 | 2 | 1602.000 | 1044 | 0.781 | 5428 | 85 | 0.635 | 0.652 | 0 | 0 |
| 4215 | 49 | F | 4 | Uneducated | Married | abc | Blue | 36 | 4 | 1 | 3 | 29939.000 | 0 | 0.963 | 4305 | 63 | 0.658 | 0.000 | 0 | 0 |
| 4216 | 49 | F | 2 | College | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2115.000 | 1598 | 0.934 | 4450 | 68 | 0.545 | 0.756 | 0 | 0 |
| 4217 | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 30 | 2 | 2 | 3 | 5298.000 | 0 | 0.857 | 2431 | 37 | 0.542 | 0.000 | 1 | 1 |
| 4218 | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 49 | 4 | 3 | 1 | 2433.000 | 1947 | 0.816 | 4269 | 88 | 0.760 | 0.800 | 0 | 0 |
| 4219 | 60 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 49 | 5 | 2 | 2 | 1443.000 | 0 | 0.875 | 4673 | 59 | 0.735 | 0.000 | 0 | 0 |
| 4220 | 50 | M | 1 | High School | Single | $120K + | Blue | 37 | 4 | 1 | 4 | 9758.000 | 1792 | 0.626 | 4134 | 60 | 0.765 | 0.184 | 0 | 0 |
| 4221 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 34 | 6 | 3 | 0 | 4562.000 | 2258 | 0.861 | 3740 | 55 | 0.833 | 0.495 | 0 | 0 |
| 4222 | 65 | F | 1 | NaN | Single | abc | Blue | 46 | 3 | 3 | 2 | 1438.300 | 0 | 0.907 | 4022 | 61 | 0.649 | 0.000 | 0 | 0 |
| 4223 | 41 | F | 3 | College | Single | abc | Blue | 36 | 4 | 2 | 4 | 4210.000 | 1597 | 0.733 | 4342 | 72 | 0.674 | 0.379 | 0 | 0 |
| 4224 | 57 | F | 3 | Uneducated | Single | Less than $40K | Blue | 51 | 3 | 0 | 3 | 1438.300 | 0 | 0.429 | 2113 | 38 | 0.267 | 0.000 | 1 | 1 |
| 4225 | 48 | M | 4 | Graduate | Married | $120K + | Blue | 39 | 4 | 2 | 4 | 24931.000 | 1353 | 0.612 | 5031 | 79 | 0.646 | 0.054 | 0 | 0 |
| 4226 | 47 | M | 4 | College | Married | $80K - $120K | Blue | 33 | 3 | 1 | 3 | 8854.000 | 2382 | 0.670 | 4768 | 81 | 0.929 | 0.269 | 0 | 0 |
| 4227 | 62 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 56 | 3 | 1 | 1 | 2230.000 | 1716 | 0.811 | 4027 | 75 | 0.500 | 0.770 | 0 | 0 |
| 4228 | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 38 | 5 | 1 | 2 | 28327.000 | 582 | 0.912 | 3475 | 52 | 0.733 | 0.021 | 0 | 1 |
| 4229 | 56 | F | 2 | Uneducated | Single | abc | Blue | 36 | 5 | 3 | 4 | 2500.000 | 1298 | 0.626 | 3673 | 72 | 0.565 | 0.519 | 0 | 0 |
| 4230 | 41 | M | 3 | High School | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 9246.000 | 0 | 0.658 | 4611 | 91 | 0.569 | 0.000 | 0 | 0 |
| 4231 | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 3 | 3 | 11155.000 | 1583 | 1.061 | 3504 | 60 | 0.765 | 0.142 | 0 | 0 |
| 4232 | 43 | M | 3 | NaN | Single | $120K + | Blue | 30 | 4 | 2 | 3 | 11926.000 | 1766 | 0.875 | 3778 | 84 | 0.750 | 0.148 | 0 | 0 |
| 4233 | 54 | M | 3 | Graduate | Single | $40K - $60K | Blue | 44 | 6 | 3 | 3 | 5501.000 | 0 | 0.519 | 2050 | 51 | 0.821 | 0.000 | 1 | 1 |
| 4234 | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 3 | 2 | 1 | 2110.000 | 844 | 1.109 | 4812 | 77 | 0.604 | 0.400 | 0 | 0 |
| 4235 | 49 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 12994.000 | 904 | 0.627 | 3734 | 74 | 0.850 | 0.070 | 0 | 0 |
| 4236 | 52 | F | 2 | NaN | Married | abc | Blue | 45 | 3 | 1 | 2 | 29551.000 | 2095 | 1.100 | 3226 | 63 | 0.853 | 0.071 | 0 | 0 |
| 4237 | 46 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 5054.000 | 2517 | 0.605 | 2027 | 39 | 0.393 | 0.498 | 1 | 1 |
| 4238 | 45 | F | 2 | Graduate | NaN | Less than $40K | Blue | 28 | 6 | 2 | 3 | 3136.000 | 2253 | 0.722 | 4674 | 67 | 0.763 | 0.718 | 0 | 0 |
| 4239 | 43 | F | 2 | High School | NaN | abc | Blue | 35 | 3 | 3 | 4 | 6109.000 | 1549 | 0.683 | 4430 | 69 | 0.865 | 0.254 | 0 | 0 |
| 4240 | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 3989.000 | 2514 | 0.469 | 5189 | 82 | 0.519 | 0.630 | 0 | 0 |
| 4241 | 33 | F | 1 | Graduate | NaN | Less than $40K | Blue | 13 | 3 | 1 | 3 | 3315.000 | 1243 | 0.709 | 4006 | 65 | 0.548 | 0.375 | 0 | 0 |
| 4242 | 52 | M | 2 | Graduate | Married | $80K - $120K | Silver | 45 | 5 | 4 | 2 | 34516.000 | 1938 | 0.807 | 2275 | 46 | 0.438 | 0.056 | 0 | 1 |
| 4243 | 40 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 3 | 2 | 2 | 1794.000 | 1019 | 0.692 | 4455 | 63 | 0.658 | 0.568 | 0 | 0 |
| 4244 | 51 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 3 | 4 | 5993.000 | 1582 | 0.440 | 3464 | 64 | 0.684 | 0.264 | 0 | 0 |
| 4245 | 44 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 31 | 3 | 2 | 1 | 8320.000 | 0 | 0.421 | 4128 | 82 | 0.491 | 0.000 | 0 | 0 |
| 4246 | 62 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 4 | 1930.000 | 0 | 0.331 | 1971 | 45 | 0.250 | 0.000 | 1 | 1 |
| 4247 | 45 | F | 3 | NaN | Single | Less than $40K | Blue | 32 | 5 | 3 | 0 | 2329.000 | 1465 | 0.815 | 4286 | 86 | 0.720 | 0.629 | 0 | 0 |
| 4248 | 55 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 0 | 1438.300 | 756 | 1.012 | 4436 | 73 | 0.622 | 0.526 | 0 | 0 |
| 4249 | 55 | M | 3 | Graduate | Single | $40K - $60K | Silver | 45 | 2 | 3 | 1 | 18128.000 | 0 | 0.710 | 2503 | 49 | 0.885 | 0.000 | 1 | 1 |
| 4250 | 48 | M | 2 | NaN | Married | $120K + | Blue | 35 | 3 | 3 | 4 | 10642.000 | 1715 | 0.705 | 4183 | 74 | 0.762 | 0.161 | 0 | 0 |
| 4251 | 38 | F | 0 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 4 | 2230.000 | 0 | 0.896 | 3766 | 63 | 0.909 | 0.000 | 0 | 0 |
| 4252 | 52 | F | 1 | Graduate | NaN | Less than $40K | Blue | 42 | 6 | 2 | 0 | 6946.000 | 0 | 0.745 | 4058 | 88 | 0.725 | 0.000 | 0 | 0 |
| 4253 | 50 | F | 2 | High School | Divorced | abc | Blue | 39 | 5 | 2 | 4 | 9716.000 | 874 | 0.775 | 5007 | 91 | 0.655 | 0.090 | 0 | 0 |
| 4254 | 58 | F | 0 | NaN | Married | abc | Blue | 36 | 6 | 3 | 1 | 4377.000 | 1500 | 0.789 | 3900 | 62 | 0.938 | 0.343 | 0 | 0 |
| 4255 | 42 | F | 2 | NaN | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 2516.000 | 0 | 0.530 | 2257 | 51 | 0.545 | 0.000 | 1 | 1 |
| 4256 | 52 | M | 2 | High School | Single | $120K + | Blue | 46 | 4 | 2 | 4 | 34516.000 | 0 | 0.775 | 4037 | 87 | 0.706 | 0.000 | 0 | 0 |
| 4257 | 55 | F | 3 | College | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1844.000 | 0 | 0.729 | 4564 | 82 | 0.608 | 0.000 | 0 | 0 |
| 4258 | 48 | M | 3 | College | Divorced | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 13233.000 | 1106 | 0.882 | 4288 | 47 | 0.621 | 0.084 | 0 | 1 |
| 4259 | 41 | M | 4 | NaN | Married | $80K - $120K | Silver | 31 | 5 | 2 | 2 | 34516.000 | 1433 | 0.758 | 2589 | 57 | 0.676 | 0.042 | 0 | 0 |
| 4260 | 48 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1593.000 | 0 | 0.718 | 4004 | 76 | 0.652 | 0.000 | 0 | 0 |
| 4261 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 41 | 4 | 2 | 3 | 8589.000 | 685 | 0.858 | 3553 | 63 | 0.909 | 0.080 | 0 | 0 |
| 4262 | 53 | F | 3 | High School | Single | $40K - $60K | Blue | 47 | 1 | 3 | 4 | 1714.000 | 0 | 0.661 | 2279 | 46 | 0.533 | 0.000 | 1 | 1 |
| 4263 | 46 | M | 3 | Post-Graduate | NaN | $120K + | Blue | 36 | 6 | 1 | 2 | 1438.300 | 845 | 0.642 | 3631 | 67 | 0.763 | 0.587 | 0 | 0 |
| 4264 | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2433.000 | 1948 | 0.752 | 4668 | 69 | 0.643 | 0.801 | 0 | 0 |
| 4265 | 47 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 40 | 5 | 2 | 4 | 21148.000 | 1746 | 0.853 | 3370 | 69 | 0.769 | 0.083 | 0 | 0 |
| 4266 | 65 | F | 0 | NaN | Divorced | Less than $40K | Blue | 50 | 3 | 3 | 3 | 7487.000 | 1953 | 0.891 | 4070 | 63 | 0.658 | 0.261 | 0 | 0 |
| 4267 | 47 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 42 | 1 | 3 | 3 | 5798.000 | 2517 | 0.580 | 1860 | 43 | 0.433 | 0.434 | 1 | 1 |
| 4268 | 52 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 40 | 6 | 3 | 2 | 34516.000 | 1757 | 0.786 | 4223 | 81 | 0.653 | 0.051 | 0 | 0 |
| 4269 | 52 | F | 0 | Graduate | Married | abc | Blue | 37 | 6 | 2 | 2 | 7608.000 | 2373 | 0.950 | 4921 | 81 | 0.620 | 0.312 | 0 | 0 |
| 4270 | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2184.000 | 0 | 0.671 | 1973 | 42 | 0.556 | 0.000 | 1 | 1 |
| 4271 | 35 | F | 1 | High School | Single | Less than $40K | Blue | 26 | 3 | 3 | 2 | 2189.000 | 1833 | 0.560 | 4530 | 72 | 0.846 | 0.837 | 0 | 0 |
| 4272 | 50 | M | 2 | College | Single | $80K - $120K | Blue | 44 | 5 | 2 | 4 | 3495.000 | 0 | 0.639 | 2131 | 41 | 0.464 | 0.000 | 1 | 1 |
| 4273 | 52 | F | 3 | High School | Married | $40K - $60K | Blue | 47 | 2 | 2 | 3 | 8018.000 | 134 | 0.717 | 2409 | 38 | 0.310 | 0.017 | 1 | 1 |
| 4274 | 41 | M | 3 | NaN | Married | $80K - $120K | Blue | 22 | 3 | 3 | 4 | 20543.000 | 0 | 0.547 | 1874 | 42 | 0.615 | 0.000 | 1 | 1 |
| 4275 | 62 | F | 0 | High School | Single | abc | Blue | 50 | 6 | 2 | 2 | 18819.000 | 0 | 0.894 | 4273 | 87 | 0.977 | 0.000 | 0 | 0 |
| 4276 | 49 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 17811.000 | 643 | 0.842 | 3748 | 79 | 0.646 | 0.036 | 0 | 0 |
| 4277 | 43 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 6 | 2 | 0 | 14418.000 | 0 | 1.043 | 3880 | 68 | 0.700 | 0.000 | 0 | 0 |
| 4278 | 44 | M | 4 | NaN | Single | $80K - $120K | Blue | 38 | 5 | 3 | 4 | 3936.000 | 2024 | 0.988 | 5001 | 66 | 0.692 | 0.514 | 0 | 0 |
| 4279 | 43 | F | 3 | Doctorate | Divorced | abc | Blue | 33 | 6 | 3 | 2 | 5738.000 | 0 | 0.852 | 4375 | 73 | 0.622 | 0.000 | 0 | 0 |
| 4280 | 54 | M | 1 | Uneducated | Single | $120K + | Blue | 36 | 5 | 1 | 2 | 34516.000 | 0 | 0.452 | 3918 | 67 | 1.094 | 0.000 | 0 | 0 |
| 4281 | 55 | F | 0 | Graduate | Married | Less than $40K | Blue | 40 | 4 | 3 | 4 | 1513.000 | 725 | 0.791 | 4042 | 72 | 0.714 | 0.479 | 0 | 0 |
| 4282 | 49 | M | 3 | Uneducated | NaN | $60K - $80K | Blue | 41 | 3 | 4 | 4 | 18075.000 | 0 | 0.531 | 1477 | 30 | 0.500 | 0.000 | 1 | 1 |
| 4283 | 45 | F | 4 | Graduate | Married | abc | Blue | 36 | 6 | 1 | 2 | 5989.000 | 0 | 0.668 | 4246 | 78 | 0.857 | 0.000 | 0 | 0 |
| 4284 | 56 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 42 | 3 | 2 | 2 | 2490.000 | 1623 | 0.790 | 2998 | 60 | 0.622 | 0.652 | 0 | 0 |
| 4285 | 49 | F | 4 | Uneducated | Single | Less than $40K | Blue | 44 | 4 | 2 | 2 | 2659.000 | 0 | 0.840 | 4546 | 81 | 0.884 | 0.000 | 0 | 0 |
| 4286 | 53 | M | 0 | High School | Single | $120K + | Silver | 44 | 2 | 4 | 4 | 34516.000 | 2297 | 0.416 | 1461 | 43 | 0.536 | 0.067 | 1 | 1 |
| 4287 | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 40 | 4 | 2 | 0 | 13490.000 | 1672 | 0.799 | 4205 | 75 | 0.415 | 0.124 | 0 | 0 |
| 4288 | 46 | M | 1 | High School | Single | $40K - $60K | Blue | 33 | 6 | 4 | 3 | 1664.000 | 798 | 0.703 | 4804 | 66 | 0.535 | 0.480 | 0 | 0 |
| 4289 | 49 | M | 3 | Uneducated | Married | $120K + | Blue | 37 | 6 | 3 | 3 | 7753.000 | 1643 | 0.798 | 3367 | 65 | 0.806 | 0.212 | 0 | 0 |
| 4290 | 36 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 4 | 2 | 3 | 2909.000 | 2085 | 1.035 | 5154 | 80 | 0.860 | 0.717 | 0 | 0 |
| 4291 | 57 | M | 3 | Graduate | Divorced | $80K - $120K | Silver | 36 | 6 | 3 | 4 | 34516.000 | 1384 | 0.887 | 4745 | 69 | 0.605 | 0.040 | 0 | 0 |
| 4292 | 52 | F | 2 | NaN | Single | $40K - $60K | Blue | 45 | 3 | 1 | 3 | 3476.000 | 1560 | 0.894 | 3496 | 58 | 0.871 | 0.449 | 0 | 0 |
| 4293 | 52 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 16026.000 | 1160 | 0.386 | 4418 | 59 | 0.639 | 0.072 | 0 | 0 |
| 4294 | 45 | M | 1 | Uneducated | Divorced | Less than $40K | Blue | 40 | 4 | 3 | 2 | 2705.000 | 1334 | 0.886 | 4501 | 67 | 0.675 | 0.493 | 0 | 0 |
| 4295 | 54 | M | 3 | High School | Married | $120K + | Blue | 43 | 5 | 3 | 2 | 2884.000 | 1144 | 0.783 | 4887 | 90 | 0.698 | 0.397 | 0 | 0 |
| 4296 | 49 | M | 2 | High School | Single | $80K - $120K | Blue | 37 | 6 | 1 | 4 | 24299.000 | 2517 | 0.723 | 5320 | 62 | 0.771 | 0.104 | 0 | 0 |
| 4297 | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 34 | 6 | 1 | 2 | 20755.000 | 2276 | 0.801 | 4615 | 79 | 0.837 | 0.110 | 0 | 0 |
| 4298 | 50 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 45 | 2 | 2 | 5 | 21096.000 | 0 | 0.637 | 1882 | 39 | 0.345 | 0.000 | 1 | 1 |
| 4299 | 46 | M | 3 | High School | Divorced | $120K + | Blue | 37 | 5 | 3 | 4 | 6457.000 | 0 | 0.531 | 4487 | 73 | 0.431 | 0.000 | 0 | 0 |
| 4300 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 5 | 2 | 3 | 1603.000 | 0 | 0.467 | 4041 | 66 | 0.571 | 0.000 | 0 | 0 |
| 4301 | 43 | F | 3 | NaN | Divorced | abc | Blue | 37 | 3 | 6 | 3 | 9051.000 | 1557 | 0.621 | 4169 | 72 | 0.500 | 0.172 | 0 | 0 |
| 4302 | 50 | F | 1 | High School | Single | abc | Blue | 42 | 5 | 0 | 4 | 10057.000 | 0 | 0.792 | 2383 | 42 | 0.448 | 0.000 | 1 | 1 |
| 4303 | 33 | M | 3 | Graduate | Single | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 2043.000 | 1725 | 0.686 | 5212 | 79 | 0.646 | 0.844 | 0 | 0 |
| 4304 | 65 | F | 0 | NaN | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2802.000 | 2403 | 0.636 | 3887 | 61 | 0.419 | 0.858 | 0 | 1 |
| 4305 | 56 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 45 | 4 | 2 | 4 | 1960.000 | 1690 | 0.630 | 3870 | 67 | 0.558 | 0.862 | 0 | 0 |
| 4306 | 40 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 6 | 1 | 0 | 2348.000 | 1061 | 1.062 | 1901 | 27 | 1.250 | 0.452 | 0 | 0 |
| 4307 | 40 | M | 2 | High School | Divorced | $60K - $80K | Blue | 25 | 6 | 4 | 2 | 2978.000 | 0 | 0.490 | 3879 | 95 | 0.583 | 0.000 | 0 | 0 |
| 4308 | 49 | F | 3 | College | Married | Less than $40K | Blue | 29 | 3 | 3 | 3 | 2017.000 | 1557 | 0.738 | 3875 | 75 | 0.974 | 0.772 | 0 | 0 |
| 4309 | 29 | F | 1 | Graduate | Single | abc | Blue | 36 | 5 | 2 | 3 | 13613.000 | 1172 | 0.657 | 4253 | 84 | 0.750 | 0.086 | 0 | 0 |
| 4310 | 45 | F | 2 | Doctorate | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 5553.000 | 1117 | 0.914 | 3744 | 52 | 0.793 | 0.201 | 0 | 0 |
| 4311 | 51 | M | 1 | High School | NaN | $80K - $120K | Blue | 41 | 6 | 1 | 2 | 6346.000 | 578 | 0.550 | 3837 | 85 | 0.604 | 0.091 | 0 | 0 |
| 4312 | 45 | M | 2 | NaN | Married | $120K + | Silver | 38 | 4 | 2 | 3 | 34516.000 | 1406 | 1.261 | 3342 | 63 | 0.969 | 0.041 | 0 | 0 |
| 4313 | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 5 | 3 | 3 | 1438.300 | 988 | 0.556 | 3561 | 72 | 0.500 | 0.687 | 0 | 0 |
| 4314 | 37 | M | 3 | NaN | Single | $40K - $60K | Silver | 24 | 3 | 1 | 3 | 15133.000 | 1663 | 0.646 | 4392 | 68 | 0.511 | 0.110 | 0 | 0 |
| 4315 | 42 | M | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2502.000 | 1488 | 0.560 | 3763 | 75 | 0.875 | 0.595 | 0 | 0 |
| 4316 | 45 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2589.000 | 2052 | 0.636 | 4133 | 68 | 0.789 | 0.793 | 0 | 0 |
| 4317 | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 3 | 2049.000 | 1460 | 0.599 | 3514 | 79 | 0.646 | 0.713 | 0 | 0 |
| 4318 | 47 | M | 4 | College | Married | $40K - $60K | Blue | 35 | 6 | 1 | 2 | 3560.000 | 751 | 1.096 | 4060 | 79 | 0.975 | 0.211 | 0 | 0 |
| 4319 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1438.300 | 0 | 1.044 | 4553 | 78 | 1.167 | 0.000 | 0 | 0 |
| 4320 | 43 | M | 3 | Graduate | NaN | $120K + | Blue | 36 | 6 | 1 | 2 | 25937.000 | 0 | 0.936 | 3785 | 68 | 0.700 | 0.000 | 0 | 0 |
| 4321 | 43 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 38 | 4 | 2 | 3 | 2387.000 | 1482 | 0.868 | 3909 | 67 | 0.675 | 0.621 | 0 | 0 |
| 4322 | 48 | M | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2912.000 | 1501 | 0.825 | 4518 | 90 | 0.875 | 0.515 | 0 | 0 |
| 4323 | 53 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 38 | 3 | 2 | 2 | 7062.000 | 1255 | 0.672 | 3432 | 68 | 0.744 | 0.178 | 0 | 0 |
| 4324 | 56 | M | 2 | Graduate | Married | $80K - $120K | Blue | 51 | 3 | 3 | 3 | 12186.000 | 1080 | 0.842 | 4785 | 66 | 0.650 | 0.089 | 0 | 0 |
| 4325 | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 52 | 2 | 3 | 5 | 3570.000 | 2517 | 0.690 | 3289 | 47 | 0.958 | 0.705 | 1 | 1 |
| 4326 | 38 | F | 3 | Doctorate | Single | abc | Blue | 32 | 6 | 4 | 4 | 3072.000 | 1970 | 0.671 | 4245 | 82 | 0.952 | 0.641 | 0 | 0 |
| 4327 | 51 | F | 2 | Graduate | Single | abc | Silver | 41 | 5 | 3 | 3 | 31501.000 | 1810 | 0.710 | 3893 | 81 | 0.620 | 0.057 | 0 | 0 |
| 4328 | 42 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 5928.000 | 2517 | 0.817 | 3536 | 69 | 0.769 | 0.425 | 0 | 0 |
| 4329 | 44 | F | 4 | Graduate | Single | abc | Blue | 36 | 3 | 1 | 3 | 8482.000 | 0 | 0.563 | 4076 | 81 | 0.688 | 0.000 | 0 | 0 |
| 4330 | 50 | M | 2 | Uneducated | Married | $120K + | Blue | 36 | 4 | 3 | 4 | 23911.000 | 2100 | 0.988 | 4770 | 89 | 0.712 | 0.088 | 0 | 0 |
| 4331 | 62 | M | 0 | Graduate | Single | $80K - $120K | Blue | 56 | 4 | 3 | 3 | 1438.300 | 0 | 0.794 | 3628 | 74 | 0.644 | 0.000 | 0 | 0 |
| 4332 | 49 | F | 3 | NaN | Single | Less than $40K | Blue | 42 | 5 | 3 | 3 | 3261.000 | 814 | 0.850 | 4739 | 89 | 0.712 | 0.250 | 0 | 0 |
| 4333 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 2317.000 | 1232 | 0.733 | 3057 | 71 | 0.919 | 0.532 | 0 | 0 |
| 4334 | 43 | M | 2 | NaN | Single | $120K + | Blue | 34 | 5 | 3 | 4 | 33913.000 | 0 | 0.901 | 4160 | 76 | 0.900 | 0.000 | 0 | 0 |
| 4335 | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 30 | 3 | 3 | 3 | 34516.000 | 0 | 0.688 | 2427 | 51 | 0.645 | 0.000 | 1 | 1 |
| 4336 | 45 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 1 | 4 | 1637.000 | 774 | 1.126 | 4120 | 78 | 1.000 | 0.473 | 0 | 0 |
| 4337 | 48 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 5448.000 | 0 | 0.549 | 3912 | 72 | 0.565 | 0.000 | 0 | 0 |
| 4338 | 64 | F | 1 | Graduate | Single | $40K - $60K | Blue | 56 | 5 | 2 | 4 | 5152.000 | 948 | 0.953 | 4074 | 72 | 1.057 | 0.184 | 0 | 0 |
| 4339 | 46 | F | 4 | Doctorate | Married | abc | Blue | 26 | 3 | 3 | 6 | 15195.000 | 0 | 0.726 | 2631 | 41 | 0.640 | 0.000 | 1 | 1 |
| 4340 | 53 | F | 2 | High School | Married | Less than $40K | Blue | 41 | 5 | 3 | 0 | 2799.000 | 1303 | 0.763 | 3971 | 76 | 0.551 | 0.466 | 0 | 0 |
| 4341 | 38 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 3 | 4 | 1438.300 | 0 | 0.508 | 2139 | 47 | 0.567 | 0.000 | 1 | 1 |
| 4342 | 51 | M | 3 | NaN | Married | $80K - $120K | Blue | 32 | 6 | 3 | 1 | 1817.000 | 885 | 0.621 | 3400 | 67 | 0.675 | 0.487 | 0 | 0 |
| 4343 | 47 | F | 3 | Graduate | NaN | abc | Blue | 33 | 1 | 3 | 4 | 3443.000 | 0 | 0.832 | 2505 | 45 | 0.452 | 0.000 | 1 | 1 |
| 4344 | 51 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4281.000 | 0 | 0.447 | 1723 | 44 | 0.375 | 0.000 | 1 | 1 |
| 4345 | 56 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2029.000 | 974 | 0.624 | 4170 | 73 | 0.553 | 0.480 | 0 | 0 |
| 4346 | 33 | F | 3 | Graduate | Married | abc | Blue | 15 | 5 | 3 | 2 | 1438.300 | 1055 | 0.901 | 4208 | 67 | 0.675 | 0.734 | 0 | 0 |
| 4347 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 44 | 3 | 2 | 4 | 28186.000 | 1308 | 0.679 | 2853 | 64 | 0.730 | 0.046 | 0 | 0 |
| 4348 | 46 | F | 3 | NaN | Married | abc | Silver | 41 | 6 | 3 | 2 | 34516.000 | 0 | 0.896 | 3722 | 72 | 0.756 | 0.000 | 0 | 0 |
| 4349 | 46 | F | 4 | Uneducated | Single | abc | Blue | 36 | 5 | 1 | 4 | 3818.000 | 0 | 0.885 | 4272 | 71 | 0.578 | 0.000 | 0 | 0 |
| 4350 | 40 | F | 4 | High School | Married | $40K - $60K | Blue | 28 | 4 | 1 | 3 | 11494.000 | 1160 | 0.463 | 3353 | 86 | 0.593 | 0.101 | 0 | 0 |
| 4351 | 49 | M | 2 | High School | Married | $80K - $120K | Blue | 32 | 4 | 1 | 3 | 28142.000 | 762 | 0.982 | 3676 | 47 | 1.350 | 0.027 | 0 | 0 |
| 4352 | 40 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2316.000 | 1510 | 0.554 | 3471 | 63 | 0.750 | 0.652 | 0 | 0 |
| 4353 | 43 | M | 3 | College | Single | $40K - $60K | Blue | 33 | 5 | 2 | 4 | 10533.000 | 1689 | 0.359 | 3651 | 69 | 0.605 | 0.160 | 0 | 0 |
| 4354 | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 41 | 4 | 2 | 1 | 14322.000 | 0 | 0.602 | 3993 | 75 | 0.531 | 0.000 | 0 | 0 |
| 4355 | 50 | M | 3 | Graduate | Married | $120K + | Blue | 38 | 5 | 2 | 4 | 34516.000 | 1662 | 0.504 | 3806 | 76 | 0.900 | 0.048 | 0 | 0 |
| 4356 | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 5 | 1 | 2 | 6798.000 | 2517 | 0.873 | 4327 | 79 | 0.881 | 0.370 | 0 | 0 |
| 4357 | 46 | F | 3 | Graduate | Married | abc | Blue | 39 | 3 | 3 | 4 | 1438.300 | 0 | 0.646 | 4111 | 62 | 0.550 | 0.000 | 0 | 0 |
| 4358 | 46 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 4 | 2445.000 | 848 | 0.771 | 2216 | 39 | 0.560 | 0.347 | 1 | 1 |
| 4359 | 51 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 2585.000 | 1847 | 0.627 | 3480 | 64 | 0.600 | 0.715 | 0 | 0 |
| 4360 | 52 | F | 2 | Post-Graduate | Single | abc | Blue | 42 | 3 | 2 | 3 | 1438.300 | 0 | 0.607 | 4102 | 78 | 0.857 | 0.000 | 0 | 0 |
| 4361 | 46 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 4 | 2 | 2 | 1781.000 | 1315 | 0.704 | 4775 | 83 | 0.729 | 0.738 | 0 | 0 |
| 4362 | 42 | M | 4 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 3 | 5 | 1606.000 | 0 | 0.870 | 2628 | 41 | 0.640 | 0.000 | 1 | 1 |
| 4363 | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 2205.000 | 1245 | 0.925 | 4921 | 90 | 0.800 | 0.565 | 0 | 0 |
| 4364 | 49 | F | 3 | Graduate | Married | abc | Blue | 39 | 5 | 3 | 0 | 2270.000 | 1647 | 0.759 | 4110 | 75 | 0.923 | 0.726 | 0 | 0 |
| 4365 | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 2 | 3 | 2568.000 | 1875 | 0.578 | 4254 | 85 | 0.735 | 0.730 | 0 | 0 |
| 4366 | 55 | F | 1 | Uneducated | Single | Less than $40K | Blue | 49 | 3 | 4 | 3 | 3292.000 | 0 | 0.482 | 2222 | 54 | 0.636 | 0.000 | 1 | 1 |
| 4367 | 54 | F | 1 | College | NaN | Less than $40K | Silver | 43 | 6 | 3 | 4 | 10797.000 | 1252 | 0.489 | 1739 | 38 | 0.226 | 0.116 | 1 | 1 |
| 4368 | 46 | M | 0 | Uneducated | Single | $60K - $80K | Silver | 36 | 6 | 3 | 2 | 30501.000 | 2030 | 0.560 | 2525 | 45 | 0.500 | 0.067 | 0 | 1 |
| 4369 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 1 | 5371.000 | 1499 | 0.737 | 3282 | 66 | 0.650 | 0.279 | 0 | 0 |
| 4370 | 37 | M | 3 | High School | NaN | $80K - $120K | Blue | 28 | 5 | 4 | 4 | 13441.000 | 0 | 0.513 | 4207 | 80 | 0.702 | 0.000 | 0 | 0 |
| 4371 | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 9137.000 | 1729 | 0.974 | 4626 | 77 | 0.750 | 0.189 | 0 | 0 |
| 4372 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 3 | 3 | 5848.000 | 2517 | 0.561 | 2000 | 32 | 0.280 | 0.430 | 1 | 1 |
| 4373 | 47 | M | 2 | Graduate | Single | $120K + | Blue | 41 | 3 | 2 | 4 | 10614.000 | 784 | 0.730 | 4601 | 77 | 0.638 | 0.074 | 0 | 0 |
| 4374 | 42 | F | 2 | College | NaN | abc | Blue | 32 | 3 | 3 | 4 | 4035.000 | 1003 | 0.583 | 4589 | 89 | 0.648 | 0.249 | 0 | 0 |
| 4375 | 59 | F | 0 | Graduate | Single | $40K - $60K | Blue | 48 | 4 | 1 | 2 | 4205.000 | 710 | 0.504 | 2023 | 38 | 0.727 | 0.169 | 0 | 1 |
| 4376 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2586.000 | 2196 | 0.693 | 3944 | 78 | 0.857 | 0.849 | 0 | 0 |
| 4377 | 41 | F | 3 | NaN | NaN | Less than $40K | Blue | 28 | 3 | 2 | 2 | 7234.000 | 1420 | 0.539 | 4466 | 92 | 0.736 | 0.196 | 0 | 0 |
| 4378 | 57 | M | 2 | Graduate | Single | $120K + | Silver | 51 | 6 | 3 | 4 | 34516.000 | 1417 | 0.966 | 4303 | 77 | 0.638 | 0.041 | 0 | 0 |
| 4379 | 35 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 24 | 4 | 2 | 3 | 21114.000 | 0 | 0.697 | 3534 | 56 | 1.000 | 0.000 | 0 | 0 |
| 4380 | 53 | M | 1 | NaN | Married | $40K - $60K | Blue | 48 | 4 | 1 | 3 | 2522.000 | 1704 | 0.988 | 4697 | 73 | 0.698 | 0.676 | 0 | 0 |
| 4381 | 37 | M | 1 | Graduate | Single | $80K - $120K | Blue | 24 | 6 | 3 | 4 | 11309.000 | 0 | 0.474 | 4809 | 71 | 0.479 | 0.000 | 0 | 0 |
| 4382 | 43 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 2 | 4 | 1 | 13883.000 | 783 | 0.749 | 1871 | 32 | 0.684 | 0.056 | 1 | 1 |
| 4383 | 43 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 13448.000 | 0 | 0.667 | 5067 | 62 | 0.722 | 0.000 | 0 | 0 |
| 4384 | 55 | M | 1 | Uneducated | Single | $60K - $80K | Silver | 46 | 4 | 2 | 4 | 25991.000 | 0 | 0.639 | 2996 | 62 | 0.879 | 0.000 | 0 | 0 |
| 4385 | 52 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2537.000 | 1097 | 0.874 | 4964 | 84 | 0.909 | 0.432 | 0 | 0 |
| 4386 | 46 | M | 4 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 1438.300 | 794 | 0.807 | 3895 | 67 | 0.558 | 0.552 | 0 | 0 |
| 4387 | 40 | F | 2 | Uneducated | Married | abc | Blue | 36 | 3 | 2 | 3 | 13019.000 | 0 | 0.487 | 1484 | 33 | 0.435 | 0.000 | 1 | 1 |
| 4388 | 53 | F | 1 | College | Married | $40K - $60K | Blue | 48 | 2 | 2 | 3 | 3339.000 | 0 | 0.694 | 2432 | 48 | 0.600 | 0.000 | 1 | 1 |
| 4389 | 49 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 37 | 6 | 3 | 3 | 28390.000 | 1141 | 0.919 | 4631 | 76 | 0.949 | 0.040 | 0 | 0 |
| 4390 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 23665.000 | 1624 | 0.574 | 4190 | 87 | 0.706 | 0.069 | 0 | 0 |
| 4391 | 46 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.951 | 4374 | 71 | 0.775 | 0.000 | 0 | 0 |
| 4392 | 43 | F | 4 | High School | NaN | Less than $40K | Blue | 36 | 5 | 2 | 4 | 2459.000 | 1127 | 0.765 | 4343 | 83 | 0.886 | 0.458 | 0 | 0 |
| 4393 | 28 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 5 | 1624.000 | 0 | 0.299 | 1897 | 35 | 0.250 | 0.000 | 1 | 1 |
| 4394 | 49 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 40 | 6 | 2 | 3 | 8900.000 | 1700 | 0.906 | 4710 | 70 | 0.556 | 0.191 | 0 | 0 |
| 4395 | 48 | F | 4 | Graduate | Single | abc | Blue | 41 | 5 | 3 | 2 | 5239.000 | 1172 | 0.825 | 4241 | 61 | 0.968 | 0.224 | 0 | 0 |
| 4396 | 42 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 9351.000 | 1482 | 0.464 | 5099 | 60 | 0.714 | 0.158 | 0 | 0 |
| 4397 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 2 | 2 | 2655.000 | 1650 | 0.701 | 4025 | 62 | 0.590 | 0.621 | 0 | 0 |
| 4398 | 51 | M | 2 | Post-Graduate | Married | $120K + | Blue | 45 | 5 | 2 | 1 | 3173.000 | 2517 | 0.708 | 4030 | 73 | 0.622 | 0.793 | 0 | 0 |
| 4399 | 48 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 35 | 5 | 2 | 1 | 6243.000 | 1331 | 0.800 | 3502 | 57 | 1.036 | 0.213 | 0 | 0 |
| 4400 | 37 | F | 1 | High School | Single | abc | Blue | 36 | 3 | 2 | 3 | 6730.000 | 1093 | 1.010 | 4814 | 89 | 0.854 | 0.162 | 0 | 0 |
| 4401 | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2490.000 | 2225 | 0.566 | 3339 | 71 | 0.543 | 0.894 | 0 | 0 |
| 4402 | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1746.000 | 1107 | 0.539 | 1907 | 47 | 0.621 | 0.634 | 1 | 1 |
| 4403 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 4141.000 | 1424 | 0.574 | 3512 | 65 | 0.477 | 0.344 | 0 | 0 |
| 4404 | 58 | F | 2 | Uneducated | Divorced | Less than $40K | Silver | 46 | 6 | 1 | 4 | 11684.000 | 653 | 0.622 | 4900 | 61 | 0.743 | 0.056 | 0 | 0 |
| 4405 | 47 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2363.000 | 494 | 0.736 | 3887 | 71 | 0.651 | 0.209 | 0 | 0 |
| 4406 | 48 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 43 | 2 | 3 | 4 | 34516.000 | 0 | 0.671 | 1626 | 28 | 0.400 | 0.000 | 1 | 1 |
| 4407 | 46 | M | 3 | Graduate | NaN | $60K - $80K | Silver | 40 | 6 | 3 | 2 | 28829.000 | 0 | 0.463 | 4540 | 78 | 0.560 | 0.000 | 0 | 0 |
| 4408 | 33 | F | 2 | High School | Single | $40K - $60K | Blue | 28 | 3 | 2 | 3 | 1438.300 | 746 | 0.913 | 4415 | 77 | 0.878 | 0.519 | 0 | 0 |
| 4409 | 47 | F | 2 | High School | Married | Less than $40K | Blue | 34 | 4 | 2 | 4 | 2730.000 | 1970 | 0.848 | 3841 | 69 | 0.865 | 0.722 | 0 | 0 |
| 4410 | 55 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 4 | 1994.000 | 1175 | 0.794 | 4455 | 82 | 0.547 | 0.589 | 0 | 0 |
| 4411 | 48 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 4 | 3 | 3 | 9727.000 | 1626 | 1.006 | 3543 | 62 | 0.676 | 0.167 | 0 | 0 |
| 4412 | 41 | M | 4 | Uneducated | Divorced | $60K - $80K | Silver | 36 | 4 | 2 | 3 | 33771.000 | 0 | 0.791 | 3819 | 75 | 0.829 | 0.000 | 0 | 0 |
| 4413 | 39 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 33 | 6 | 2 | 0 | 10452.000 | 1120 | 0.802 | 3592 | 79 | 0.795 | 0.107 | 0 | 0 |
| 4414 | 45 | F | 4 | NaN | Single | Less than $40K | Blue | 32 | 3 | 3 | 4 | 2858.000 | 0 | 1.058 | 2611 | 43 | 0.483 | 0.000 | 1 | 1 |
| 4415 | 46 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 4707.000 | 1121 | 0.604 | 3188 | 71 | 0.651 | 0.238 | 0 | 0 |
| 4416 | 49 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 2 | 1 | 3537.000 | 0 | 0.763 | 4726 | 78 | 0.814 | 0.000 | 0 | 0 |
| 4417 | 46 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 38 | 6 | 3 | 3 | 8258.000 | 1771 | 0.000 | 1447 | 23 | 0.000 | 0.214 | 1 | 1 |
| 4418 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 3 | 1 | 3072.000 | 1611 | 0.682 | 3992 | 57 | 0.727 | 0.524 | 0 | 0 |
| 4419 | 48 | M | 3 | High School | NaN | Less than $40K | Blue | 38 | 4 | 3 | 3 | 8892.000 | 889 | 0.670 | 4900 | 89 | 0.745 | 0.100 | 0 | 0 |
| 4420 | 52 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 1 | 2 | 3 | 3841.000 | 2517 | 0.841 | 2680 | 51 | 0.545 | 0.655 | 1 | 1 |
| 4421 | 37 | F | 0 | Graduate | Divorced | $40K - $60K | Blue | 28 | 4 | 3 | 1 | 1920.000 | 0 | 0.688 | 4715 | 81 | 0.841 | 0.000 | 0 | 0 |
| 4422 | 42 | M | 3 | High School | NaN | Less than $40K | Blue | 31 | 4 | 2 | 4 | 7802.000 | 1885 | 0.643 | 4212 | 75 | 0.744 | 0.242 | 0 | 0 |
| 4423 | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1705.000 | 1192 | 0.763 | 4862 | 41 | 0.242 | 0.699 | 0 | 1 |
| 4424 | 52 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 1822.000 | 1605 | 0.756 | 2538 | 39 | 0.696 | 0.881 | 1 | 1 |
| 4425 | 45 | F | 3 | NaN | Single | abc | Blue | 32 | 6 | 3 | 4 | 9294.000 | 2000 | 0.637 | 4431 | 82 | 0.673 | 0.215 | 0 | 0 |
| 4426 | 40 | M | 2 | High School | Married | $120K + | Blue | 27 | 5 | 3 | 1 | 12248.000 | 1323 | 0.882 | 4806 | 91 | 0.896 | 0.108 | 0 | 0 |
| 4427 | 39 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 10264.000 | 803 | 0.802 | 4003 | 74 | 0.721 | 0.078 | 0 | 0 |
| 4428 | 42 | M | 3 | Graduate | Single | $40K - $60K | Silver | 36 | 3 | 2 | 3 | 15069.000 | 1843 | 0.840 | 3464 | 67 | 0.558 | 0.122 | 0 | 0 |
| 4429 | 41 | F | 4 | High School | Divorced | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 4650.000 | 204 | 0.685 | 2014 | 54 | 0.800 | 0.044 | 1 | 1 |
| 4430 | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 48 | 3 | 2 | 2 | 3685.000 | 0 | 0.762 | 4012 | 59 | 0.639 | 0.000 | 0 | 0 |
| 4431 | 49 | F | 2 | High School | Divorced | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 7231.000 | 2517 | 0.865 | 3912 | 67 | 0.763 | 0.348 | 0 | 0 |
| 4432 | 44 | M | 4 | NaN | Married | $60K - $80K | Blue | 32 | 4 | 1 | 1 | 10007.000 | 1586 | 0.921 | 4309 | 77 | 0.711 | 0.158 | 0 | 0 |
| 4433 | 52 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 2641.000 | 1584 | 0.809 | 4279 | 67 | 0.718 | 0.600 | 0 | 0 |
| 4434 | 29 | F | 1 | High School | Single | Less than $40K | Blue | 20 | 4 | 2 | 1 | 3095.000 | 1488 | 0.924 | 4642 | 92 | 0.878 | 0.481 | 0 | 0 |
| 4435 | 48 | F | 4 | High School | Married | Less than $40K | Blue | 37 | 1 | 2 | 3 | 3607.000 | 0 | 0.504 | 2013 | 35 | 0.458 | 0.000 | 1 | 1 |
| 4436 | 36 | F | 2 | Uneducated | Single | abc | Blue | 23 | 3 | 1 | 0 | 1954.000 | 1179 | 0.867 | 3896 | 67 | 0.718 | 0.603 | 0 | 0 |
| 4437 | 45 | M | 3 | High School | NaN | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 21317.000 | 0 | 0.833 | 3814 | 67 | 1.030 | 0.000 | 0 | 0 |
| 4438 | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 3 | 19402.000 | 0 | 0.580 | 1937 | 51 | 0.594 | 0.000 | 1 | 1 |
| 4439 | 45 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 8063.000 | 1485 | 0.872 | 4275 | 77 | 0.833 | 0.184 | 0 | 0 |
| 4440 | 40 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 32 | 6 | 2 | 2 | 3097.000 | 2409 | 0.912 | 4624 | 86 | 0.870 | 0.778 | 0 | 0 |
| 4441 | 48 | F | 3 | Graduate | NaN | Less than $40K | Blue | 44 | 3 | 3 | 2 | 1438.300 | 0 | 0.736 | 2054 | 46 | 0.586 | 0.000 | 1 | 1 |
| 4442 | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 4 | 3161.000 | 2424 | 0.617 | 4307 | 66 | 0.784 | 0.767 | 0 | 0 |
| 4443 | 38 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 3 | 2435.000 | 2432 | 0.120 | 1460 | 32 | 0.103 | 0.999 | 1 | 1 |
| 4444 | 59 | F | 0 | NaN | Single | Less than $40K | Blue | 40 | 5 | 2 | 2 | 1845.000 | 1076 | 1.016 | 4319 | 76 | 0.551 | 0.583 | 0 | 0 |
| 4445 | 49 | F | 3 | College | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 1603.000 | 749 | 0.733 | 2644 | 43 | 0.483 | 0.467 | 1 | 1 |
| 4446 | 39 | F | 5 | College | Single | Less than $40K | Blue | 30 | 4 | 1 | 2 | 4710.000 | 1869 | 0.858 | 4719 | 91 | 0.655 | 0.397 | 0 | 0 |
| 4447 | 50 | F | 2 | Uneducated | Single | abc | Blue | 41 | 2 | 3 | 2 | 2751.000 | 2253 | 0.497 | 2108 | 40 | 0.481 | 0.819 | 1 | 1 |
| 4448 | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 6 | 4 | 3 | 1438.300 | 0 | 0.767 | 4815 | 81 | 0.653 | 0.000 | 0 | 0 |
| 4449 | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 45 | 5 | 1 | 4 | 24287.000 | 1676 | 0.506 | 5495 | 69 | 0.816 | 0.069 | 0 | 1 |
| 4450 | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 18 | 6 | 1 | 1 | 1694.000 | 1074 | 0.780 | 3857 | 70 | 0.750 | 0.634 | 0 | 0 |
| 4451 | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 5 | 1457.000 | 0 | 0.493 | 1441 | 39 | 0.393 | 0.000 | 1 | 1 |
| 4452 | 33 | M | 3 | NaN | Divorced | abc | Blue | 27 | 6 | 1 | 3 | 25045.000 | 0 | 1.018 | 3444 | 52 | 0.926 | 0.000 | 0 | 0 |
| 4453 | 52 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 45 | 5 | 2 | 0 | 10859.000 | 1710 | 0.974 | 3987 | 64 | 0.829 | 0.157 | 0 | 0 |
| 4454 | 45 | M | 3 | High School | Married | $40K - $60K | Silver | 33 | 3 | 2 | 1 | 16928.000 | 1519 | 0.894 | 3355 | 66 | 0.886 | 0.090 | 0 | 0 |
| 4455 | 37 | M | 2 | High School | Single | $40K - $60K | Blue | 30 | 6 | 3 | 4 | 4297.000 | 0 | 0.797 | 4310 | 76 | 0.767 | 0.000 | 0 | 0 |
| 4456 | 42 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 8302.000 | 1294 | 0.558 | 3221 | 66 | 0.610 | 0.156 | 0 | 0 |
| 4457 | 43 | F | 2 | Uneducated | NaN | Less than $40K | Blue | 39 | 5 | 3 | 3 | 2734.000 | 2517 | 0.700 | 4457 | 86 | 0.955 | 0.921 | 0 | 0 |
| 4458 | 40 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 31 | 4 | 2 | 3 | 27374.000 | 1509 | 0.803 | 4231 | 60 | 0.714 | 0.055 | 0 | 0 |
| 4459 | 43 | F | 2 | Uneducated | Married | abc | Blue | 38 | 6 | 3 | 1 | 2960.000 | 1853 | 0.949 | 3921 | 63 | 0.853 | 0.626 | 0 | 0 |
| 4460 | 54 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 41 | 4 | 2 | 3 | 9110.000 | 0 | 0.662 | 2999 | 75 | 0.786 | 0.000 | 0 | 0 |
| 4461 | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 35 | 4 | 3 | 1 | 1539.000 | 0 | 0.944 | 4793 | 71 | 0.614 | 0.000 | 0 | 0 |
| 4462 | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 1947.000 | 1160 | 1.227 | 4496 | 71 | 1.290 | 0.596 | 0 | 0 |
| 4463 | 45 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 2667.000 | 1551 | 0.672 | 4883 | 85 | 0.735 | 0.582 | 0 | 0 |
| 4464 | 54 | F | 3 | College | Single | Less than $40K | Blue | 45 | 5 | 1 | 4 | 3062.000 | 2039 | 1.057 | 4037 | 71 | 0.821 | 0.666 | 0 | 0 |
| 4465 | 47 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 6 | 5 | 0 | 3114.000 | 1059 | 0.780 | 4342 | 62 | 0.771 | 0.340 | 0 | 0 |
| 4466 | 54 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 2 | 3 | 14948.000 | 2158 | 0.844 | 3094 | 56 | 1.000 | 0.144 | 0 | 0 |
| 4467 | 49 | F | 0 | Doctorate | NaN | Less than $40K | Blue | 37 | 5 | 2 | 3 | 1749.000 | 0 | 1.006 | 2510 | 38 | 0.407 | 0.000 | 1 | 1 |
| 4468 | 44 | M | 3 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 1 | 2534.000 | 1706 | 0.793 | 3965 | 57 | 1.111 | 0.673 | 0 | 0 |
| 4469 | 46 | F | 3 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2503.000 | 2373 | 0.697 | 4647 | 65 | 0.806 | 0.948 | 0 | 0 |
| 4470 | 38 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1854.000 | 0 | 0.885 | 5245 | 89 | 0.712 | 0.000 | 0 | 0 |
| 4471 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 4092.000 | 622 | 0.775 | 5001 | 88 | 0.492 | 0.152 | 0 | 0 |
| 4472 | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 54 | 4 | 1 | 4 | 13284.000 | 607 | 0.857 | 4942 | 76 | 0.652 | 0.046 | 0 | 0 |
| 4473 | 59 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 6 | 3 | 4 | 4830.000 | 1469 | 0.634 | 3365 | 63 | 0.750 | 0.304 | 0 | 0 |
| 4474 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 3 | 2 | 3 | 5911.000 | 916 | 0.471 | 1656 | 31 | 0.722 | 0.155 | 1 | 1 |
| 4475 | 53 | F | 1 | College | Single | abc | Blue | 44 | 3 | 2 | 2 | 11012.000 | 1328 | 0.617 | 3793 | 86 | 0.654 | 0.121 | 0 | 0 |
| 4476 | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 24 | 5 | 3 | 2 | 19188.000 | 0 | 0.453 | 4366 | 69 | 0.816 | 0.000 | 0 | 0 |
| 4477 | 44 | F | 3 | Uneducated | Single | abc | Blue | 31 | 4 | 2 | 3 | 18056.000 | 940 | 0.629 | 4473 | 72 | 0.600 | 0.052 | 0 | 0 |
| 4478 | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 5 | 2 | 1438.300 | 754 | 0.740 | 4457 | 69 | 0.683 | 0.524 | 0 | 0 |
| 4479 | 31 | F | 0 | High School | Married | Less than $40K | Blue | 13 | 5 | 2 | 3 | 3201.000 | 984 | 0.639 | 5155 | 77 | 0.925 | 0.307 | 0 | 0 |
| 4480 | 50 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 6 | 1 | 1 | 1479.000 | 1004 | 0.827 | 5116 | 75 | 0.974 | 0.679 | 0 | 0 |
| 4481 | 38 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 1 | 2 | 3144.000 | 2216 | 0.741 | 4717 | 75 | 0.562 | 0.705 | 0 | 0 |
| 4482 | 58 | M | 1 | College | Single | $80K - $120K | Blue | 45 | 5 | 3 | 4 | 1854.000 | 1480 | 0.853 | 3292 | 73 | 0.921 | 0.798 | 0 | 0 |
| 4483 | 49 | M | 5 | Uneducated | NaN | $60K - $80K | Blue | 43 | 3 | 3 | 3 | 1960.000 | 0 | 0.493 | 2253 | 39 | 0.345 | 0.000 | 1 | 1 |
| 4484 | 37 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 36 | 4 | 2 | 3 | 9782.000 | 1793 | 0.886 | 3672 | 75 | 0.923 | 0.183 | 0 | 0 |
| 4485 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 2 | 3144.000 | 0 | 0.561 | 3774 | 80 | 0.818 | 0.000 | 0 | 0 |
| 4486 | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 6 | 3 | 3 | 4738.000 | 0 | 0.641 | 1900 | 36 | 0.500 | 0.000 | 1 | 1 |
| 4487 | 46 | F | 3 | High School | Single | abc | Silver | 36 | 4 | 2 | 3 | 34516.000 | 154 | 0.602 | 1987 | 46 | 0.586 | 0.004 | 1 | 1 |
| 4488 | 35 | F | 1 | NaN | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1438.300 | 856 | 0.792 | 4432 | 92 | 0.736 | 0.595 | 0 | 0 |
| 4489 | 43 | M | 2 | College | Divorced | $120K + | Blue | 37 | 4 | 1 | 2 | 34516.000 | 0 | 0.536 | 1370 | 38 | 0.357 | 0.000 | 1 | 1 |
| 4490 | 32 | F | 0 | Uneducated | Married | Less than $40K | Blue | 23 | 5 | 2 | 4 | 2156.000 | 1114 | 0.603 | 4106 | 66 | 0.833 | 0.517 | 0 | 0 |
| 4491 | 63 | F | 0 | College | Single | Less than $40K | Blue | 44 | 3 | 4 | 2 | 1938.000 | 0 | 0.536 | 3974 | 56 | 0.931 | 0.000 | 0 | 0 |
| 4492 | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 52 | 3 | 3 | 1 | 1438.300 | 0 | 0.925 | 3560 | 67 | 0.861 | 0.000 | 0 | 0 |
| 4493 | 54 | F | 2 | Graduate | Married | abc | Blue | 44 | 2 | 3 | 3 | 3781.000 | 1692 | 0.791 | 2310 | 43 | 0.720 | 0.448 | 1 | 1 |
| 4494 | 48 | M | 3 | High School | Married | $60K - $80K | Gold | 37 | 6 | 2 | 0 | 34516.000 | 1948 | 0.666 | 4539 | 75 | 0.705 | 0.056 | 0 | 0 |
| 4495 | 49 | M | 1 | High School | Single | $120K + | Blue | 44 | 6 | 2 | 3 | 1438.300 | 1058 | 0.560 | 4109 | 72 | 0.800 | 0.736 | 0 | 0 |
| 4496 | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 1 | 3261.000 | 0 | 1.012 | 3081 | 50 | 0.667 | 0.000 | 1 | 1 |
| 4497 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 23 | 6 | 3 | 1 | 2211.000 | 1370 | 0.781 | 4359 | 79 | 0.927 | 0.620 | 0 | 0 |
| 4498 | 39 | F | 2 | NaN | Single | abc | Blue | 28 | 6 | 2 | 2 | 1493.000 | 792 | 0.688 | 4131 | 80 | 0.702 | 0.530 | 0 | 0 |
| 4499 | 48 | F | 3 | Post-Graduate | Married | abc | Blue | 36 | 3 | 1 | 3 | 20631.000 | 2048 | 0.676 | 4827 | 77 | 0.711 | 0.099 | 0 | 0 |
| 4500 | 53 | F | 3 | Doctorate | Married | Less than $40K | Blue | 33 | 6 | 2 | 1 | 2255.000 | 1647 | 0.848 | 4270 | 76 | 0.767 | 0.730 | 0 | 0 |
| 4501 | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 42 | 5 | 1 | 3 | 1507.000 | 961 | 0.678 | 4126 | 90 | 0.667 | 0.638 | 0 | 0 |
| 4502 | 65 | F | 0 | Uneducated | NaN | Less than $40K | Silver | 53 | 5 | 1 | 2 | 11097.000 | 0 | 0.648 | 4836 | 83 | 0.566 | 0.000 | 0 | 0 |
| 4503 | 49 | F | 4 | Graduate | Married | abc | Blue | 40 | 5 | 1 | 1 | 8162.000 | 1704 | 0.819 | 4334 | 80 | 0.739 | 0.209 | 0 | 0 |
| 4504 | 44 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 18721.000 | 1568 | 0.788 | 4537 | 81 | 0.800 | 0.084 | 0 | 0 |
| 4505 | 62 | F | 0 | High School | NaN | Less than $40K | Blue | 51 | 4 | 2 | 3 | 5210.000 | 0 | 0.640 | 2162 | 36 | 0.161 | 0.000 | 1 | 1 |
| 4506 | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1736.000 | 1513 | 0.829 | 3462 | 67 | 0.558 | 0.872 | 0 | 0 |
| 4507 | 51 | M | 3 | College | Married | $80K - $120K | Blue | 34 | 5 | 2 | 4 | 1864.000 | 1427 | 0.725 | 3833 | 73 | 0.587 | 0.766 | 0 | 0 |
| 4508 | 43 | F | 2 | High School | Single | Less than $40K | Blue | 37 | 4 | 3 | 0 | 6611.000 | 1041 | 0.744 | 4037 | 74 | 0.682 | 0.157 | 0 | 0 |
| 4509 | 34 | F | 0 | Graduate | Married | abc | Blue | 13 | 4 | 1 | 4 | 7942.000 | 2087 | 0.754 | 4068 | 66 | 0.610 | 0.263 | 0 | 0 |
| 4510 | 49 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 13382.000 | 1159 | 0.404 | 1828 | 45 | 0.500 | 0.087 | 1 | 1 |
| 4511 | 63 | M | 0 | Graduate | Single | abc | Blue | 55 | 5 | 0 | 2 | 18550.000 | 0 | 0.908 | 2616 | 42 | 0.826 | 0.000 | 1 | 1 |
| 4512 | 39 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2650.000 | 1646 | 0.747 | 4512 | 80 | 0.509 | 0.621 | 0 | 0 |
| 4513 | 37 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 1696.000 | 0 | 0.857 | 2095 | 43 | 0.536 | 0.000 | 1 | 1 |
| 4514 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 3 | 1 | 1 | 2628.000 | 1771 | 0.788 | 4316 | 72 | 0.600 | 0.674 | 0 | 0 |
| 4515 | 46 | F | 3 | NaN | Married | $40K - $60K | Blue | 39 | 6 | 3 | 2 | 1457.000 | 563 | 0.711 | 3967 | 69 | 0.568 | 0.386 | 0 | 0 |
| 4516 | 46 | M | 5 | Uneducated | NaN | $80K - $120K | Blue | 28 | 6 | 1 | 1 | 34516.000 | 1259 | 0.671 | 4300 | 94 | 0.741 | 0.036 | 0 | 0 |
| 4517 | 40 | F | 4 | Uneducated | Single | abc | Blue | 32 | 3 | 1 | 3 | 3056.000 | 2038 | 0.675 | 4734 | 73 | 0.659 | 0.667 | 0 | 0 |
| 4518 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 44 | 6 | 2 | 4 | 2650.000 | 1049 | 0.874 | 4218 | 64 | 0.730 | 0.396 | 0 | 0 |
| 4519 | 58 | F | 1 | College | Married | Less than $40K | Blue | 38 | 4 | 2 | 3 | 3331.000 | 2251 | 1.044 | 5379 | 92 | 0.643 | 0.676 | 0 | 0 |
| 4520 | 49 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 38 | 6 | 2 | 1 | 3343.000 | 1820 | 0.727 | 4507 | 63 | 0.703 | 0.544 | 0 | 0 |
| 4521 | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 46 | 5 | 3 | 2 | 4123.000 | 1760 | 0.869 | 2447 | 40 | 0.429 | 0.427 | 1 | 1 |
| 4522 | 55 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 0 | 2677.000 | 1555 | 0.639 | 4757 | 81 | 0.688 | 0.581 | 0 | 0 |
| 4523 | 57 | F | 0 | Graduate | Single | Less than $40K | Blue | 45 | 4 | 3 | 3 | 3023.000 | 2517 | 0.646 | 2477 | 42 | 0.615 | 0.833 | 1 | 1 |
| 4524 | 56 | F | 2 | High School | Married | Less than $40K | Blue | 47 | 4 | 3 | 1 | 2238.000 | 1324 | 0.762 | 4108 | 72 | 0.846 | 0.592 | 0 | 0 |
| 4525 | 59 | F | 2 | High School | Married | abc | Blue | 51 | 3 | 3 | 3 | 3875.000 | 1397 | 0.573 | 2312 | 49 | 0.581 | 0.361 | 1 | 1 |
| 4526 | 42 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 26 | 6 | 2 | 3 | 20803.000 | 1747 | 0.311 | 4012 | 60 | 0.429 | 0.084 | 0 | 1 |
| 4527 | 48 | M | 2 | Doctorate | Single | $40K - $60K | Blue | 42 | 6 | 3 | 2 | 2760.000 | 0 | 0.576 | 1759 | 34 | 0.214 | 0.000 | 1 | 1 |
| 4528 | 45 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 9086.000 | 1254 | 0.930 | 3906 | 81 | 0.800 | 0.138 | 0 | 0 |
| 4529 | 47 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 21142.000 | 0 | 0.812 | 4360 | 66 | 1.357 | 0.000 | 0 | 0 |
| 4530 | 62 | M | 0 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 3653.000 | 1769 | 0.825 | 4423 | 67 | 0.763 | 0.484 | 0 | 0 |
| 4531 | 44 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 36 | 6 | 2 | 4 | 1713.000 | 0 | 0.678 | 3999 | 66 | 1.062 | 0.000 | 0 | 0 |
| 4532 | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 3 | 1 | 4 | 34516.000 | 1718 | 0.510 | 5220 | 74 | 0.423 | 0.050 | 0 | 0 |
| 4533 | 43 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 4 | 1 | 1 | 6548.000 | 1244 | 0.667 | 4354 | 79 | 0.927 | 0.190 | 0 | 0 |
| 4534 | 35 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 27 | 6 | 1 | 0 | 1953.000 | 1554 | 0.581 | 4598 | 71 | 0.651 | 0.796 | 0 | 0 |
| 4535 | 49 | M | 3 | High School | NaN | $40K - $60K | Blue | 38 | 4 | 1 | 3 | 3051.000 | 1783 | 0.732 | 4887 | 69 | 0.725 | 0.584 | 0 | 0 |
| 4536 | 44 | M | 3 | Graduate | Married | $80K - $120K | Blue | 25 | 5 | 2 | 3 | 25256.000 | 966 | 0.488 | 2048 | 40 | 0.333 | 0.038 | 1 | 1 |
| 4537 | 48 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 1 | 1630.000 | 1243 | 0.400 | 1884 | 43 | 0.303 | 0.763 | 1 | 1 |
| 4538 | 42 | M | 4 | High School | Married | $120K + | Gold | 30 | 6 | 2 | 4 | 34516.000 | 1045 | 0.848 | 3574 | 75 | 0.923 | 0.030 | 0 | 0 |
| 4539 | 43 | M | 4 | NaN | Married | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 10800.000 | 1491 | 0.543 | 3966 | 77 | 0.638 | 0.138 | 0 | 0 |
| 4540 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 26 | 3 | 3 | 1 | 1876.000 | 1536 | 0.712 | 2579 | 47 | 0.469 | 0.819 | 1 | 1 |
| 4541 | 42 | M | 5 | NaN | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 4963.000 | 0 | 0.637 | 2335 | 40 | 0.429 | 0.000 | 1 | 1 |
| 4542 | 44 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 3 | 1 | 4 | 16739.000 | 1229 | 0.497 | 4014 | 69 | 0.568 | 0.073 | 0 | 0 |
| 4543 | 56 | F | 0 | Graduate | Single | Less than $40K | Blue | 45 | 3 | 6 | 2 | 2463.000 | 1621 | 0.568 | 4118 | 70 | 0.591 | 0.658 | 0 | 0 |
| 4544 | 46 | M | 3 | College | Single | $80K - $120K | Silver | 38 | 3 | 3 | 1 | 34516.000 | 1278 | 0.510 | 4699 | 73 | 0.622 | 0.037 | 0 | 0 |
| 4545 | 50 | M | 2 | College | Married | $60K - $80K | Blue | 37 | 4 | 1 | 2 | 4743.000 | 1687 | 0.957 | 3739 | 55 | 0.618 | 0.356 | 0 | 0 |
| 4546 | 43 | M | 3 | College | NaN | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 9382.000 | 1455 | 0.482 | 3412 | 71 | 0.821 | 0.155 | 0 | 0 |
| 4547 | 45 | F | 3 | Uneducated | Single | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2059.000 | 1118 | 0.788 | 4110 | 71 | 1.152 | 0.543 | 0 | 0 |
| 4548 | 58 | M | 2 | NaN | Divorced | $60K - $80K | Blue | 52 | 6 | 2 | 3 | 20410.000 | 1196 | 0.726 | 3525 | 78 | 0.733 | 0.059 | 0 | 0 |
| 4549 | 39 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 31 | 5 | 3 | 4 | 6798.000 | 918 | 0.671 | 3961 | 69 | 0.605 | 0.135 | 0 | 0 |
| 4550 | 44 | F | 2 | NaN | Single | Less than $40K | Blue | 32 | 3 | 1 | 4 | 6472.000 | 2128 | 0.580 | 3592 | 66 | 0.833 | 0.329 | 0 | 0 |
| 4551 | 45 | M | 3 | High School | Single | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2766.000 | 1985 | 0.796 | 4480 | 70 | 0.750 | 0.718 | 0 | 0 |
| 4552 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 46 | 5 | 3 | 4 | 1438.300 | 0 | 0.907 | 4271 | 79 | 0.756 | 0.000 | 0 | 0 |
| 4553 | 49 | F | 2 | College | Married | Less than $40K | Blue | 35 | 3 | 3 | 4 | 3283.000 | 1856 | 1.103 | 4498 | 64 | 0.829 | 0.565 | 0 | 0 |
| 4554 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 5 | 1 | 3 | 2470.000 | 1961 | 0.802 | 4519 | 78 | 0.733 | 0.794 | 0 | 0 |
| 4555 | 43 | M | 4 | NaN | Married | $120K + | Blue | 37 | 3 | 1 | 3 | 20695.000 | 1250 | 0.605 | 3924 | 82 | 0.783 | 0.060 | 0 | 0 |
| 4556 | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 4228.000 | 1709 | 0.493 | 4389 | 79 | 0.580 | 0.404 | 0 | 0 |
| 4557 | 45 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 28 | 5 | 3 | 1 | 31743.000 | 1332 | 0.665 | 4293 | 73 | 0.622 | 0.042 | 0 | 0 |
| 4558 | 48 | F | 4 | NaN | NaN | Less than $40K | Blue | 29 | 6 | 3 | 4 | 3212.000 | 2517 | 0.785 | 4284 | 69 | 1.300 | 0.784 | 0 | 0 |
| 4559 | 47 | F | 3 | NaN | Single | abc | Blue | 42 | 3 | 2 | 2 | 5884.000 | 1382 | 0.910 | 4477 | 82 | 0.745 | 0.235 | 0 | 0 |
| 4560 | 44 | F | 3 | NaN | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 1724.000 | 0 | 0.669 | 4768 | 80 | 0.860 | 0.000 | 0 | 0 |
| 4561 | 59 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2468.000 | 0 | 0.500 | 2017 | 37 | 0.762 | 0.000 | 1 | 1 |
| 4562 | 49 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 0 | 0.409 | 1849 | 43 | 0.536 | 0.000 | 1 | 1 |
| 4563 | 47 | F | 5 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 1 | 2 | 3111.000 | 1541 | 0.656 | 4570 | 68 | 0.511 | 0.495 | 0 | 0 |
| 4564 | 58 | F | 1 | High School | Married | Less than $40K | Blue | 46 | 4 | 1 | 3 | 2799.000 | 1532 | 0.583 | 4214 | 83 | 0.537 | 0.547 | 0 | 0 |
| 4565 | 48 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 1912.000 | 1163 | 0.871 | 4786 | 81 | 0.723 | 0.608 | 0 | 0 |
| 4566 | 46 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 4 | 3 | 1 | 18927.000 | 887 | 1.065 | 3101 | 54 | 1.000 | 0.047 | 0 | 0 |
| 4567 | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 46 | 1 | 4 | 3 | 2016.000 | 395 | 0.711 | 2473 | 44 | 0.571 | 0.196 | 1 | 1 |
| 4568 | 51 | M | 2 | Post-Graduate | NaN | $80K - $120K | Blue | 43 | 4 | 2 | 0 | 4830.000 | 1970 | 0.799 | 4850 | 80 | 0.633 | 0.408 | 0 | 0 |
| 4569 | 56 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 1438.300 | 0 | 0.650 | 2123 | 37 | 0.542 | 0.000 | 1 | 1 |
| 4570 | 50 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1986.000 | 1614 | 0.554 | 4442 | 64 | 0.730 | 0.813 | 0 | 0 |
| 4571 | 47 | M | 2 | NaN | Single | $80K - $120K | Blue | 41 | 6 | 1 | 1 | 2877.000 | 1136 | 0.756 | 4006 | 68 | 0.478 | 0.395 | 0 | 0 |
| 4572 | 53 | F | 1 | College | Single | Less than $40K | Blue | 45 | 3 | 2 | 2 | 2312.000 | 1997 | 0.787 | 5085 | 78 | 0.773 | 0.864 | 0 | 0 |
| 4573 | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 3 | 3 | 2 | 2644.000 | 2126 | 0.748 | 3601 | 66 | 0.650 | 0.804 | 0 | 0 |
| 4574 | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 5 | 3 | 0 | 2062.000 | 1302 | 0.631 | 3785 | 63 | 0.750 | 0.631 | 0 | 0 |
| 4575 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 35 | 5 | 2 | 2 | 3510.000 | 1881 | 0.660 | 3808 | 81 | 0.884 | 0.536 | 0 | 0 |
| 4576 | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 1 | 15026.000 | 916 | 0.721 | 3281 | 63 | 0.800 | 0.061 | 0 | 0 |
| 4577 | 50 | M | 3 | College | NaN | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 27186.000 | 0 | 0.504 | 1704 | 34 | 0.478 | 0.000 | 1 | 1 |
| 4578 | 45 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2174.000 | 877 | 0.644 | 4596 | 71 | 0.449 | 0.403 | 0 | 0 |
| 4579 | 42 | M | 3 | College | Single | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 29535.000 | 895 | 0.952 | 3934 | 74 | 0.644 | 0.030 | 0 | 0 |
| 4580 | 50 | F | 2 | High School | Single | Less than $40K | Blue | 43 | 4 | 2 | 1 | 2974.000 | 2090 | 0.975 | 4297 | 88 | 0.833 | 0.703 | 0 | 0 |
| 4581 | 50 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1438.300 | 0 | 0.658 | 2329 | 43 | 0.593 | 0.000 | 1 | 1 |
| 4582 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 39 | 3 | 3 | 0 | 8148.000 | 701 | 0.819 | 4124 | 87 | 0.891 | 0.086 | 0 | 0 |
| 4583 | 48 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 31 | 6 | 6 | 4 | 2646.000 | 1983 | 0.700 | 4727 | 83 | 0.804 | 0.749 | 0 | 0 |
| 4584 | 37 | F | 3 | NaN | Single | abc | Blue | 24 | 2 | 3 | 2 | 2054.000 | 0 | 0.870 | 2567 | 43 | 0.593 | 0.000 | 1 | 1 |
| 4585 | 43 | M | 2 | High School | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 34516.000 | 1477 | 0.324 | 1868 | 40 | 0.212 | 0.043 | 1 | 1 |
| 4586 | 37 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 6 | 3 | 4 | 1879.000 | 1486 | 0.836 | 5202 | 88 | 0.692 | 0.791 | 0 | 0 |
| 4587 | 45 | M | 4 | High School | Single | $80K - $120K | Blue | 34 | 3 | 2 | 3 | 15913.000 | 1696 | 0.632 | 4472 | 86 | 0.792 | 0.107 | 0 | 0 |
| 4588 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 8685.000 | 0 | 0.666 | 2473 | 56 | 0.600 | 0.000 | 0 | 1 |
| 4589 | 60 | F | 2 | Uneducated | NaN | $40K - $60K | Blue | 52 | 4 | 3 | 2 | 2676.000 | 1740 | 0.735 | 3863 | 69 | 0.725 | 0.650 | 0 | 0 |
| 4590 | 58 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 4 | 1438.300 | 0 | 0.657 | 4722 | 89 | 0.745 | 0.000 | 0 | 0 |
| 4591 | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 3 | 1711.000 | 0 | 0.983 | 4496 | 77 | 0.925 | 0.000 | 0 | 0 |
| 4592 | 61 | M | 0 | High School | Single | $40K - $60K | Blue | 48 | 3 | 2 | 4 | 2572.000 | 1969 | 0.644 | 4313 | 84 | 0.787 | 0.766 | 0 | 0 |
| 4593 | 56 | M | 4 | High School | Married | $60K - $80K | Blue | 43 | 6 | 2 | 6 | 4535.000 | 0 | 0.831 | 2342 | 40 | 0.600 | 0.000 | 1 | 1 |
| 4594 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 6 | 1 | 5950.000 | 1117 | 0.570 | 4682 | 89 | 0.679 | 0.188 | 0 | 0 |
| 4595 | 39 | M | 1 | NaN | Single | $40K - $60K | Blue | 33 | 3 | 3 | 4 | 2088.000 | 975 | 1.144 | 2866 | 59 | 0.735 | 0.467 | 1 | 1 |
| 4596 | 43 | F | 3 | NaN | Married | Less than $40K | Silver | 32 | 4 | 3 | 2 | 10466.000 | 2080 | 0.648 | 4116 | 64 | 0.684 | 0.199 | 0 | 0 |
| 4597 | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 23 | 5 | 2 | 1 | 4761.000 | 1561 | 0.690 | 2045 | 53 | 1.650 | 0.328 | 0 | 0 |
| 4598 | 50 | F | 4 | NaN | Married | Less than $40K | Blue | 45 | 4 | 1 | 4 | 1488.000 | 755 | 0.783 | 4451 | 65 | 0.711 | 0.507 | 0 | 0 |
| 4599 | 44 | M | 2 | College | Married | $60K - $80K | Blue | 27 | 3 | 1 | 2 | 19114.000 | 1754 | 0.865 | 4413 | 69 | 0.725 | 0.092 | 0 | 0 |
| 4600 | 30 | F | 1 | Uneducated | Single | abc | Blue | 24 | 3 | 5 | 4 | 7536.000 | 1272 | 0.683 | 4189 | 86 | 0.911 | 0.169 | 0 | 0 |
| 4601 | 47 | F | 1 | Graduate | Single | abc | Blue | 37 | 6 | 3 | 3 | 2441.000 | 1672 | 0.893 | 4439 | 74 | 0.682 | 0.685 | 0 | 0 |
| 4602 | 47 | M | 3 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 13189.000 | 1205 | 0.708 | 3821 | 83 | 0.660 | 0.091 | 0 | 0 |
| 4603 | 49 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1914.000 | 0 | 0.677 | 2687 | 41 | 0.414 | 0.000 | 1 | 1 |
| 4604 | 42 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 31 | 6 | 2 | 1 | 2468.000 | 1850 | 0.775 | 4483 | 77 | 0.540 | 0.750 | 0 | 0 |
| 4605 | 57 | F | 1 | NaN | Single | Less than $40K | Blue | 44 | 4 | 3 | 2 | 2564.000 | 1258 | 1.156 | 2673 | 43 | 0.870 | 0.491 | 0 | 0 |
| 4606 | 43 | F | 4 | NaN | Married | Less than $40K | Blue | 24 | 6 | 2 | 3 | 1679.000 | 951 | 0.706 | 2492 | 43 | 0.593 | 0.566 | 1 | 1 |
| 4607 | 44 | F | 3 | High School | Single | $40K - $60K | Blue | 37 | 4 | 1 | 1 | 3410.000 | 1110 | 0.630 | 5102 | 63 | 0.615 | 0.326 | 0 | 0 |
| 4608 | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 6 | 5 | 1 | 2728.000 | 0 | 0.879 | 4554 | 75 | 0.744 | 0.000 | 0 | 0 |
| 4609 | 51 | M | 3 | High School | Single | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 7119.000 | 1513 | 0.925 | 4969 | 84 | 0.909 | 0.213 | 0 | 0 |
| 4610 | 57 | F | 0 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3532.000 | 869 | 1.038 | 4297 | 64 | 0.778 | 0.246 | 0 | 0 |
| 4611 | 60 | F | 1 | Uneducated | Single | abc | Blue | 50 | 6 | 3 | 3 | 7459.000 | 1717 | 1.001 | 4328 | 68 | 0.581 | 0.230 | 0 | 0 |
| 4612 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 2 | 3 | 2294.000 | 1582 | 0.775 | 3951 | 79 | 0.881 | 0.690 | 0 | 0 |
| 4613 | 37 | M | 3 | Graduate | Married | $80K - $120K | Blue | 18 | 5 | 3 | 2 | 1663.000 | 0 | 0.778 | 3950 | 82 | 0.864 | 0.000 | 0 | 0 |
| 4614 | 49 | F | 3 | NaN | Single | $40K - $60K | Blue | 42 | 4 | 3 | 4 | 5129.000 | 1654 | 0.618 | 3192 | 61 | 0.848 | 0.322 | 0 | 0 |
| 4615 | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 2 | 3 | 1722.000 | 0 | 0.863 | 2141 | 35 | 0.346 | 0.000 | 1 | 1 |
| 4616 | 46 | F | 4 | Graduate | Married | abc | Blue | 40 | 5 | 3 | 4 | 2586.000 | 1270 | 0.675 | 4481 | 77 | 0.925 | 0.491 | 0 | 0 |
| 4617 | 50 | F | 2 | High School | Single | Less than $40K | Blue | 46 | 5 | 3 | 2 | 8708.000 | 996 | 0.527 | 3927 | 60 | 0.935 | 0.114 | 0 | 0 |
| 4618 | 56 | F | 3 | NaN | Single | Less than $40K | Blue | 50 | 5 | 2 | 2 | 8869.000 | 0 | 0.721 | 3270 | 63 | 0.800 | 0.000 | 0 | 0 |
| 4619 | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 3 | 2641.000 | 1336 | 1.019 | 4224 | 77 | 0.791 | 0.506 | 0 | 0 |
| 4620 | 43 | M | 4 | High School | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 34516.000 | 1048 | 0.864 | 4192 | 73 | 0.738 | 0.030 | 0 | 0 |
| 4621 | 52 | M | 2 | NaN | Married | $80K - $120K | Silver | 48 | 6 | 6 | 1 | 34516.000 | 1473 | 0.642 | 4254 | 73 | 0.587 | 0.043 | 0 | 0 |
| 4622 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 3 | 1 | 4 | 1965.000 | 1175 | 0.657 | 4579 | 87 | 0.740 | 0.598 | 0 | 0 |
| 4623 | 50 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1513.000 | 0 | 0.854 | 4759 | 98 | 0.719 | 0.000 | 0 | 0 |
| 4624 | 42 | M | 4 | College | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 10543.000 | 0 | 0.509 | 1841 | 39 | 0.500 | 0.000 | 1 | 1 |
| 4625 | 49 | M | 1 | Graduate | Single | $80K - $120K | Blue | 42 | 6 | 2 | 1 | 17764.000 | 1459 | 0.964 | 2750 | 57 | 0.900 | 0.082 | 0 | 0 |
| 4626 | 50 | F | 2 | Graduate | Single | $40K - $60K | Blue | 43 | 4 | 1 | 3 | 1438.300 | 0 | 1.196 | 4512 | 77 | 0.833 | 0.000 | 0 | 0 |
| 4627 | 49 | F | 2 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 6371.000 | 1946 | 0.582 | 3592 | 79 | 0.756 | 0.305 | 0 | 0 |
| 4628 | 43 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 36 | 5 | 1 | 1 | 19188.000 | 1622 | 0.750 | 4282 | 52 | 0.926 | 0.085 | 0 | 0 |
| 4629 | 60 | M | 0 | College | NaN | Less than $40K | Blue | 47 | 6 | 3 | 3 | 3076.000 | 2257 | 0.795 | 4522 | 75 | 0.471 | 0.734 | 0 | 0 |
| 4630 | 49 | M | 4 | Graduate | Single | $40K - $60K | Blue | 42 | 3 | 3 | 2 | 2822.000 | 1501 | 1.043 | 4344 | 68 | 1.194 | 0.532 | 0 | 0 |
| 4631 | 42 | F | 4 | College | Married | $40K - $60K | Blue | 37 | 3 | 3 | 1 | 4139.000 | 0 | 0.547 | 2232 | 41 | 0.464 | 0.000 | 1 | 1 |
| 4632 | 42 | M | 3 | College | Single | $80K - $120K | Silver | 26 | 3 | 2 | 2 | 34516.000 | 904 | 0.726 | 3910 | 68 | 0.659 | 0.026 | 0 | 0 |
| 4633 | 43 | M | 3 | Graduate | Single | $120K + | Blue | 23 | 5 | 2 | 2 | 4121.000 | 2084 | 0.807 | 3462 | 49 | 1.042 | 0.506 | 0 | 0 |
| 4634 | 42 | F | 2 | Doctorate | NaN | Less than $40K | Silver | 36 | 6 | 1 | 2 | 10074.000 | 1079 | 0.813 | 3338 | 65 | 0.711 | 0.107 | 0 | 0 |
| 4635 | 43 | M | 5 | Uneducated | Married | $60K - $80K | Blue | 36 | 6 | 2 | 4 | 2621.000 | 598 | 0.967 | 4852 | 85 | 0.771 | 0.228 | 0 | 0 |
| 4636 | 47 | M | 1 | High School | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 3394.000 | 0 | 0.454 | 3115 | 69 | 0.816 | 0.000 | 0 | 0 |
| 4637 | 56 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 45 | 3 | 1 | 2 | 17628.000 | 1414 | 0.603 | 3991 | 76 | 0.617 | 0.080 | 0 | 0 |
| 4638 | 56 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 48 | 4 | 3 | 3 | 4480.000 | 2465 | 0.772 | 3331 | 74 | 0.682 | 0.550 | 0 | 0 |
| 4639 | 43 | F | 3 | High School | NaN | Less than $40K | Blue | 39 | 5 | 3 | 2 | 3370.000 | 2284 | 0.673 | 4084 | 70 | 0.628 | 0.678 | 0 | 0 |
| 4640 | 38 | M | 2 | NaN | Single | $60K - $80K | Blue | 33 | 2 | 3 | 2 | 12871.000 | 0 | 0.598 | 2413 | 53 | 0.606 | 0.000 | 1 | 1 |
| 4641 | 47 | F | 1 | Graduate | Married | abc | Blue | 34 | 3 | 2 | 2 | 3112.000 | 2023 | 0.757 | 4613 | 86 | 0.593 | 0.650 | 0 | 0 |
| 4642 | 57 | F | 3 | NaN | Single | Less than $40K | Blue | 49 | 1 | 3 | 5 | 1551.000 | 790 | 0.811 | 2379 | 46 | 0.769 | 0.509 | 1 | 1 |
| 4643 | 44 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 1682.000 | 930 | 0.903 | 3309 | 67 | 1.030 | 0.553 | 0 | 0 |
| 4644 | 42 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2758.000 | 2017 | 0.883 | 4119 | 73 | 1.028 | 0.731 | 0 | 0 |
| 4645 | 49 | F | 1 | High School | Married | Less than $40K | Blue | 39 | 5 | 2 | 2 | 1909.000 | 866 | 0.880 | 4697 | 83 | 0.844 | 0.454 | 0 | 0 |
| 4646 | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 44 | 5 | 1 | 2 | 11332.000 | 1647 | 0.542 | 4674 | 72 | 0.714 | 0.145 | 0 | 0 |
| 4647 | 44 | M | 5 | Doctorate | Single | $120K + | Blue | 31 | 5 | 1 | 2 | 7567.000 | 2496 | 0.709 | 4076 | 60 | 0.579 | 0.330 | 0 | 0 |
| 4648 | 42 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 6743.000 | 1737 | 0.598 | 1934 | 30 | 0.579 | 0.258 | 1 | 1 |
| 4649 | 48 | M | 4 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 32838.000 | 1717 | 0.995 | 2538 | 42 | 0.400 | 0.052 | 1 | 1 |
| 4650 | 42 | F | 3 | Doctorate | Single | Less than $40K | Blue | 30 | 2 | 3 | 3 | 1438.300 | 0 | 0.373 | 1693 | 37 | 0.423 | 0.000 | 1 | 1 |
| 4651 | 43 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 5 | 1 | 2 | 2510.000 | 1508 | 0.728 | 3623 | 63 | 0.853 | 0.601 | 0 | 0 |
| 4652 | 50 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 43 | 6 | 2 | 1 | 3199.000 | 2517 | 0.699 | 4483 | 87 | 0.776 | 0.787 | 0 | 0 |
| 4653 | 35 | F | 1 | High School | Married | Less than $40K | Blue | 26 | 4 | 2 | 3 | 1918.000 | 900 | 0.873 | 4237 | 76 | 0.900 | 0.469 | 0 | 0 |
| 4654 | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 2 | 3 | 1 | 18660.000 | 728 | 0.403 | 1682 | 43 | 0.303 | 0.039 | 1 | 1 |
| 4655 | 41 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 33 | 3 | 2 | 3 | 7591.000 | 0 | 0.648 | 2302 | 42 | 0.500 | 0.000 | 1 | 1 |
| 4656 | 43 | M | 2 | College | Single | $120K + | Blue | 37 | 6 | 3 | 1 | 14315.000 | 1348 | 0.681 | 3694 | 67 | 0.718 | 0.094 | 0 | 0 |
| 4657 | 64 | F | 1 | High School | Divorced | abc | Blue | 36 | 3 | 3 | 1 | 18038.000 | 1184 | 0.827 | 4168 | 64 | 0.600 | 0.066 | 0 | 0 |
| 4658 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 3 | 2 | 3 | 1853.000 | 0 | 0.846 | 4544 | 72 | 0.565 | 0.000 | 0 | 0 |
| 4659 | 49 | M | 5 | Doctorate | Single | $40K - $60K | Blue | 43 | 3 | 1 | 1 | 4951.000 | 2002 | 0.684 | 4192 | 62 | 0.550 | 0.404 | 0 | 0 |
| 4660 | 46 | M | 3 | Uneducated | Single | $120K + | Blue | 27 | 4 | 2 | 3 | 34516.000 | 2213 | 0.584 | 4492 | 71 | 0.821 | 0.064 | 0 | 0 |
| 4661 | 51 | F | 0 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 1757.000 | 331 | 0.879 | 2377 | 47 | 0.516 | 0.188 | 1 | 1 |
| 4662 | 47 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 3 | 4 | 24033.000 | 612 | 0.635 | 3578 | 75 | 0.531 | 0.025 | 0 | 0 |
| 4663 | 38 | F | 2 | NaN | Single | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 3276.000 | 2331 | 0.567 | 4345 | 68 | 0.511 | 0.712 | 0 | 0 |
| 4664 | 52 | M | 1 | NaN | Married | $120K + | Blue | 40 | 4 | 1 | 2 | 3614.000 | 0 | 0.671 | 4561 | 82 | 0.907 | 0.000 | 0 | 0 |
| 4665 | 47 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 1943.000 | 1654 | 0.648 | 3392 | 70 | 0.591 | 0.851 | 0 | 0 |
| 4666 | 40 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 25 | 2 | 2 | 4 | 3795.000 | 2517 | 0.563 | 1633 | 32 | 0.778 | 0.663 | 1 | 1 |
| 4667 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 3 | 1 | 4075.000 | 2189 | 0.695 | 3956 | 71 | 0.732 | 0.537 | 0 | 0 |
| 4668 | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 4 | 3001.000 | 482 | 0.814 | 2403 | 42 | 0.615 | 0.161 | 1 | 1 |
| 4669 | 47 | M | 4 | NaN | NaN | Less than $40K | Blue | 37 | 6 | 3 | 3 | 5726.000 | 834 | 0.569 | 2311 | 58 | 0.487 | 0.146 | 0 | 1 |
| 4670 | 54 | F | 3 | Graduate | Single | Less than $40K | Blue | 44 | 3 | 2 | 3 | 2077.000 | 1634 | 0.771 | 4292 | 66 | 0.833 | 0.787 | 0 | 0 |
| 4671 | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 6 | 2 | 4 | 2157.000 | 721 | 0.769 | 4250 | 85 | 0.889 | 0.334 | 0 | 0 |
| 4672 | 40 | F | 3 | College | NaN | $40K - $60K | Blue | 20 | 6 | 2 | 2 | 2037.000 | 1349 | 0.743 | 4574 | 84 | 0.714 | 0.662 | 0 | 0 |
| 4673 | 33 | M | 2 | Doctorate | Single | $120K + | Blue | 23 | 5 | 1 | 1 | 14914.000 | 1102 | 0.823 | 4478 | 87 | 0.673 | 0.074 | 0 | 0 |
| 4674 | 47 | F | 2 | High School | Single | Less than $40K | Blue | 39 | 5 | 3 | 2 | 1580.000 | 620 | 0.746 | 4384 | 70 | 0.522 | 0.392 | 0 | 0 |
| 4675 | 46 | M | 3 | College | Married | $60K - $80K | Blue | 38 | 5 | 3 | 4 | 15483.000 | 1719 | 0.686 | 4678 | 80 | 0.509 | 0.111 | 0 | 0 |
| 4676 | 44 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1916.000 | 0 | 1.041 | 2888 | 39 | 0.444 | 0.000 | 1 | 1 |
| 4677 | 51 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3610.000 | 1554 | 0.501 | 2216 | 34 | 0.308 | 0.430 | 1 | 1 |
| 4678 | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1667.000 | 0 | 0.686 | 4385 | 80 | 0.951 | 0.000 | 0 | 0 |
| 4679 | 51 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 4 | 3 | 1 | 1438.300 | 0 | 0.826 | 4242 | 70 | 0.458 | 0.000 | 0 | 0 |
| 4680 | 48 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 3 | 2 | 1942.000 | 860 | 0.708 | 2522 | 42 | 0.312 | 0.443 | 1 | 1 |
| 4681 | 48 | F | 4 | Uneducated | Single | abc | Blue | 44 | 4 | 3 | 0 | 2231.000 | 0 | 0.712 | 3946 | 48 | 1.286 | 0.000 | 0 | 1 |
| 4682 | 50 | F | 4 | College | Married | abc | Blue | 36 | 4 | 2 | 2 | 6465.000 | 1863 | 0.399 | 4490 | 68 | 0.789 | 0.288 | 0 | 0 |
| 4683 | 35 | M | 2 | High School | NaN | $40K - $60K | Blue | 19 | 4 | 3 | 3 | 8599.000 | 938 | 0.537 | 3015 | 64 | 0.730 | 0.109 | 0 | 0 |
| 4684 | 35 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 6 | 3 | 3 | 1438.300 | 0 | 0.512 | 3427 | 64 | 0.829 | 0.000 | 0 | 0 |
| 4685 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 4 | 4402.000 | 697 | 0.700 | 3325 | 76 | 0.652 | 0.158 | 0 | 0 |
| 4686 | 50 | M | 0 | NaN | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 5444.000 | 2499 | 0.468 | 4509 | 80 | 0.667 | 0.459 | 0 | 0 |
| 4687 | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1438.300 | 0 | 0.909 | 4697 | 82 | 0.907 | 0.000 | 0 | 0 |
| 4688 | 54 | F | 1 | NaN | Married | Less than $40K | Blue | 40 | 1 | 1 | 4 | 1438.300 | 0 | 0.430 | 1632 | 36 | 0.440 | 0.000 | 1 | 1 |
| 4689 | 45 | F | 5 | NaN | Single | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2679.000 | 1558 | 0.997 | 4756 | 73 | 0.553 | 0.582 | 0 | 0 |
| 4690 | 31 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 19 | 6 | 3 | 1 | 2766.000 | 1731 | 0.569 | 3959 | 71 | 0.732 | 0.626 | 0 | 0 |
| 4691 | 42 | M | 3 | Graduate | Single | $60K - $80K | Silver | 22 | 5 | 3 | 1 | 25293.000 | 1140 | 1.010 | 4059 | 80 | 0.860 | 0.045 | 0 | 0 |
| 4692 | 45 | F | 2 | Post-Graduate | Single | abc | Blue | 37 | 3 | 3 | 4 | 2707.000 | 1796 | 0.597 | 4077 | 70 | 1.059 | 0.663 | 0 | 0 |
| 4693 | 45 | F | 4 | Graduate | NaN | Less than $40K | Blue | 33 | 1 | 3 | 2 | 1748.000 | 1103 | 0.739 | 2335 | 41 | 0.708 | 0.631 | 1 | 1 |
| 4694 | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 26 | 3 | 2 | 4 | 4034.000 | 1867 | 0.656 | 3718 | 72 | 0.756 | 0.463 | 0 | 0 |
| 4695 | 53 | M | 0 | Uneducated | Divorced | $120K + | Blue | 47 | 5 | 2 | 1 | 26129.000 | 1752 | 0.742 | 4919 | 75 | 0.744 | 0.067 | 0 | 0 |
| 4696 | 51 | M | 2 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 3 | 14902.000 | 0 | 0.312 | 2038 | 39 | 0.625 | 0.000 | 1 | 1 |
| 4697 | 38 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 31 | 5 | 2 | 2 | 12228.000 | 2137 | 0.553 | 3831 | 68 | 0.511 | 0.175 | 0 | 0 |
| 4698 | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 42 | 4 | 3 | 3 | 1724.000 | 0 | 0.936 | 4434 | 67 | 0.811 | 0.000 | 0 | 0 |
| 4699 | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 3 | 3 | 1438.300 | 0 | 0.502 | 2476 | 32 | 0.778 | 0.000 | 1 | 1 |
| 4700 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 25 | 5 | 0 | 1 | 16665.000 | 1147 | 0.799 | 4657 | 78 | 0.696 | 0.069 | 0 | 0 |
| 4701 | 52 | M | 3 | Uneducated | Single | $120K + | Blue | 48 | 5 | 3 | 4 | 20974.000 | 0 | 0.000 | 1246 | 27 | 0.000 | 0.000 | 1 | 1 |
| 4702 | 43 | F | 5 | NaN | Single | Less than $40K | Blue | 26 | 6 | 0 | 3 | 3139.000 | 1089 | 1.034 | 4648 | 80 | 0.778 | 0.347 | 0 | 0 |
| 4703 | 54 | M | 2 | NaN | Single | $120K + | Blue | 36 | 5 | 1 | 2 | 19865.000 | 0 | 0.590 | 4350 | 83 | 0.766 | 0.000 | 0 | 0 |
| 4704 | 42 | F | 5 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2069.000 | 1288 | 0.810 | 5668 | 82 | 0.640 | 0.623 | 0 | 0 |
| 4705 | 35 | F | 1 | College | Single | Less than $40K | Blue | 25 | 2 | 2 | 4 | 2231.000 | 1791 | 0.820 | 2576 | 42 | 0.750 | 0.803 | 1 | 1 |
| 4706 | 62 | F | 0 | High School | Single | abc | Silver | 51 | 3 | 1 | 4 | 33371.000 | 0 | 0.649 | 3638 | 67 | 0.634 | 0.000 | 0 | 0 |
| 4707 | 48 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2544.000 | 0 | 0.759 | 3593 | 64 | 1.000 | 0.000 | 0 | 0 |
| 4708 | 41 | M | 4 | High School | Single | $120K + | Blue | 28 | 5 | 1 | 4 | 34516.000 | 0 | 0.791 | 4004 | 86 | 0.755 | 0.000 | 0 | 0 |
| 4709 | 49 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 5370.000 | 653 | 0.782 | 4504 | 81 | 0.929 | 0.122 | 0 | 0 |
| 4710 | 54 | M | 0 | Graduate | Single | $80K - $120K | Blue | 42 | 3 | 1 | 1 | 22437.000 | 1389 | 0.917 | 3283 | 50 | 1.273 | 0.062 | 0 | 0 |
| 4711 | 53 | F | 3 | College | Married | Less than $40K | Blue | 43 | 3 | 2 | 2 | 3573.000 | 0 | 0.842 | 2562 | 36 | 0.440 | 0.000 | 1 | 1 |
| 4712 | 51 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 41 | 4 | 3 | 1 | 1959.000 | 0 | 0.454 | 3737 | 71 | 0.614 | 0.000 | 0 | 0 |
| 4713 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 3 | 4 | 1661.000 | 0 | 0.672 | 4338 | 77 | 0.925 | 0.000 | 0 | 0 |
| 4714 | 39 | F | 3 | Uneducated | Single | abc | Blue | 27 | 6 | 2 | 1 | 5363.000 | 0 | 0.670 | 4121 | 78 | 0.625 | 0.000 | 0 | 0 |
| 4715 | 65 | F | 2 | College | Single | $40K - $60K | Blue | 54 | 4 | 3 | 2 | 3009.000 | 721 | 0.680 | 4070 | 71 | 0.614 | 0.240 | 0 | 0 |
| 4716 | 47 | M | 4 | High School | Single | $40K - $60K | Silver | 32 | 3 | 3 | 4 | 18535.000 | 1192 | 0.646 | 3780 | 70 | 0.667 | 0.064 | 0 | 0 |
| 4717 | 42 | M | 3 | High School | Single | Less than $40K | Blue | 24 | 4 | 3 | 2 | 2171.000 | 1415 | 0.773 | 4992 | 77 | 0.833 | 0.652 | 0 | 0 |
| 4718 | 45 | M | 5 | NaN | Married | $80K - $120K | Silver | 39 | 2 | 2 | 3 | 34516.000 | 1964 | 0.624 | 2234 | 49 | 0.361 | 0.057 | 1 | 1 |
| 4719 | 57 | F | 0 | NaN | Married | Less than $40K | Blue | 42 | 5 | 1 | 4 | 2376.000 | 1515 | 0.720 | 3795 | 71 | 0.614 | 0.638 | 0 | 0 |
| 4720 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2882.000 | 0 | 0.722 | 4446 | 68 | 0.744 | 0.000 | 0 | 0 |
| 4721 | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 4 | 3277.000 | 2481 | 0.606 | 3965 | 59 | 0.844 | 0.757 | 0 | 0 |
| 4722 | 47 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 2514.000 | 1845 | 0.683 | 3696 | 71 | 0.614 | 0.734 | 0 | 0 |
| 4723 | 57 | F | 5 | Graduate | Married | $40K - $60K | Blue | 49 | 4 | 2 | 2 | 3301.000 | 2517 | 0.842 | 3939 | 69 | 1.226 | 0.762 | 0 | 0 |
| 4724 | 48 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 34 | 4 | 3 | 2 | 12391.000 | 784 | 0.875 | 4376 | 86 | 0.720 | 0.063 | 0 | 0 |
| 4725 | 47 | F | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 4 | 3 | 2 | 2168.000 | 1485 | 0.546 | 3828 | 86 | 0.720 | 0.685 | 0 | 0 |
| 4726 | 42 | F | 3 | NaN | Married | abc | Blue | 31 | 3 | 1 | 4 | 7762.000 | 1319 | 0.793 | 5153 | 77 | 0.750 | 0.170 | 0 | 0 |
| 4727 | 45 | F | 3 | Doctorate | Divorced | abc | Blue | 33 | 6 | 3 | 2 | 12587.000 | 815 | 0.576 | 3914 | 83 | 0.766 | 0.065 | 0 | 0 |
| 4728 | 52 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 14785.000 | 1088 | 0.961 | 4354 | 70 | 0.489 | 0.074 | 0 | 0 |
| 4729 | 37 | M | 2 | High School | Single | $60K - $80K | Blue | 21 | 5 | 2 | 2 | 3433.000 | 964 | 0.526 | 4444 | 87 | 0.642 | 0.281 | 0 | 0 |
| 4730 | 60 | F | 1 | NaN | Single | $40K - $60K | Blue | 41 | 3 | 2 | 4 | 2425.000 | 0 | 0.187 | 1522 | 36 | 0.200 | 0.000 | 1 | 1 |
| 4731 | 63 | M | 0 | Graduate | Single | $60K - $80K | Blue | 51 | 3 | 3 | 3 | 11619.000 | 0 | 0.631 | 2395 | 49 | 0.361 | 0.000 | 1 | 1 |
| 4732 | 62 | F | 0 | High School | Single | Less than $40K | Blue | 50 | 3 | 3 | 3 | 3989.000 | 0 | 0.997 | 4274 | 68 | 0.545 | 0.000 | 0 | 0 |
| 4733 | 47 | F | 1 | NaN | Single | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2173.000 | 596 | 0.810 | 2738 | 45 | 0.406 | 0.274 | 1 | 1 |
| 4734 | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 43 | 4 | 1 | 2 | 2393.000 | 1499 | 0.784 | 4755 | 82 | 0.745 | 0.626 | 0 | 0 |
| 4735 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 3 | 2 | 2 | 1677.000 | 0 | 0.869 | 2437 | 41 | 0.708 | 0.000 | 1 | 1 |
| 4736 | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 27 | 5 | 4 | 2 | 2035.000 | 0 | 0.779 | 4107 | 82 | 0.783 | 0.000 | 0 | 0 |
| 4737 | 39 | M | 3 | College | Single | $120K + | Blue | 30 | 4 | 2 | 1 | 8842.000 | 0 | 0.624 | 4493 | 79 | 0.756 | 0.000 | 0 | 0 |
| 4738 | 42 | F | 2 | NaN | NaN | Less than $40K | Blue | 23 | 6 | 3 | 1 | 2483.000 | 1297 | 0.744 | 3478 | 64 | 0.939 | 0.522 | 0 | 0 |
| 4739 | 65 | M | 0 | Graduate | Single | $40K - $60K | Blue | 49 | 3 | 2 | 3 | 13921.000 | 1201 | 0.556 | 4351 | 75 | 0.923 | 0.086 | 0 | 0 |
| 4740 | 32 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 6 | 2761.000 | 0 | 1.047 | 2753 | 43 | 0.654 | 0.000 | 1 | 1 |
| 4741 | 47 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 5 | 3 | 2 | 2623.000 | 1647 | 0.735 | 4388 | 83 | 0.804 | 0.628 | 0 | 0 |
| 4742 | 49 | F | 4 | NaN | Divorced | Less than $40K | Blue | 43 | 5 | 1 | 2 | 3232.000 | 824 | 0.796 | 3915 | 74 | 0.644 | 0.255 | 0 | 0 |
| 4743 | 48 | M | 3 | Graduate | Single | $60K - $80K | Blue | 42 | 3 | 2 | 4 | 19075.000 | 0 | 0.807 | 2013 | 32 | 0.455 | 0.000 | 1 | 1 |
| 4744 | 45 | M | 4 | College | Married | $80K - $120K | Blue | 31 | 4 | 3 | 3 | 31978.000 | 1659 | 0.556 | 2333 | 51 | 1.217 | 0.052 | 0 | 0 |
| 4745 | 62 | M | 1 | Graduate | Single | $120K + | Blue | 53 | 4 | 3 | 4 | 34516.000 | 2061 | 0.564 | 3820 | 76 | 0.767 | 0.060 | 0 | 0 |
| 4746 | 45 | F | 3 | High School | NaN | Less than $40K | Blue | 33 | 5 | 1 | 1 | 6225.000 | 1596 | 0.826 | 4129 | 71 | 0.651 | 0.256 | 0 | 0 |
| 4747 | 49 | F | 4 | NaN | Single | abc | Blue | 31 | 6 | 3 | 3 | 2672.000 | 0 | 1.038 | 2576 | 39 | 0.500 | 0.000 | 1 | 1 |
| 4748 | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 33 | 1 | 3 | 1 | 10360.000 | 2517 | 0.632 | 2414 | 28 | 0.273 | 0.243 | 1 | 1 |
| 4749 | 50 | M | 2 | High School | Married | $120K + | Blue | 38 | 5 | 6 | 0 | 10747.000 | 1027 | 0.925 | 4538 | 63 | 0.658 | 0.096 | 0 | 0 |
| 4750 | 46 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 33 | 4 | 1 | 3 | 3135.000 | 0 | 0.572 | 4116 | 68 | 0.700 | 0.000 | 0 | 0 |
| 4751 | 42 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 4 | 1 | 4 | 1438.300 | 860 | 0.761 | 4754 | 79 | 0.837 | 0.598 | 0 | 0 |
| 4752 | 41 | F | 4 | Uneducated | NaN | Less than $40K | Blue | 32 | 4 | 3 | 1 | 3189.000 | 0 | 0.910 | 4813 | 86 | 0.755 | 0.000 | 0 | 0 |
| 4753 | 65 | M | 1 | Uneducated | Single | Less than $40K | Blue | 55 | 3 | 2 | 4 | 8963.000 | 0 | 0.744 | 4511 | 76 | 0.689 | 0.000 | 0 | 0 |
| 4754 | 55 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 2 | 2 | 1723.000 | 0 | 1.038 | 2574 | 43 | 0.720 | 0.000 | 1 | 1 |
| 4755 | 36 | F | 3 | Uneducated | Married | abc | Blue | 23 | 6 | 6 | 1 | 2161.000 | 1404 | 0.680 | 4389 | 77 | 0.878 | 0.650 | 0 | 0 |
| 4756 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 3 | 3 | 3901.000 | 1001 | 0.822 | 4313 | 72 | 1.323 | 0.257 | 0 | 0 |
| 4757 | 58 | F | 1 | Doctorate | Married | Less than $40K | Blue | 48 | 4 | 2 | 2 | 1438.300 | 801 | 0.595 | 4223 | 60 | 0.579 | 0.557 | 0 | 0 |
| 4758 | 42 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 38 | 5 | 2 | 2 | 3131.000 | 849 | 0.992 | 3108 | 62 | 0.590 | 0.271 | 0 | 0 |
| 4759 | 38 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2331.000 | 1709 | 0.851 | 4417 | 69 | 0.816 | 0.733 | 0 | 0 |
| 4760 | 29 | F | 1 | Uneducated | Married | Less than $40K | Blue | 18 | 3 | 3 | 3 | 1895.000 | 1146 | 0.685 | 4333 | 72 | 0.714 | 0.605 | 0 | 0 |
| 4761 | 46 | F | 4 | NaN | Divorced | abc | Blue | 40 | 5 | 2 | 3 | 26496.000 | 1406 | 0.960 | 3691 | 75 | 0.705 | 0.053 | 0 | 0 |
| 4762 | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 49 | 2 | 1 | 2 | 1583.000 | 234 | 0.639 | 2541 | 36 | 0.385 | 0.148 | 1 | 1 |
| 4763 | 57 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1438.300 | 904 | 0.761 | 3887 | 79 | 0.837 | 0.629 | 0 | 0 |
| 4764 | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2072.000 | 1544 | 0.903 | 4210 | 64 | 0.939 | 0.745 | 0 | 0 |
| 4765 | 47 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 37 | 6 | 3 | 3 | 2707.000 | 1367 | 0.794 | 4646 | 73 | 0.780 | 0.505 | 0 | 0 |
| 4766 | 43 | F | 3 | High School | Married | Less than $40K | Silver | 31 | 3 | 3 | 4 | 13608.000 | 1190 | 0.553 | 3118 | 76 | 0.767 | 0.087 | 0 | 0 |
| 4767 | 52 | F | 3 | NaN | Single | abc | Blue | 36 | 3 | 1 | 2 | 10273.000 | 1657 | 0.710 | 3778 | 70 | 0.591 | 0.161 | 0 | 0 |
| 4768 | 64 | F | 0 | High School | Single | Less than $40K | Blue | 56 | 6 | 6 | 1 | 2609.000 | 1115 | 0.753 | 4546 | 59 | 0.903 | 0.427 | 0 | 0 |
| 4769 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 1 | 3 | 8431.000 | 1862 | 0.590 | 2008 | 37 | 0.682 | 0.221 | 0 | 0 |
| 4770 | 61 | M | 0 | High School | Divorced | $60K - $80K | Blue | 51 | 6 | 3 | 4 | 5852.000 | 1935 | 0.829 | 3689 | 55 | 0.618 | 0.331 | 0 | 0 |
| 4771 | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 5 | 2 | 4 | 3140.000 | 2183 | 0.580 | 5109 | 78 | 0.733 | 0.695 | 0 | 0 |
| 4772 | 50 | M | 4 | NaN | Married | $40K - $60K | Blue | 35 | 6 | 1 | 5 | 12914.000 | 1227 | 0.392 | 2082 | 54 | 0.459 | 0.095 | 1 | 1 |
| 4773 | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 0 | 8694.000 | 961 | 0.551 | 1753 | 49 | 0.441 | 0.111 | 0 | 0 |
| 4774 | 36 | F | 1 | NaN | Single | Less than $40K | Blue | 24 | 2 | 1 | 2 | 1735.000 | 0 | 0.740 | 2467 | 35 | 0.346 | 0.000 | 1 | 1 |
| 4775 | 51 | F | 3 | High School | Single | abc | Blue | 46 | 4 | 1 | 4 | 2286.000 | 1641 | 0.947 | 4321 | 89 | 0.712 | 0.718 | 0 | 0 |
| 4776 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3589.000 | 1808 | 0.750 | 4262 | 70 | 0.667 | 0.504 | 0 | 0 |
| 4777 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 39 | 5 | 2 | 4 | 2673.000 | 1275 | 0.691 | 4119 | 75 | 1.027 | 0.477 | 0 | 0 |
| 4778 | 47 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 9437.000 | 2024 | 0.664 | 4715 | 78 | 0.696 | 0.214 | 0 | 0 |
| 4779 | 39 | F | 2 | High School | Single | $40K - $60K | Blue | 28 | 3 | 2 | 2 | 2751.000 | 2258 | 0.634 | 4386 | 67 | 0.675 | 0.821 | 0 | 0 |
| 4780 | 40 | M | 1 | High School | Single | $40K - $60K | Blue | 28 | 6 | 2 | 1 | 11557.000 | 1050 | 0.754 | 4064 | 75 | 0.786 | 0.091 | 0 | 0 |
| 4781 | 38 | F | 2 | High School | Married | abc | Blue | 27 | 5 | 2 | 1 | 14831.000 | 1302 | 0.916 | 4467 | 73 | 0.698 | 0.088 | 0 | 0 |
| 4782 | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 1 | 4 | 1495.000 | 0 | 0.528 | 2220 | 50 | 0.562 | 0.000 | 1 | 1 |
| 4783 | 44 | M | 5 | NaN | Married | $60K - $80K | Blue | 34 | 5 | 3 | 2 | 2791.000 | 1979 | 0.807 | 4617 | 70 | 0.628 | 0.709 | 0 | 0 |
| 4784 | 38 | M | 3 | Graduate | Single | $120K + | Blue | 29 | 4 | 3 | 0 | 9703.000 | 941 | 0.721 | 4190 | 81 | 1.025 | 0.097 | 0 | 0 |
| 4785 | 47 | M | 5 | NaN | Single | $120K + | Blue | 39 | 6 | 3 | 1 | 3889.000 | 1839 | 0.911 | 4423 | 63 | 0.703 | 0.473 | 0 | 0 |
| 4786 | 32 | F | 0 | NaN | Single | abc | Blue | 26 | 6 | 2 | 4 | 14140.000 | 845 | 0.715 | 5036 | 76 | 0.689 | 0.060 | 0 | 0 |
| 4787 | 53 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 47 | 5 | 2 | 1 | 9106.000 | 975 | 0.588 | 3863 | 74 | 0.644 | 0.107 | 0 | 0 |
| 4788 | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 34 | 5 | 1 | 2 | 2694.000 | 0 | 0.872 | 2684 | 38 | 0.310 | 0.000 | 1 | 1 |
| 4789 | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 19629.000 | 0 | 0.766 | 4073 | 79 | 0.881 | 0.000 | 0 | 0 |
| 4790 | 41 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 6507.000 | 1452 | 0.802 | 4544 | 89 | 0.854 | 0.223 | 0 | 0 |
| 4791 | 53 | F | 2 | College | Single | abc | Blue | 49 | 2 | 2 | 4 | 10195.000 | 0 | 0.629 | 2489 | 54 | 0.385 | 0.000 | 1 | 1 |
| 4792 | 44 | F | 5 | College | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 2096.000 | 1711 | 0.746 | 3692 | 68 | 0.744 | 0.816 | 0 | 0 |
| 4793 | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 1 | 1 | 11314.000 | 0 | 0.674 | 3761 | 70 | 0.628 | 0.000 | 0 | 0 |
| 4794 | 50 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 1 | 1 | 1837.000 | 665 | 0.844 | 4752 | 88 | 0.660 | 0.362 | 0 | 0 |
| 4795 | 39 | M | 3 | NaN | Single | $60K - $80K | Blue | 23 | 1 | 2 | 3 | 7821.000 | 2517 | 0.408 | 2010 | 43 | 0.344 | 0.322 | 1 | 1 |
| 4796 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 4 | 1984.000 | 0 | 0.890 | 2506 | 46 | 0.643 | 0.000 | 1 | 1 |
| 4797 | 56 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 2535.000 | 1699 | 0.720 | 4497 | 68 | 0.789 | 0.670 | 0 | 0 |
| 4798 | 63 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 1970.000 | 1224 | 0.540 | 4533 | 65 | 0.625 | 0.621 | 0 | 0 |
| 4799 | 50 | M | 1 | NaN | Married | $120K + | Blue | 38 | 4 | 5 | 3 | 34516.000 | 2076 | 0.812 | 3647 | 65 | 0.667 | 0.060 | 0 | 0 |
| 4800 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 29 | 5 | 1 | 4 | 2694.000 | 1833 | 1.044 | 3366 | 56 | 1.074 | 0.680 | 0 | 0 |
| 4801 | 48 | M | 3 | NaN | Single | $60K - $80K | Blue | 40 | 6 | 3 | 3 | 4476.000 | 0 | 0.683 | 3350 | 67 | 0.634 | 0.000 | 0 | 0 |
| 4802 | 53 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 47 | 1 | 2 | 3 | 1699.000 | 0 | 0.602 | 2520 | 49 | 0.531 | 0.000 | 1 | 1 |
| 4803 | 44 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 4 | 1953.000 | 1762 | 0.743 | 4590 | 91 | 0.655 | 0.902 | 0 | 0 |
| 4804 | 56 | F | 2 | Graduate | NaN | abc | Blue | 45 | 5 | 1 | 3 | 5264.000 | 0 | 0.852 | 4943 | 70 | 0.795 | 0.000 | 0 | 0 |
| 4805 | 40 | F | 3 | Uneducated | Single | abc | Blue | 36 | 3 | 2 | 2 | 3698.000 | 478 | 0.611 | 2051 | 31 | 0.632 | 0.129 | 1 | 1 |
| 4806 | 41 | M | 4 | Graduate | Single | $120K + | Blue | 35 | 5 | 3 | 3 | 34516.000 | 825 | 0.982 | 3127 | 51 | 0.962 | 0.024 | 0 | 0 |
| 4807 | 40 | F | 4 | NaN | Married | Less than $40K | Blue | 28 | 4 | 1 | 1 | 2712.000 | 0 | 0.835 | 5207 | 79 | 0.927 | 0.000 | 0 | 0 |
| 4808 | 45 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 4 | 5486.000 | 685 | 0.879 | 2965 | 70 | 0.556 | 0.125 | 0 | 0 |
| 4809 | 40 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 0 | 2107.000 | 941 | 0.975 | 4858 | 73 | 0.738 | 0.447 | 0 | 0 |
| 4810 | 52 | M | 3 | Uneducated | NaN | $120K + | Blue | 45 | 4 | 1 | 2 | 18096.000 | 2404 | 0.734 | 3880 | 68 | 0.478 | 0.133 | 0 | 0 |
| 4811 | 59 | F | 2 | NaN | Single | abc | Blue | 45 | 1 | 3 | 3 | 2721.000 | 1885 | 0.853 | 2594 | 48 | 0.455 | 0.693 | 1 | 1 |
| 4812 | 49 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2976.000 | 2257 | 0.750 | 3837 | 57 | 0.781 | 0.758 | 0 | 0 |
| 4813 | 47 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 40 | 6 | 1 | 3 | 16741.000 | 1225 | 0.641 | 3608 | 56 | 0.514 | 0.073 | 0 | 0 |
| 4814 | 42 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 3714.000 | 2517 | 0.857 | 4715 | 85 | 0.848 | 0.678 | 0 | 0 |
| 4815 | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 2 | 2 | 6936.000 | 0 | 0.883 | 2874 | 44 | 0.630 | 0.000 | 1 | 1 |
| 4816 | 43 | M | 5 | High School | Married | $120K + | Blue | 37 | 4 | 3 | 4 | 11099.000 | 0 | 0.890 | 3980 | 77 | 0.750 | 0.000 | 0 | 0 |
| 4817 | 40 | F | 4 | Graduate | Single | Less than $40K | Gold | 20 | 6 | 4 | 3 | 15987.000 | 1965 | 0.722 | 4542 | 70 | 0.591 | 0.123 | 0 | 0 |
| 4818 | 45 | F | 1 | High School | NaN | Less than $40K | Blue | 35 | 4 | 4 | 4 | 4406.000 | 1247 | 1.037 | 3964 | 76 | 0.854 | 0.283 | 0 | 0 |
| 4819 | 43 | M | 2 | High School | Married | $120K + | Silver | 23 | 3 | 3 | 2 | 34516.000 | 1153 | 0.890 | 4486 | 71 | 0.690 | 0.033 | 0 | 0 |
| 4820 | 48 | F | 2 | Graduate | Married | abc | Blue | 40 | 3 | 2 | 4 | 5104.000 | 736 | 0.679 | 3943 | 78 | 0.696 | 0.144 | 0 | 0 |
| 4821 | 46 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 2 | 1 | 7195.000 | 0 | 1.035 | 2751 | 47 | 1.136 | 0.000 | 1 | 1 |
| 4822 | 41 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 1956.000 | 1053 | 0.941 | 4924 | 70 | 0.795 | 0.538 | 0 | 0 |
| 4823 | 38 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 32 | 4 | 3 | 2 | 3317.000 | 2517 | 0.862 | 3772 | 74 | 1.000 | 0.759 | 0 | 0 |
| 4824 | 45 | F | 0 | NaN | Married | $40K - $60K | Blue | 30 | 3 | 2 | 4 | 2759.000 | 0 | 0.535 | 2061 | 47 | 0.424 | 0.000 | 1 | 1 |
| 4825 | 44 | F | 2 | Graduate | Married | abc | Blue | 36 | 3 | 1 | 2 | 6038.000 | 0 | 0.666 | 4375 | 81 | 0.688 | 0.000 | 0 | 0 |
| 4826 | 35 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2942.000 | 2100 | 0.694 | 4548 | 71 | 0.821 | 0.714 | 0 | 0 |
| 4827 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 2 | 3 | 5095.000 | 0 | 0.729 | 3808 | 89 | 0.508 | 0.000 | 0 | 0 |
| 4828 | 47 | F | 4 | Graduate | NaN | Less than $40K | Blue | 35 | 4 | 2 | 4 | 1438.300 | 0 | 0.571 | 3778 | 69 | 0.816 | 0.000 | 0 | 0 |
| 4829 | 48 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 10111.000 | 868 | 0.748 | 4791 | 68 | 0.889 | 0.086 | 0 | 0 |
| 4830 | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 2 | 3 | 2 | 3201.000 | 2517 | 0.445 | 1880 | 42 | 0.355 | 0.786 | 1 | 1 |
| 4831 | 44 | M | 4 | Uneducated | NaN | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 2761.000 | 0 | 0.619 | 3706 | 65 | 0.585 | 0.000 | 0 | 0 |
| 4832 | 37 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 36 | 5 | 2 | 0 | 5987.000 | 1405 | 0.952 | 4011 | 72 | 0.674 | 0.235 | 0 | 0 |
| 4833 | 47 | F | 3 | High School | Single | abc | Blue | 41 | 5 | 1 | 3 | 5630.000 | 748 | 0.804 | 4904 | 81 | 0.761 | 0.133 | 0 | 0 |
| 4834 | 35 | F | 1 | Graduate | Single | abc | Blue | 36 | 6 | 2 | 3 | 6622.000 | 2126 | 1.041 | 3668 | 60 | 0.818 | 0.321 | 0 | 0 |
| 4835 | 51 | M | 0 | Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 3 | 18733.000 | 1292 | 0.442 | 5080 | 85 | 0.491 | 0.069 | 0 | 0 |
| 4836 | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 18 | 4 | 3 | 3 | 2265.000 | 1345 | 0.808 | 4009 | 73 | 0.490 | 0.594 | 0 | 0 |
| 4837 | 33 | F | 2 | NaN | Married | $40K - $60K | Blue | 19 | 4 | 3 | 4 | 2907.000 | 1537 | 0.790 | 4390 | 76 | 1.000 | 0.529 | 0 | 0 |
| 4838 | 32 | F | 0 | Uneducated | Married | abc | Blue | 36 | 6 | 3 | 2 | 8791.000 | 0 | 0.894 | 2579 | 51 | 0.594 | 0.000 | 1 | 1 |
| 4839 | 59 | F | 0 | Doctorate | Married | Less than $40K | Blue | 52 | 6 | 4 | 2 | 2302.000 | 0 | 0.520 | 2256 | 40 | 0.667 | 0.000 | 1 | 1 |
| 4840 | 51 | F | 2 | NaN | NaN | $40K - $60K | Blue | 44 | 4 | 6 | 4 | 5489.000 | 1665 | 0.742 | 4010 | 75 | 0.786 | 0.303 | 0 | 0 |
| 4841 | 50 | F | 1 | High School | Married | Less than $40K | Blue | 32 | 4 | 1 | 3 | 2055.000 | 1276 | 0.869 | 5025 | 70 | 0.707 | 0.621 | 0 | 0 |
| 4842 | 39 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2147.000 | 771 | 0.690 | 4631 | 76 | 0.767 | 0.359 | 0 | 0 |
| 4843 | 49 | F | 4 | NaN | Divorced | Less than $40K | Blue | 45 | 3 | 3 | 3 | 1757.000 | 1307 | 0.769 | 4750 | 72 | 0.756 | 0.744 | 0 | 0 |
| 4844 | 43 | M | 3 | College | Married | $80K - $120K | Blue | 25 | 3 | 3 | 3 | 2900.000 | 2517 | 0.719 | 2180 | 31 | 0.409 | 0.868 | 1 | 1 |
| 4845 | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 2 | 3 | 2670.000 | 2079 | 0.649 | 3895 | 59 | 0.788 | 0.779 | 0 | 0 |
| 4846 | 51 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 38 | 4 | 2 | 3 | 21382.000 | 1692 | 0.731 | 3060 | 66 | 0.650 | 0.079 | 0 | 0 |
| 4847 | 54 | F | 0 | College | Married | $40K - $60K | Blue | 46 | 6 | 2 | 3 | 2254.000 | 533 | 1.043 | 4913 | 84 | 0.909 | 0.236 | 0 | 0 |
| 4848 | 40 | F | 5 | NaN | Single | abc | Blue | 31 | 6 | 3 | 1 | 4433.000 | 1488 | 0.669 | 3847 | 76 | 0.900 | 0.336 | 0 | 0 |
| 4849 | 55 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1438.300 | 739 | 0.727 | 4078 | 77 | 0.540 | 0.514 | 0 | 0 |
| 4850 | 49 | F | 2 | Graduate | NaN | Less than $40K | Blue | 29 | 6 | 3 | 3 | 2520.000 | 1473 | 0.515 | 2061 | 36 | 0.241 | 0.585 | 1 | 1 |
| 4851 | 41 | F | 3 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 3 | 2 | 5655.000 | 1154 | 0.702 | 2189 | 51 | 0.700 | 0.204 | 1 | 1 |
| 4852 | 48 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 31 | 4 | 1 | 1 | 1438.300 | 0 | 0.836 | 4509 | 74 | 0.451 | 0.000 | 0 | 0 |
| 4853 | 44 | F | 3 | NaN | Single | Less than $40K | Blue | 34 | 3 | 3 | 4 | 2786.000 | 1635 | 0.921 | 4532 | 82 | 1.000 | 0.587 | 0 | 0 |
| 4854 | 51 | F | 3 | High School | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 0 | 3961.000 | 1729 | 0.783 | 4066 | 63 | 0.800 | 0.437 | 0 | 0 |
| 4855 | 43 | M | 3 | NaN | NaN | $60K - $80K | Blue | 32 | 4 | 1 | 3 | 2476.000 | 1944 | 0.881 | 4025 | 65 | 0.585 | 0.785 | 0 | 0 |
| 4856 | 52 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 44 | 3 | 3 | 3 | 11606.000 | 0 | 0.797 | 2623 | 39 | 0.393 | 0.000 | 1 | 1 |
| 4857 | 45 | F | 3 | NaN | Married | abc | Blue | 36 | 6 | 1 | 3 | 8459.000 | 757 | 0.648 | 4677 | 87 | 0.673 | 0.089 | 0 | 0 |
| 4858 | 48 | F | 2 | Graduate | Single | abc | Blue | 29 | 6 | 1 | 2 | 9554.000 | 2337 | 0.790 | 4049 | 71 | 0.690 | 0.245 | 0 | 0 |
| 4859 | 50 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 43 | 4 | 3 | 3 | 4388.000 | 642 | 0.815 | 3836 | 81 | 0.723 | 0.146 | 0 | 0 |
| 4860 | 43 | M | 2 | Graduate | Married | $60K - $80K | Blue | 28 | 6 | 3 | 2 | 19826.000 | 1389 | 0.614 | 3561 | 73 | 0.659 | 0.070 | 0 | 0 |
| 4861 | 34 | F | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 3 | 2173.000 | 0 | 0.922 | 4392 | 83 | 0.766 | 0.000 | 0 | 0 |
| 4862 | 48 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 2545.000 | 1894 | 0.911 | 4660 | 68 | 0.789 | 0.744 | 0 | 0 |
| 4863 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 2 | 4 | 1757.000 | 0 | 0.890 | 2557 | 45 | 0.406 | 0.000 | 1 | 1 |
| 4864 | 54 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 3 | 2 | 3 | 3164.000 | 2201 | 0.679 | 4410 | 86 | 0.623 | 0.696 | 0 | 0 |
| 4865 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 2 | 2 | 6022.000 | 871 | 0.600 | 3745 | 74 | 0.423 | 0.145 | 0 | 0 |
| 4866 | 46 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 4 | 1804.000 | 0 | 0.537 | 2077 | 44 | 0.419 | 0.000 | 1 | 1 |
| 4867 | 53 | M | 2 | Uneducated | Divorced | $120K + | Blue | 42 | 4 | 2 | 2 | 22664.000 | 0 | 0.749 | 4586 | 89 | 0.745 | 0.000 | 0 | 0 |
| 4868 | 39 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 2527.000 | 2204 | 0.900 | 4598 | 85 | 0.771 | 0.872 | 0 | 0 |
| 4869 | 49 | F | 0 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 4 | 4 | 3547.000 | 2517 | 0.805 | 2715 | 45 | 0.731 | 0.710 | 1 | 1 |
| 4870 | 52 | F | 1 | College | Single | Less than $40K | Blue | 43 | 5 | 2 | 3 | 1438.300 | 604 | 0.810 | 4219 | 83 | 0.694 | 0.420 | 0 | 0 |
| 4871 | 51 | F | 1 | College | Married | abc | Blue | 38 | 3 | 2 | 4 | 6182.000 | 1516 | 1.137 | 3801 | 61 | 0.968 | 0.245 | 0 | 0 |
| 4872 | 40 | M | 3 | High School | NaN | $80K - $120K | Blue | 34 | 1 | 3 | 4 | 29715.000 | 0 | 0.399 | 2128 | 39 | 0.345 | 0.000 | 1 | 1 |
| 4873 | 49 | F | 2 | College | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2154.000 | 1490 | 0.727 | 3664 | 63 | 0.853 | 0.692 | 0 | 0 |
| 4874 | 46 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 36 | 6 | 3 | 4 | 2179.000 | 1632 | 0.801 | 4025 | 69 | 0.683 | 0.749 | 0 | 0 |
| 4875 | 59 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 48 | 5 | 1 | 3 | 4906.000 | 1302 | 0.862 | 4833 | 80 | 0.905 | 0.265 | 0 | 0 |
| 4876 | 38 | F | 1 | NaN | Married | $40K - $60K | Blue | 26 | 5 | 3 | 1 | 2346.000 | 1407 | 0.770 | 4116 | 79 | 0.975 | 0.600 | 0 | 0 |
| 4877 | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4753.000 | 0 | 0.856 | 3895 | 71 | 0.578 | 0.000 | 0 | 0 |
| 4878 | 44 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1880.000 | 0 | 0.519 | 2469 | 34 | 0.417 | 0.000 | 1 | 1 |
| 4879 | 64 | M | 0 | College | Single | Less than $40K | Silver | 56 | 5 | 4 | 4 | 12155.000 | 0 | 0.446 | 4618 | 60 | 0.875 | 0.000 | 0 | 0 |
| 4880 | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2721.000 | 1527 | 0.743 | 4622 | 88 | 0.725 | 0.561 | 0 | 0 |
| 4881 | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 2 | 0 | 6160.000 | 2258 | 0.717 | 3986 | 80 | 0.600 | 0.367 | 0 | 0 |
| 4882 | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 24 | 3 | 3 | 1 | 2069.000 | 1393 | 0.875 | 4962 | 70 | 0.750 | 0.673 | 0 | 0 |
| 4883 | 41 | M | 2 | High School | Single | $80K - $120K | Blue | 29 | 6 | 3 | 4 | 28422.000 | 1258 | 0.672 | 4841 | 80 | 0.600 | 0.044 | 0 | 0 |
| 4884 | 39 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 27 | 6 | 4 | 2 | 1438.300 | 0 | 0.797 | 4282 | 69 | 0.725 | 0.000 | 0 | 0 |
| 4885 | 41 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 23 | 5 | 2 | 4 | 1438.300 | 0 | 0.735 | 4416 | 68 | 0.744 | 0.000 | 0 | 0 |
| 4886 | 65 | M | 0 | Graduate | Single | abc | Blue | 48 | 1 | 4 | 3 | 1671.000 | 0 | 0.725 | 2701 | 51 | 0.889 | 0.000 | 1 | 1 |
| 4887 | 44 | F | 5 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 4 | 1491.000 | 0 | 0.551 | 1970 | 46 | 0.484 | 0.000 | 1 | 1 |
| 4888 | 43 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 29 | 1 | 2 | 6 | 11422.000 | 1095 | 0.773 | 2439 | 45 | 0.800 | 0.096 | 1 | 1 |
| 4889 | 54 | F | 4 | NaN | Married | Less than $40K | Blue | 43 | 3 | 3 | 0 | 5139.000 | 0 | 0.330 | 1653 | 44 | 0.692 | 0.000 | 1 | 1 |
| 4890 | 61 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 56 | 4 | 1 | 3 | 4783.000 | 2517 | 1.024 | 2870 | 50 | 1.174 | 0.526 | 0 | 1 |
| 4891 | 47 | M | 3 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 2589.000 | 1693 | 0.878 | 4259 | 83 | 0.766 | 0.654 | 0 | 0 |
| 4892 | 38 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 25 | 4 | 2 | 4 | 8138.000 | 0 | 0.596 | 4839 | 61 | 0.649 | 0.000 | 0 | 0 |
| 4893 | 51 | F | 3 | Graduate | Married | abc | Blue | 37 | 6 | 1 | 1 | 4502.000 | 1785 | 1.014 | 4469 | 87 | 0.812 | 0.396 | 0 | 0 |
| 4894 | 44 | M | 5 | NaN | Married | $60K - $80K | Silver | 38 | 3 | 2 | 2 | 33521.000 | 928 | 0.732 | 4115 | 66 | 0.535 | 0.028 | 0 | 0 |
| 4895 | 48 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 5 | 3 | 0 | 4361.000 | 806 | 0.627 | 4518 | 84 | 0.750 | 0.185 | 0 | 0 |
| 4896 | 53 | M | 4 | College | NaN | $60K - $80K | Blue | 44 | 5 | 3 | 1 | 7026.000 | 1728 | 0.669 | 3935 | 66 | 1.000 | 0.246 | 0 | 0 |
| 4897 | 50 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 16388.000 | 2001 | 0.547 | 4477 | 83 | 0.660 | 0.122 | 0 | 0 |
| 4898 | 30 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2905.000 | 2517 | 0.725 | 2487 | 39 | 0.393 | 0.866 | 1 | 1 |
| 4899 | 41 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 31 | 6 | 2 | 4 | 2404.000 | 1887 | 0.592 | 4489 | 75 | 0.744 | 0.785 | 0 | 0 |
| 4900 | 55 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1477.000 | 0 | 0.719 | 2419 | 49 | 0.531 | 0.000 | 1 | 1 |
| 4901 | 43 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 3 | 3 | 3556.000 | 2517 | 0.651 | 2639 | 53 | 0.710 | 0.708 | 1 | 1 |
| 4902 | 48 | M | 3 | Graduate | Married | $60K - $80K | Blue | 38 | 6 | 1 | 0 | 5649.000 | 748 | 1.077 | 4683 | 72 | 0.946 | 0.132 | 0 | 0 |
| 4903 | 41 | F | 3 | Post-Graduate | NaN | $40K - $60K | Blue | 29 | 6 | 1 | 3 | 14345.000 | 960 | 0.817 | 4045 | 72 | 0.946 | 0.067 | 0 | 0 |
| 4904 | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 6524.000 | 1993 | 0.815 | 4267 | 66 | 0.886 | 0.305 | 0 | 0 |
| 4905 | 55 | F | 1 | NaN | Married | Less than $40K | Blue | 46 | 5 | 1 | 4 | 2281.000 | 920 | 0.576 | 3968 | 66 | 0.833 | 0.403 | 0 | 0 |
| 4906 | 47 | F | 4 | College | Married | Less than $40K | Blue | 38 | 3 | 1 | 2 | 2633.000 | 1924 | 0.806 | 3407 | 66 | 0.535 | 0.731 | 0 | 0 |
| 4907 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 1 | 2 | 7693.000 | 0 | 0.579 | 4573 | 93 | 0.632 | 0.000 | 0 | 0 |
| 4908 | 44 | F | 3 | High School | Single | abc | Blue | 31 | 5 | 6 | 4 | 10262.000 | 1888 | 0.508 | 3553 | 65 | 0.757 | 0.184 | 0 | 0 |
| 4909 | 49 | F | 2 | NaN | Single | abc | Blue | 39 | 4 | 1 | 3 | 11320.000 | 0 | 0.669 | 2845 | 57 | 0.727 | 0.000 | 0 | 1 |
| 4910 | 53 | F | 1 | College | Single | Less than $40K | Blue | 35 | 3 | 2 | 4 | 2482.000 | 916 | 0.632 | 4295 | 72 | 0.532 | 0.369 | 0 | 0 |
| 4911 | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3035.000 | 0 | 1.222 | 3847 | 63 | 0.658 | 0.000 | 0 | 0 |
| 4912 | 51 | M | 2 | Graduate | Single | $120K + | Blue | 40 | 4 | 3 | 3 | 26308.000 | 0 | 0.647 | 3278 | 53 | 0.828 | 0.000 | 0 | 1 |
| 4913 | 53 | F | 4 | NaN | Single | Less than $40K | Blue | 34 | 6 | 2 | 2 | 6721.000 | 1115 | 0.790 | 3718 | 51 | 0.759 | 0.166 | 0 | 0 |
| 4914 | 49 | M | 2 | College | Single | $60K - $80K | Blue | 41 | 6 | 3 | 4 | 6205.000 | 2233 | 0.662 | 3906 | 64 | 0.684 | 0.360 | 0 | 0 |
| 4915 | 35 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2624.000 | 1458 | 0.809 | 4487 | 61 | 0.743 | 0.556 | 0 | 0 |
| 4916 | 40 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 2 | 4 | 1479.000 | 458 | 0.466 | 1811 | 44 | 0.517 | 0.310 | 1 | 1 |
| 4917 | 44 | M | 3 | College | Married | $60K - $80K | Blue | 30 | 5 | 2 | 0 | 4489.000 | 0 | 0.693 | 3773 | 64 | 0.455 | 0.000 | 0 | 0 |
| 4918 | 53 | F | 1 | Graduate | Married | abc | Blue | 36 | 6 | 3 | 1 | 5842.000 | 198 | 0.396 | 1828 | 44 | 0.517 | 0.034 | 1 | 1 |
| 4919 | 42 | F | 4 | NaN | Married | Less than $40K | Blue | 30 | 4 | 2 | 3 | 8777.000 | 1668 | 0.850 | 4141 | 83 | 0.660 | 0.190 | 0 | 0 |
| 4920 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 45 | 3 | 6 | 1 | 3250.000 | 0 | 0.601 | 4752 | 84 | 0.750 | 0.000 | 0 | 0 |
| 4921 | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 34 | 3 | 3 | 4 | 15060.000 | 0 | 0.545 | 1611 | 42 | 0.400 | 0.000 | 1 | 1 |
| 4922 | 40 | M | 4 | High School | NaN | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 2126.000 | 1321 | 0.596 | 2992 | 72 | 1.000 | 0.621 | 0 | 0 |
| 4923 | 47 | M | 4 | NaN | Divorced | $40K - $60K | Blue | 35 | 3 | 2 | 1 | 4907.000 | 773 | 0.517 | 5088 | 71 | 0.651 | 0.158 | 0 | 0 |
| 4924 | 51 | F | 1 | Uneducated | Married | abc | Blue | 44 | 6 | 2 | 1 | 3553.000 | 0 | 0.844 | 4923 | 89 | 0.648 | 0.000 | 0 | 0 |
| 4925 | 41 | F | 4 | High School | Single | abc | Blue | 28 | 4 | 2 | 2 | 2515.000 | 1313 | 0.981 | 4370 | 68 | 0.700 | 0.522 | 0 | 0 |
| 4926 | 41 | M | 4 | NaN | Single | $80K - $120K | Blue | 28 | 1 | 2 | 4 | 4428.000 | 0 | 0.865 | 2331 | 36 | 0.286 | 0.000 | 1 | 1 |
| 4927 | 43 | M | 1 | High School | Married | $40K - $60K | Blue | 25 | 6 | 3 | 3 | 1616.000 | 0 | 0.794 | 4961 | 78 | 0.814 | 0.000 | 0 | 0 |
| 4928 | 64 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 4 | 1 | 1 | 6723.000 | 968 | 0.832 | 3838 | 67 | 0.811 | 0.144 | 0 | 0 |
| 4929 | 42 | F | 1 | Uneducated | Married | Less than $40K | Blue | 29 | 3 | 4 | 2 | 2756.000 | 1911 | 0.774 | 4656 | 62 | 0.879 | 0.693 | 0 | 0 |
| 4930 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 6 | 2 | 4 | 2897.000 | 1506 | 0.618 | 2214 | 46 | 0.484 | 0.520 | 1 | 1 |
| 4931 | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 3 | 0 | 5456.000 | 0 | 0.337 | 3470 | 65 | 0.625 | 0.000 | 0 | 0 |
| 4932 | 46 | F | 1 | Graduate | Single | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 3569.000 | 0 | 0.706 | 4186 | 72 | 0.636 | 0.000 | 0 | 0 |
| 4933 | 39 | M | 5 | College | Married | $80K - $120K | Blue | 29 | 3 | 3 | 4 | 34198.000 | 1804 | 0.934 | 4270 | 59 | 0.639 | 0.053 | 0 | 0 |
| 4934 | 44 | M | 2 | Graduate | Single | $80K - $120K | Blue | 31 | 5 | 2 | 4 | 34516.000 | 1311 | 0.600 | 4485 | 85 | 0.771 | 0.038 | 0 | 0 |
| 4935 | 57 | F | 3 | College | Single | $40K - $60K | Blue | 44 | 3 | 1 | 2 | 2817.000 | 1864 | 0.700 | 4535 | 82 | 0.745 | 0.662 | 0 | 0 |
| 4936 | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2126.000 | 1257 | 0.632 | 4340 | 70 | 0.892 | 0.591 | 0 | 0 |
| 4937 | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 4 | 2573.000 | 1640 | 0.873 | 4094 | 77 | 0.638 | 0.637 | 0 | 0 |
| 4938 | 45 | F | 3 | NaN | Married | $40K - $60K | Blue | 31 | 5 | 5 | 3 | 2016.000 | 1303 | 0.599 | 3243 | 63 | 0.615 | 0.646 | 0 | 0 |
| 4939 | 48 | F | 1 | College | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 0 | 4006.000 | 1646 | 0.746 | 5006 | 89 | 0.534 | 0.411 | 0 | 0 |
| 4940 | 41 | F | 3 | High School | NaN | abc | Blue | 36 | 5 | 1 | 2 | 5869.000 | 0 | 0.713 | 4191 | 65 | 0.857 | 0.000 | 0 | 0 |
| 4941 | 47 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 41 | 3 | 2 | 3 | 4586.000 | 0 | 0.812 | 2529 | 43 | 0.433 | 0.000 | 1 | 1 |
| 4942 | 50 | F | 2 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 4 | 1438.300 | 0 | 0.872 | 4617 | 67 | 0.634 | 0.000 | 0 | 0 |
| 4943 | 46 | M | 5 | NaN | Married | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 1790.000 | 796 | 0.722 | 3539 | 57 | 0.966 | 0.445 | 0 | 0 |
| 4944 | 51 | F | 0 | Graduate | Married | abc | Blue | 36 | 5 | 2 | 3 | 5862.000 | 2306 | 0.807 | 4305 | 51 | 1.318 | 0.393 | 0 | 0 |
| 4945 | 43 | M | 5 | NaN | Married | $60K - $80K | Blue | 36 | 3 | 5 | 1 | 7411.000 | 1341 | 0.799 | 4278 | 80 | 0.633 | 0.181 | 0 | 0 |
| 4946 | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 5667.000 | 2517 | 0.684 | 2176 | 38 | 0.267 | 0.444 | 1 | 1 |
| 4947 | 47 | M | 4 | College | Single | $60K - $80K | Blue | 41 | 5 | 2 | 3 | 15594.000 | 0 | 0.631 | 4745 | 75 | 0.786 | 0.000 | 0 | 0 |
| 4948 | 47 | F | 3 | High School | Married | abc | Blue | 39 | 6 | 3 | 4 | 11410.000 | 979 | 1.049 | 2736 | 38 | 0.462 | 0.086 | 1 | 1 |
| 4949 | 47 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 1 | 1584.000 | 1214 | 0.887 | 2628 | 41 | 0.640 | 0.766 | 1 | 1 |
| 4950 | 44 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 29 | 4 | 3 | 3 | 13298.000 | 1694 | 0.824 | 3476 | 66 | 0.784 | 0.127 | 0 | 0 |
| 4951 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 2114.000 | 0 | 0.875 | 2872 | 45 | 0.500 | 0.000 | 1 | 1 |
| 4952 | 44 | M | 1 | NaN | Single | $60K - $80K | Blue | 33 | 3 | 2 | 4 | 2540.000 | 0 | 0.212 | 1531 | 31 | 0.107 | 0.000 | 1 | 1 |
| 4953 | 41 | F | 5 | Uneducated | Single | Less than $40K | Blue | 30 | 4 | 2 | 1 | 1762.000 | 1051 | 0.785 | 4986 | 80 | 0.739 | 0.596 | 0 | 0 |
| 4954 | 47 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2245.000 | 1503 | 0.754 | 3344 | 54 | 0.543 | 0.669 | 0 | 0 |
| 4955 | 47 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 8168.000 | 2137 | 0.659 | 3554 | 82 | 0.822 | 0.262 | 0 | 0 |
| 4956 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 2238.000 | 0 | 0.452 | 2063 | 42 | 0.500 | 0.000 | 1 | 1 |
| 4957 | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 41 | 2 | 2 | 3 | 3881.000 | 2517 | 0.815 | 2463 | 38 | 0.407 | 0.649 | 1 | 1 |
| 4958 | 44 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 20485.000 | 0 | 0.751 | 3024 | 51 | 1.040 | 0.000 | 0 | 0 |
| 4959 | 44 | F | 2 | Doctorate | Divorced | abc | Blue | 39 | 6 | 4 | 1 | 9856.000 | 671 | 0.662 | 5408 | 83 | 0.729 | 0.068 | 0 | 0 |
| 4960 | 44 | M | 3 | High School | Single | Less than $40K | Blue | 38 | 6 | 1 | 2 | 2111.000 | 1047 | 0.971 | 4830 | 82 | 0.952 | 0.496 | 0 | 0 |
| 4961 | 43 | F | 3 | NaN | Divorced | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2905.000 | 2079 | 0.789 | 4444 | 84 | 0.909 | 0.716 | 0 | 0 |
| 4962 | 49 | M | 4 | Uneducated | NaN | $60K - $80K | Silver | 44 | 6 | 3 | 2 | 32244.000 | 0 | 0.647 | 3501 | 65 | 0.757 | 0.000 | 0 | 0 |
| 4963 | 47 | F | 2 | Post-Graduate | Divorced | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 5624.000 | 1216 | 0.691 | 3843 | 66 | 1.000 | 0.216 | 0 | 0 |
| 4964 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1656.000 | 1429 | 0.777 | 4258 | 77 | 0.750 | 0.863 | 0 | 0 |
| 4965 | 42 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 30 | 1 | 3 | 3 | 3032.000 | 0 | 0.429 | 2273 | 44 | 0.517 | 0.000 | 1 | 1 |
| 4966 | 42 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 6 | 15699.000 | 0 | 0.569 | 1793 | 40 | 0.600 | 0.000 | 1 | 1 |
| 4967 | 40 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 28 | 3 | 1 | 3 | 6608.000 | 2270 | 0.750 | 4033 | 58 | 0.657 | 0.344 | 0 | 0 |
| 4968 | 47 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 4 | 2 | 4 | 5062.000 | 1423 | 0.775 | 4535 | 68 | 0.417 | 0.281 | 0 | 0 |
| 4969 | 44 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 30 | 3 | 3 | 2 | 1547.000 | 0 | 0.792 | 4348 | 63 | 0.615 | 0.000 | 0 | 0 |
| 4970 | 60 | F | 0 | Uneducated | Single | Less than $40K | Silver | 49 | 3 | 1 | 1 | 11060.000 | 1647 | 0.938 | 4545 | 83 | 0.766 | 0.149 | 0 | 0 |
| 4971 | 41 | F | 2 | High School | Married | $40K - $60K | Blue | 26 | 5 | 1 | 2 | 1438.300 | 0 | 0.660 | 4300 | 67 | 0.675 | 0.000 | 0 | 0 |
| 4972 | 46 | F | 2 | NaN | Single | Less than $40K | Blue | 33 | 4 | 3 | 2 | 3670.000 | 0 | 0.797 | 4811 | 68 | 0.889 | 0.000 | 0 | 0 |
| 4973 | 42 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 4 | 1 | 4 | 1538.000 | 868 | 0.828 | 5228 | 61 | 0.694 | 0.564 | 0 | 0 |
| 4974 | 54 | F | 3 | High School | Married | $40K - $60K | Blue | 49 | 5 | 1 | 2 | 1438.300 | 886 | 0.822 | 4385 | 91 | 0.717 | 0.616 | 0 | 0 |
| 4975 | 45 | F | 3 | College | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 2330.000 | 2294 | 0.456 | 2107 | 40 | 0.333 | 0.985 | 1 | 1 |
| 4976 | 49 | M | 1 | High School | Single | $60K - $80K | Blue | 40 | 6 | 2 | 2 | 3170.000 | 1428 | 0.876 | 4097 | 72 | 0.565 | 0.450 | 0 | 0 |
| 4977 | 42 | F | 2 | Post-Graduate | Divorced | Less than $40K | Blue | 26 | 5 | 2 | 3 | 2120.000 | 1527 | 0.744 | 4741 | 86 | 0.720 | 0.720 | 0 | 0 |
| 4978 | 53 | M | 0 | Graduate | Single | $80K - $120K | Blue | 34 | 3 | 1 | 4 | 20231.000 | 1434 | 0.543 | 5002 | 78 | 0.660 | 0.071 | 0 | 0 |
| 4979 | 48 | F | 4 | Doctorate | NaN | abc | Blue | 24 | 4 | 2 | 3 | 1438.300 | 0 | 0.738 | 2306 | 46 | 0.484 | 0.000 | 1 | 1 |
| 4980 | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 3 | 2 | 5583.000 | 0 | 0.748 | 3317 | 71 | 0.821 | 0.000 | 0 | 0 |
| 4981 | 41 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 30 | 5 | 3 | 4 | 7764.000 | 621 | 0.670 | 3955 | 72 | 0.756 | 0.080 | 0 | 0 |
| 4982 | 51 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 45 | 3 | 3 | 3 | 25670.000 | 0 | 0.952 | 2709 | 51 | 0.645 | 0.000 | 1 | 1 |
| 4983 | 45 | M | 2 | College | Single | $60K - $80K | Blue | 29 | 3 | 2 | 4 | 3841.000 | 0 | 0.794 | 2832 | 48 | 0.846 | 0.000 | 1 | 1 |
| 4984 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 39 | 4 | 3 | 3 | 2001.000 | 909 | 0.772 | 4238 | 63 | 0.800 | 0.454 | 0 | 0 |
| 4985 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 8512.000 | 1471 | 0.867 | 4056 | 81 | 0.841 | 0.173 | 0 | 0 |
| 4986 | 47 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 30 | 5 | 3 | 2 | 5869.000 | 2517 | 0.505 | 4166 | 85 | 0.809 | 0.429 | 0 | 0 |
| 4987 | 44 | F | 5 | NaN | Married | abc | Blue | 36 | 4 | 2 | 3 | 5791.000 | 0 | 0.645 | 4556 | 67 | 0.861 | 0.000 | 0 | 0 |
| 4988 | 50 | M | 2 | High School | Married | $120K + | Silver | 37 | 5 | 2 | 1 | 34516.000 | 399 | 0.726 | 2118 | 41 | 0.519 | 0.012 | 1 | 1 |
| 4989 | 49 | M | 3 | NaN | Married | $80K - $120K | Blue | 43 | 6 | 1 | 1 | 2191.000 | 1414 | 0.635 | 3967 | 76 | 0.767 | 0.645 | 0 | 0 |
| 4990 | 37 | M | 2 | NaN | Single | $60K - $80K | Blue | 32 | 4 | 1 | 1 | 2865.000 | 1176 | 0.665 | 3462 | 61 | 0.906 | 0.410 | 0 | 0 |
| 4991 | 43 | M | 4 | Graduate | Married | $120K + | Blue | 31 | 6 | 1 | 3 | 6467.000 | 1887 | 0.442 | 4098 | 61 | 0.605 | 0.292 | 0 | 0 |
| 4992 | 37 | F | 3 | NaN | Married | Less than $40K | Blue | 17 | 3 | 1 | 3 | 1468.000 | 1074 | 0.697 | 2050 | 32 | 0.524 | 0.732 | 1 | 1 |
| 4993 | 58 | F | 2 | Graduate | Single | $40K - $60K | Blue | 50 | 4 | 3 | 3 | 5386.000 | 0 | 0.777 | 4846 | 84 | 0.680 | 0.000 | 0 | 0 |
| 4994 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 3 | 1438.300 | 576 | 0.774 | 5098 | 66 | 0.833 | 0.400 | 0 | 0 |
| 4995 | 59 | F | 0 | Uneducated | Single | abc | Blue | 46 | 5 | 1 | 4 | 5402.000 | 892 | 0.782 | 4770 | 83 | 0.596 | 0.165 | 0 | 0 |
| 4996 | 49 | F | 3 | Uneducated | Single | abc | Blue | 36 | 4 | 2 | 3 | 3855.000 | 211 | 0.485 | 1724 | 34 | 0.308 | 0.055 | 1 | 1 |
| 4997 | 42 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2983.000 | 0 | 0.865 | 2509 | 46 | 0.586 | 0.000 | 1 | 1 |
| 4998 | 54 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 43 | 6 | 1 | 3 | 1438.300 | 1120 | 0.817 | 4880 | 77 | 0.750 | 0.779 | 0 | 0 |
| 4999 | 31 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 4871.000 | 0 | 0.890 | 2773 | 34 | 0.789 | 0.000 | 1 | 1 |
| 5000 | 40 | F | 2 | Graduate | NaN | Less than $40K | Blue | 29 | 5 | 1 | 2 | 2636.000 | 1953 | 0.916 | 4584 | 70 | 0.591 | 0.741 | 0 | 0 |
| 5001 | 32 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 24 | 5 | 3 | 1 | 1553.000 | 1177 | 0.638 | 4549 | 68 | 0.659 | 0.758 | 0 | 0 |
| 5002 | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 37 | 4 | 2 | 4 | 3304.000 | 0 | 0.532 | 1731 | 32 | 0.280 | 0.000 | 1 | 1 |
| 5003 | 49 | M | 4 | NaN | Single | $120K + | Blue | 38 | 3 | 3 | 4 | 34516.000 | 2517 | 0.700 | 2376 | 55 | 0.486 | 0.073 | 1 | 1 |
| 5004 | 53 | F | 1 | High School | Single | Less than $40K | Blue | 47 | 6 | 2 | 3 | 3378.000 | 2134 | 0.541 | 4464 | 83 | 0.930 | 0.632 | 0 | 0 |
| 5005 | 34 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 27 | 3 | 2 | 4 | 2313.000 | 1775 | 0.773 | 4317 | 68 | 0.545 | 0.767 | 0 | 0 |
| 5006 | 49 | F | 0 | Graduate | Single | Less than $40K | Blue | 39 | 4 | 3 | 0 | 2434.000 | 0 | 0.788 | 4628 | 73 | 0.622 | 0.000 | 0 | 0 |
| 5007 | 60 | F | 1 | College | Single | $40K - $60K | Blue | 50 | 5 | 1 | 3 | 1438.300 | 0 | 0.578 | 4148 | 84 | 0.714 | 0.000 | 0 | 0 |
| 5008 | 40 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 5 | 1 | 4 | 14544.000 | 0 | 0.768 | 4064 | 92 | 0.769 | 0.000 | 0 | 0 |
| 5009 | 59 | M | 0 | High School | Single | $60K - $80K | Blue | 54 | 3 | 6 | 6 | 24621.000 | 471 | 0.850 | 2864 | 51 | 0.759 | 0.019 | 1 | 1 |
| 5010 | 44 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 5 | 3 | 2 | 2337.000 | 698 | 0.836 | 4048 | 83 | 0.886 | 0.299 | 0 | 0 |
| 5011 | 49 | F | 2 | High School | Married | $40K - $60K | Blue | 39 | 5 | 3 | 4 | 2720.000 | 1926 | 0.602 | 3806 | 61 | 0.794 | 0.708 | 0 | 0 |
| 5012 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 37 | 3 | 1 | 3 | 1965.000 | 1021 | 0.516 | 3968 | 57 | 0.781 | 0.520 | 0 | 0 |
| 5013 | 47 | M | 4 | Graduate | Married | $60K - $80K | Silver | 39 | 4 | 2 | 4 | 33122.000 | 1587 | 0.475 | 3145 | 63 | 0.750 | 0.048 | 0 | 0 |
| 5014 | 52 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 40 | 4 | 3 | 2 | 1438.300 | 797 | 0.870 | 4673 | 69 | 0.568 | 0.554 | 0 | 0 |
| 5015 | 47 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 2709.000 | 2034 | 0.606 | 4915 | 92 | 0.840 | 0.751 | 0 | 0 |
| 5016 | 57 | F | 2 | Uneducated | Married | abc | Blue | 51 | 3 | 6 | 2 | 2404.000 | 284 | 0.866 | 2511 | 51 | 0.500 | 0.118 | 1 | 1 |
| 5017 | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 2 | 4499.000 | 0 | 0.765 | 4906 | 75 | 0.667 | 0.000 | 0 | 0 |
| 5018 | 33 | F | 3 | Post-Graduate | NaN | abc | Blue | 25 | 3 | 2 | 4 | 4734.000 | 2517 | 0.483 | 2275 | 55 | 0.897 | 0.532 | 1 | 1 |
| 5019 | 55 | M | 2 | Graduate | Married | $120K + | Blue | 36 | 3 | 2 | 4 | 4697.000 | 0 | 0.544 | 1867 | 34 | 0.478 | 0.000 | 1 | 1 |
| 5020 | 50 | M | 2 | NaN | Married | $120K + | Gold | 35 | 4 | 5 | 3 | 34516.000 | 668 | 0.894 | 3931 | 77 | 0.791 | 0.019 | 0 | 0 |
| 5021 | 47 | M | 3 | Doctorate | NaN | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2572.000 | 1093 | 0.615 | 5038 | 86 | 0.830 | 0.425 | 0 | 0 |
| 5022 | 56 | M | 1 | Uneducated | NaN | $60K - $80K | Blue | 43 | 5 | 1 | 4 | 3110.000 | 2378 | 0.974 | 3395 | 75 | 0.829 | 0.765 | 0 | 0 |
| 5023 | 41 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 1734.000 | 857 | 0.752 | 4741 | 84 | 0.714 | 0.494 | 0 | 0 |
| 5024 | 46 | F | 5 | High School | Married | abc | Blue | 36 | 5 | 3 | 0 | 3562.000 | 0 | 0.753 | 4198 | 77 | 0.750 | 0.000 | 0 | 0 |
| 5025 | 43 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1536.000 | 0 | 0.571 | 1973 | 36 | 0.333 | 0.000 | 1 | 1 |
| 5026 | 39 | M | 4 | High School | Married | $60K - $80K | Blue | 32 | 4 | 2 | 2 | 19198.000 | 2218 | 0.802 | 4423 | 90 | 0.667 | 0.116 | 0 | 0 |
| 5027 | 42 | F | 3 | High School | Married | abc | Blue | 37 | 3 | 3 | 3 | 4540.000 | 2517 | 0.890 | 4804 | 66 | 0.737 | 0.554 | 0 | 0 |
| 5028 | 45 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 26 | 3 | 5 | 2 | 1438.300 | 1226 | 0.638 | 3889 | 60 | 0.818 | 0.852 | 0 | 0 |
| 5029 | 54 | F | 4 | Graduate | Single | Less than $40K | Blue | 45 | 6 | 2 | 2 | 1990.000 | 1747 | 0.924 | 5216 | 87 | 0.891 | 0.878 | 0 | 0 |
| 5030 | 59 | M | 0 | High School | Single | $120K + | Blue | 36 | 4 | 3 | 3 | 3422.000 | 1039 | 0.475 | 3337 | 65 | 0.512 | 0.304 | 0 | 0 |
| 5031 | 45 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 36 | 6 | 3 | 1 | 2192.000 | 1464 | 0.660 | 4905 | 89 | 0.978 | 0.668 | 0 | 0 |
| 5032 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5152.000 | 1713 | 0.746 | 3919 | 57 | 1.036 | 0.332 | 0 | 0 |
| 5033 | 41 | M | 4 | Doctorate | NaN | Less than $40K | Blue | 31 | 6 | 2 | 1 | 2515.000 | 1767 | 0.665 | 4388 | 67 | 0.675 | 0.703 | 0 | 0 |
| 5034 | 49 | F | 0 | Uneducated | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2094.000 | 0 | 0.897 | 2690 | 46 | 0.484 | 0.000 | 1 | 1 |
| 5035 | 48 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 1906.000 | 1259 | 0.932 | 4634 | 54 | 0.862 | 0.661 | 0 | 0 |
| 5036 | 42 | M | 5 | NaN | Married | $60K - $80K | Blue | 22 | 6 | 2 | 4 | 5096.000 | 0 | 0.808 | 2574 | 43 | 0.483 | 0.000 | 1 | 1 |
| 5037 | 39 | M | 1 | High School | NaN | $40K - $60K | Blue | 28 | 5 | 2 | 4 | 2222.000 | 0 | 0.843 | 4792 | 62 | 0.722 | 0.000 | 0 | 0 |
| 5038 | 42 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 3015.000 | 0 | 0.927 | 4277 | 80 | 0.951 | 0.000 | 0 | 0 |
| 5039 | 48 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 3786.000 | 0 | 0.715 | 3403 | 70 | 0.489 | 0.000 | 0 | 0 |
| 5040 | 39 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 12078.000 | 1687 | 0.482 | 2384 | 52 | 1.167 | 0.140 | 0 | 1 |
| 5041 | 48 | F | 3 | College | Single | abc | Blue | 38 | 3 | 3 | 3 | 6448.000 | 1087 | 0.868 | 4990 | 85 | 0.667 | 0.169 | 0 | 0 |
| 5042 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 35 | 1 | 3 | 3 | 5398.000 | 0 | 0.621 | 1887 | 36 | 0.333 | 0.000 | 1 | 1 |
| 5043 | 59 | F | 2 | Uneducated | Married | Less than $40K | Blue | 51 | 5 | 5 | 4 | 1438.300 | 0 | 0.656 | 2146 | 44 | 0.630 | 0.000 | 1 | 1 |
| 5044 | 33 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 15 | 3 | 2 | 6 | 1438.300 | 0 | 0.835 | 2527 | 49 | 0.690 | 0.000 | 1 | 1 |
| 5045 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2620.000 | 2081 | 0.990 | 4867 | 67 | 0.763 | 0.794 | 0 | 0 |
| 5046 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 13435.000 | 0 | 0.747 | 3575 | 56 | 1.154 | 0.000 | 0 | 0 |
| 5047 | 43 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 3186.000 | 2517 | 0.590 | 4197 | 84 | 0.909 | 0.790 | 0 | 0 |
| 5048 | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 3 | 1 | 1 | 1950.000 | 1062 | 0.480 | 3873 | 76 | 0.854 | 0.545 | 0 | 0 |
| 5049 | 63 | M | 0 | Doctorate | Single | Less than $40K | Blue | 54 | 5 | 2 | 0 | 7098.000 | 2224 | 0.864 | 3465 | 59 | 0.788 | 0.313 | 0 | 0 |
| 5050 | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2250.000 | 1788 | 0.523 | 4908 | 71 | 1.152 | 0.795 | 0 | 0 |
| 5051 | 45 | M | 5 | Doctorate | Married | $120K + | Silver | 36 | 6 | 1 | 4 | 34516.000 | 2038 | 1.007 | 4067 | 75 | 1.206 | 0.059 | 0 | 0 |
| 5052 | 58 | F | 1 | Doctorate | Married | Less than $40K | Blue | 47 | 5 | 3 | 4 | 2495.000 | 2061 | 0.849 | 4399 | 70 | 0.707 | 0.826 | 0 | 0 |
| 5053 | 39 | F | 2 | High School | Married | Less than $40K | Blue | 32 | 5 | 3 | 1 | 3086.000 | 2213 | 0.695 | 4684 | 81 | 0.800 | 0.717 | 0 | 0 |
| 5054 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 4 | 1520.000 | 0 | 0.566 | 4256 | 73 | 0.622 | 0.000 | 0 | 0 |
| 5055 | 38 | M | 2 | Uneducated | Single | $120K + | Blue | 30 | 6 | 3 | 4 | 4043.000 | 2517 | 0.602 | 2600 | 47 | 0.621 | 0.623 | 1 | 1 |
| 5056 | 65 | M | 1 | High School | Single | Less than $40K | Blue | 54 | 3 | 1 | 3 | 4599.000 | 1438 | 0.832 | 4208 | 69 | 0.865 | 0.313 | 0 | 0 |
| 5057 | 38 | F | 4 | NaN | Married | Less than $40K | Blue | 26 | 3 | 2 | 2 | 1438.300 | 0 | 0.777 | 2264 | 39 | 0.625 | 0.000 | 1 | 1 |
| 5058 | 55 | F | 3 | Graduate | NaN | abc | Blue | 36 | 4 | 3 | 3 | 7869.000 | 1251 | 0.722 | 4314 | 83 | 0.729 | 0.159 | 0 | 0 |
| 5059 | 60 | F | 1 | NaN | NaN | $40K - $60K | Blue | 48 | 3 | 3 | 4 | 5362.000 | 2057 | 0.763 | 4205 | 83 | 0.766 | 0.384 | 0 | 0 |
| 5060 | 60 | M | 0 | Doctorate | NaN | $40K - $60K | Silver | 53 | 4 | 2 | 1 | 16541.000 | 1428 | 0.846 | 4352 | 82 | 0.907 | 0.086 | 0 | 0 |
| 5061 | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 38 | 3 | 2 | 1 | 7486.000 | 1758 | 0.613 | 4604 | 70 | 0.707 | 0.235 | 0 | 0 |
| 5062 | 42 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 3 | 1 | 1438.300 | 0 | 0.813 | 4653 | 78 | 0.950 | 0.000 | 0 | 0 |
| 5063 | 51 | F | 2 | Graduate | Single | abc | Blue | 32 | 3 | 3 | 1 | 8365.000 | 1504 | 0.679 | 4778 | 88 | 0.956 | 0.180 | 0 | 0 |
| 5064 | 56 | F | 1 | College | Single | Less than $40K | Blue | 43 | 3 | 2 | 2 | 2846.000 | 0 | 0.747 | 2122 | 44 | 0.419 | 0.000 | 1 | 1 |
| 5065 | 49 | F | 4 | Doctorate | Single | Less than $40K | Blue | 42 | 5 | 1 | 4 | 7789.000 | 957 | 0.724 | 3412 | 70 | 0.842 | 0.123 | 0 | 0 |
| 5066 | 44 | F | 4 | Uneducated | Single | Less than $40K | Blue | 32 | 6 | 3 | 4 | 1438.300 | 170 | 0.889 | 2527 | 45 | 0.406 | 0.118 | 1 | 1 |
| 5067 | 48 | F | 2 | College | Married | abc | Blue | 37 | 5 | 2 | 4 | 2220.000 | 0 | 0.737 | 2456 | 45 | 0.452 | 0.000 | 1 | 1 |
| 5068 | 48 | M | 3 | NaN | Married | $120K + | Blue | 43 | 5 | 3 | 0 | 6626.000 | 1558 | 1.020 | 2838 | 49 | 1.333 | 0.235 | 0 | 0 |
| 5069 | 46 | F | 2 | Graduate | Married | abc | Blue | 36 | 6 | 2 | 1 | 5547.000 | 0 | 0.850 | 4585 | 79 | 0.795 | 0.000 | 0 | 0 |
| 5070 | 37 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1734.000 | 987 | 0.879 | 4727 | 67 | 0.914 | 0.569 | 0 | 0 |
| 5071 | 41 | F | 4 | NaN | Married | Less than $40K | Blue | 31 | 4 | 3 | 4 | 2934.000 | 933 | 0.898 | 4253 | 66 | 0.737 | 0.318 | 0 | 0 |
| 5072 | 44 | M | 4 | High School | Married | $120K + | Blue | 33 | 4 | 1 | 4 | 14527.000 | 2070 | 0.525 | 3965 | 58 | 0.568 | 0.142 | 0 | 0 |
| 5073 | 48 | F | 4 | Uneducated | Single | Less than $40K | Blue | 37 | 6 | 3 | 4 | 2646.000 | 872 | 0.865 | 4246 | 80 | 0.739 | 0.330 | 0 | 0 |
| 5074 | 47 | M | 3 | College | Single | $80K - $120K | Blue | 38 | 5 | 3 | 3 | 8185.000 | 1556 | 0.806 | 4527 | 83 | 0.930 | 0.190 | 0 | 0 |
| 5075 | 46 | M | 5 | High School | Single | $40K - $60K | Blue | 37 | 3 | 2 | 3 | 6340.000 | 1985 | 0.403 | 3536 | 61 | 0.419 | 0.313 | 0 | 0 |
| 5076 | 62 | M | 1 | Graduate | Single | $80K - $120K | Blue | 51 | 6 | 2 | 3 | 5711.000 | 0 | 0.583 | 4320 | 72 | 0.674 | 0.000 | 0 | 0 |
| 5077 | 46 | F | 3 | Doctorate | Single | Less than $40K | Blue | 34 | 4 | 3 | 4 | 2258.000 | 1600 | 0.607 | 4275 | 76 | 0.551 | 0.709 | 0 | 0 |
| 5078 | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 25 | 5 | 2 | 4 | 2086.000 | 2007 | 1.051 | 2537 | 48 | 0.600 | 0.962 | 1 | 1 |
| 5079 | 44 | F | 3 | College | Married | $40K - $60K | Blue | 34 | 3 | 1 | 2 | 3256.000 | 1013 | 0.988 | 5079 | 81 | 0.841 | 0.311 | 0 | 0 |
| 5080 | 50 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 3 | 3 | 2 | 14854.000 | 2136 | 0.568 | 3659 | 68 | 0.581 | 0.144 | 0 | 0 |
| 5081 | 49 | M | 4 | College | Divorced | $120K + | Blue | 41 | 3 | 1 | 1 | 7184.000 | 1207 | 0.657 | 3244 | 58 | 1.000 | 0.168 | 0 | 0 |
| 5082 | 48 | M | 3 | NaN | NaN | $40K - $60K | Blue | 37 | 3 | 2 | 4 | 6541.000 | 1119 | 0.496 | 3902 | 63 | 0.432 | 0.171 | 0 | 0 |
| 5083 | 62 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 52 | 6 | 1 | 2 | 9065.000 | 641 | 0.788 | 4693 | 83 | 0.627 | 0.071 | 0 | 0 |
| 5084 | 54 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 50 | 2 | 1 | 3 | 3682.000 | 2517 | 0.379 | 1642 | 35 | 0.250 | 0.684 | 1 | 1 |
| 5085 | 56 | F | 2 | Doctorate | Married | Less than $40K | Blue | 51 | 4 | 6 | 5 | 1438.300 | 0 | 0.699 | 2229 | 40 | 0.600 | 0.000 | 1 | 1 |
| 5086 | 46 | F | 4 | Graduate | Married | abc | Blue | 36 | 4 | 3 | 4 | 2286.000 | 0 | 1.057 | 2798 | 40 | 0.481 | 0.000 | 1 | 1 |
| 5087 | 57 | M | 3 | High School | Single | $80K - $120K | Blue | 38 | 4 | 3 | 1 | 12663.000 | 1028 | 0.791 | 3297 | 54 | 0.688 | 0.081 | 0 | 0 |
| 5088 | 48 | F | 2 | College | Single | Less than $40K | Blue | 35 | 3 | 3 | 1 | 1438.300 | 816 | 0.842 | 4777 | 69 | 0.917 | 0.567 | 0 | 0 |
| 5089 | 39 | F | 5 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 2 | 2 | 1438.300 | 668 | 0.931 | 5205 | 78 | 0.773 | 0.464 | 0 | 0 |
| 5090 | 45 | F | 3 | High School | Married | abc | Blue | 34 | 4 | 2 | 1 | 5056.000 | 0 | 0.905 | 4428 | 78 | 0.696 | 0.000 | 0 | 0 |
| 5091 | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 1 | 4 | 1438.300 | 0 | 0.503 | 2014 | 53 | 0.472 | 0.000 | 1 | 1 |
| 5092 | 26 | M | 0 | NaN | Married | $120K + | Blue | 17 | 4 | 2 | 1 | 30928.000 | 2005 | 0.520 | 3863 | 72 | 0.756 | 0.065 | 0 | 0 |
| 5093 | 40 | M | 3 | Graduate | Married | $80K - $120K | Blue | 21 | 3 | 2 | 0 | 1804.000 | 1040 | 1.002 | 5308 | 78 | 0.773 | 0.576 | 0 | 0 |
| 5094 | 43 | M | 2 | College | Married | $80K - $120K | Blue | 24 | 6 | 1 | 4 | 1669.000 | 0 | 0.698 | 3591 | 59 | 0.788 | 0.000 | 0 | 0 |
| 5095 | 33 | F | 2 | High School | Divorced | abc | Blue | 15 | 3 | 3 | 4 | 9725.000 | 0 | 0.750 | 4062 | 65 | 0.711 | 0.000 | 0 | 0 |
| 5096 | 45 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 21696.000 | 1036 | 0.965 | 3354 | 76 | 0.854 | 0.048 | 0 | 0 |
| 5097 | 49 | F | 2 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 1 | 2992.000 | 1845 | 0.707 | 4339 | 84 | 0.750 | 0.617 | 0 | 0 |
| 5098 | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 26 | 5 | 2 | 4 | 1934.000 | 985 | 0.720 | 4019 | 78 | 0.857 | 0.509 | 0 | 0 |
| 5099 | 43 | M | 5 | Uneducated | Married | $120K + | Blue | 31 | 4 | 3 | 4 | 34516.000 | 830 | 0.540 | 3789 | 57 | 0.541 | 0.024 | 0 | 0 |
| 5100 | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1734.000 | 0 | 0.593 | 4092 | 76 | 1.054 | 0.000 | 0 | 0 |
| 5101 | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 32 | 3 | 3 | 4 | 1438.300 | 838 | 0.610 | 3910 | 75 | 0.630 | 0.583 | 0 | 0 |
| 5102 | 39 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1438.300 | 886 | 0.240 | 1674 | 42 | 0.312 | 0.616 | 1 | 1 |
| 5103 | 48 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 44 | 3 | 1 | 2 | 9673.000 | 0 | 0.655 | 3541 | 87 | 0.851 | 0.000 | 0 | 0 |
| 5104 | 56 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 38 | 5 | 1 | 4 | 3609.000 | 1026 | 0.670 | 4318 | 81 | 0.588 | 0.284 | 0 | 0 |
| 5105 | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.300 | 576 | 0.849 | 2567 | 48 | 0.600 | 0.400 | 1 | 1 |
| 5106 | 39 | M | 2 | Graduate | Single | $40K - $60K | Blue | 26 | 6 | 3 | 2 | 6423.000 | 0 | 1.051 | 4295 | 70 | 0.795 | 0.000 | 0 | 0 |
| 5107 | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 31 | 6 | 3 | 4 | 14899.000 | 0 | 0.381 | 1519 | 26 | 0.368 | 0.000 | 1 | 1 |
| 5108 | 52 | F | 2 | College | Married | $40K - $60K | Blue | 41 | 3 | 1 | 1 | 3224.000 | 2111 | 0.601 | 3707 | 74 | 0.682 | 0.655 | 0 | 0 |
| 5109 | 44 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 5 | 3 | 2 | 4135.000 | 1606 | 0.734 | 3334 | 56 | 0.600 | 0.388 | 0 | 0 |
| 5110 | 44 | M | 1 | NaN | Married | $60K - $80K | Blue | 33 | 6 | 2 | 3 | 4969.000 | 1187 | 0.714 | 3878 | 82 | 0.783 | 0.239 | 0 | 0 |
| 5111 | 41 | F | 3 | College | Single | $40K - $60K | Blue | 37 | 3 | 3 | 3 | 8376.000 | 1219 | 0.644 | 4015 | 77 | 0.750 | 0.146 | 0 | 0 |
| 5112 | 44 | M | 2 | NaN | Single | $80K - $120K | Blue | 31 | 5 | 5 | 2 | 3454.000 | 2065 | 0.816 | 4026 | 67 | 0.718 | 0.598 | 0 | 0 |
| 5113 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 25944.000 | 1987 | 0.566 | 4442 | 76 | 0.767 | 0.077 | 0 | 0 |
| 5114 | 49 | M | 3 | High School | Married | $60K - $80K | Blue | 29 | 4 | 3 | 1 | 1438.300 | 535 | 0.678 | 3016 | 80 | 0.739 | 0.372 | 0 | 0 |
| 5115 | 38 | F | 0 | High School | Single | Less than $40K | Blue | 22 | 3 | 2 | 5 | 1556.000 | 0 | 0.690 | 2283 | 46 | 0.586 | 0.000 | 1 | 1 |
| 5116 | 57 | M | 3 | Graduate | Married | $60K - $80K | Blue | 49 | 5 | 0 | 3 | 8701.000 | 215 | 0.527 | 1999 | 41 | 0.414 | 0.025 | 1 | 1 |
| 5117 | 33 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 18 | 1 | 1 | 6 | 5600.000 | 2517 | 0.628 | 2296 | 46 | 0.586 | 0.449 | 1 | 1 |
| 5118 | 45 | F | 3 | Graduate | NaN | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2900.000 | 2018 | 0.705 | 4467 | 79 | 0.756 | 0.696 | 0 | 0 |
| 5119 | 61 | F | 0 | Graduate | Married | $40K - $60K | Blue | 50 | 3 | 3 | 0 | 4906.000 | 2185 | 0.660 | 3999 | 71 | 1.088 | 0.445 | 0 | 0 |
| 5120 | 41 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2687.000 | 1317 | 0.580 | 4096 | 76 | 0.727 | 0.490 | 0 | 0 |
| 5121 | 40 | F | 3 | High School | Divorced | $40K - $60K | Blue | 28 | 4 | 1 | 4 | 4464.000 | 1418 | 0.920 | 3870 | 73 | 0.460 | 0.318 | 0 | 0 |
| 5122 | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 45 | 5 | 1 | 3 | 1438.300 | 869 | 0.791 | 4124 | 59 | 0.967 | 0.604 | 0 | 0 |
| 5123 | 34 | F | 1 | College | Married | Less than $40K | Blue | 16 | 6 | 1 | 4 | 2221.000 | 1814 | 0.820 | 4758 | 64 | 0.641 | 0.817 | 0 | 0 |
| 5124 | 42 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 5 | 3 | 3 | 2966.000 | 2371 | 0.969 | 4416 | 83 | 0.844 | 0.799 | 0 | 0 |
| 5125 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 31 | 4 | 2 | 4 | 1593.000 | 1091 | 0.870 | 4136 | 67 | 0.718 | 0.685 | 0 | 0 |
| 5126 | 41 | F | 2 | Uneducated | Single | Less than $40K | Blue | 31 | 5 | 3 | 3 | 2450.000 | 1490 | 0.747 | 3778 | 64 | 0.684 | 0.608 | 0 | 0 |
| 5127 | 53 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 42 | 3 | 2 | 4 | 1529.000 | 563 | 0.785 | 4220 | 83 | 0.844 | 0.368 | 0 | 0 |
| 5128 | 45 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 6274.000 | 883 | 0.626 | 4726 | 82 | 0.708 | 0.141 | 0 | 0 |
| 5129 | 43 | F | 4 | NaN | Single | Less than $40K | Blue | 33 | 5 | 2 | 4 | 1438.300 | 0 | 0.679 | 3932 | 62 | 0.771 | 0.000 | 0 | 0 |
| 5130 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 6 | 1 | 2 | 2134.000 | 1085 | 0.656 | 4224 | 75 | 1.027 | 0.508 | 0 | 0 |
| 5131 | 50 | M | 1 | College | Married | $80K - $120K | Blue | 33 | 5 | 3 | 2 | 17158.000 | 1211 | 0.778 | 4153 | 91 | 0.685 | 0.071 | 0 | 0 |
| 5132 | 51 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 3359.000 | 873 | 0.785 | 4572 | 81 | 0.688 | 0.260 | 0 | 0 |
| 5133 | 47 | M | 3 | Graduate | Married | $80K - $120K | Blue | 41 | 6 | 1 | 4 | 11997.000 | 1424 | 0.749 | 4125 | 80 | 0.860 | 0.119 | 0 | 0 |
| 5134 | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 2 | 3302.000 | 1980 | 0.625 | 3899 | 65 | 0.711 | 0.600 | 0 | 0 |
| 5135 | 55 | F | 3 | High School | Single | $40K - $60K | Blue | 47 | 5 | 4 | 3 | 2687.000 | 1689 | 0.714 | 2370 | 34 | 0.789 | 0.629 | 1 | 1 |
| 5136 | 53 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 43 | 4 | 3 | 4 | 1438.300 | 0 | 0.939 | 4075 | 71 | 0.614 | 0.000 | 0 | 0 |
| 5137 | 46 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 3 | 3 | 0 | 1801.000 | 316 | 0.494 | 2252 | 42 | 0.400 | 0.175 | 1 | 1 |
| 5138 | 53 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 46 | 6 | 2 | 4 | 4573.000 | 2076 | 0.839 | 2720 | 46 | 0.484 | 0.454 | 1 | 1 |
| 5139 | 48 | F | 5 | Graduate | Married | Less than $40K | Blue | 40 | 4 | 3 | 2 | 2860.000 | 2517 | 0.380 | 1544 | 45 | 0.364 | 0.880 | 1 | 1 |
| 5140 | 46 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 13387.000 | 0 | 0.746 | 3706 | 81 | 0.620 | 0.000 | 0 | 0 |
| 5141 | 46 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2283.000 | 1020 | 0.944 | 3687 | 68 | 1.125 | 0.447 | 0 | 0 |
| 5142 | 47 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2033.000 | 228 | 0.904 | 2572 | 43 | 0.720 | 0.112 | 1 | 1 |
| 5143 | 49 | F | 5 | High School | Married | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 2506.000 | 1549 | 0.752 | 4747 | 91 | 0.936 | 0.618 | 0 | 0 |
| 5144 | 47 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1438.300 | 735 | 0.762 | 4220 | 87 | 0.673 | 0.511 | 0 | 0 |
| 5145 | 42 | M | 4 | Uneducated | NaN | $80K - $120K | Blue | 36 | 6 | 5 | 1 | 2447.000 | 2195 | 0.717 | 4544 | 80 | 0.667 | 0.897 | 0 | 0 |
| 5146 | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 41 | 5 | 2 | 4 | 1438.300 | 814 | 0.675 | 4217 | 72 | 0.500 | 0.566 | 0 | 0 |
| 5147 | 41 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 3 | 4 | 10873.000 | 1514 | 0.879 | 5089 | 82 | 0.783 | 0.139 | 0 | 0 |
| 5148 | 39 | F | 4 | College | Married | $40K - $60K | Blue | 28 | 4 | 2 | 4 | 7596.000 | 2199 | 0.633 | 2164 | 45 | 0.500 | 0.289 | 1 | 1 |
| 5149 | 54 | F | 3 | College | Married | Less than $40K | Blue | 44 | 5 | 3 | 2 | 2921.000 | 2412 | 0.823 | 2612 | 33 | 0.375 | 0.826 | 1 | 1 |
| 5150 | 42 | F | 3 | High School | Single | $40K - $60K | Blue | 30 | 4 | 2 | 3 | 10136.000 | 0 | 0.428 | 4429 | 78 | 0.472 | 0.000 | 0 | 0 |
| 5151 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2187.000 | 1094 | 0.843 | 4222 | 61 | 0.649 | 0.500 | 0 | 0 |
| 5152 | 60 | F | 0 | Uneducated | Single | Less than $40K | Blue | 48 | 3 | 2 | 3 | 3302.000 | 2517 | 0.785 | 4613 | 85 | 0.932 | 0.762 | 0 | 0 |
| 5153 | 40 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 29 | 3 | 2 | 1 | 30997.000 | 2330 | 0.650 | 3821 | 81 | 0.841 | 0.075 | 0 | 0 |
| 5154 | 48 | F | 1 | Uneducated | Single | Less than $40K | Blue | 38 | 5 | 2 | 0 | 2578.000 | 2424 | 0.517 | 4077 | 78 | 0.625 | 0.940 | 0 | 0 |
| 5155 | 51 | F | 1 | NaN | Married | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1438.300 | 0 | 0.905 | 2585 | 45 | 0.500 | 0.000 | 1 | 1 |
| 5156 | 48 | M | 3 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 2 | 3034.000 | 468 | 0.553 | 4172 | 66 | 0.784 | 0.154 | 0 | 0 |
| 5157 | 46 | F | 1 | NaN | Single | Less than $40K | Blue | 40 | 4 | 2 | 2 | 1438.300 | 0 | 0.756 | 4692 | 91 | 0.596 | 0.000 | 0 | 0 |
| 5158 | 50 | F | 2 | Graduate | Single | abc | Blue | 36 | 6 | 2 | 4 | 2611.000 | 1824 | 0.711 | 4232 | 80 | 0.633 | 0.699 | 0 | 0 |
| 5159 | 54 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 43 | 5 | 3 | 2 | 2222.000 | 1398 | 0.785 | 3960 | 79 | 0.756 | 0.629 | 0 | 0 |
| 5160 | 37 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 4 | 3328.000 | 2517 | 0.553 | 2196 | 47 | 0.621 | 0.756 | 1 | 1 |
| 5161 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 2440.000 | 1002 | 0.061 | 1533 | 42 | 0.105 | 0.411 | 1 | 1 |
| 5162 | 54 | F | 4 | College | Single | abc | Blue | 48 | 3 | 2 | 2 | 9723.000 | 1307 | 0.803 | 4043 | 76 | 0.900 | 0.134 | 0 | 0 |
| 5163 | 60 | F | 1 | Graduate | Single | Less than $40K | Blue | 55 | 4 | 1 | 0 | 2346.000 | 2150 | 0.666 | 4592 | 90 | 0.800 | 0.916 | 0 | 0 |
| 5164 | 51 | M | 2 | Graduate | Married | $60K - $80K | Silver | 36 | 3 | 6 | 3 | 26142.000 | 0 | 0.651 | 3969 | 78 | 0.902 | 0.000 | 0 | 0 |
| 5165 | 39 | F | 4 | High School | Single | abc | Blue | 36 | 3 | 2 | 4 | 12405.000 | 0 | 0.949 | 3151 | 39 | 0.444 | 0.000 | 1 | 1 |
| 5166 | 47 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 17655.000 | 0 | 0.583 | 3692 | 79 | 0.549 | 0.000 | 0 | 0 |
| 5167 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 3 | 1 | 4 | 4941.000 | 786 | 0.833 | 3822 | 50 | 1.083 | 0.159 | 0 | 0 |
| 5168 | 30 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 19 | 6 | 1 | 2 | 1644.000 | 0 | 0.820 | 2533 | 44 | 0.517 | 0.000 | 1 | 1 |
| 5169 | 34 | F | 2 | Graduate | Single | abc | Blue | 24 | 6 | 3 | 3 | 3095.000 | 2010 | 0.668 | 3901 | 77 | 0.711 | 0.649 | 0 | 0 |
| 5170 | 60 | F | 0 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3828.000 | 0 | 0.599 | 4470 | 58 | 0.812 | 0.000 | 0 | 0 |
| 5171 | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2182.000 | 1722 | 0.937 | 5377 | 86 | 0.654 | 0.789 | 0 | 0 |
| 5172 | 51 | M | 2 | NaN | Single | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 13906.000 | 1430 | 0.772 | 3856 | 68 | 1.061 | 0.103 | 0 | 0 |
| 5173 | 50 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 10588.000 | 994 | 0.786 | 4623 | 84 | 0.585 | 0.094 | 0 | 0 |
| 5174 | 32 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 16 | 3 | 3 | 2 | 2973.000 | 2446 | 0.612 | 3769 | 78 | 0.950 | 0.823 | 0 | 0 |
| 5175 | 50 | F | 2 | Post-Graduate | Married | abc | Blue | 36 | 5 | 2 | 4 | 4045.000 | 0 | 0.660 | 2438 | 41 | 0.464 | 0.000 | 1 | 1 |
| 5176 | 40 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 2165.000 | 1465 | 0.622 | 3672 | 64 | 0.730 | 0.677 | 0 | 0 |
| 5177 | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 5 | 2 | 2 | 5845.000 | 0 | 0.504 | 2308 | 35 | 0.591 | 0.000 | 1 | 1 |
| 5178 | 50 | M | 2 | NaN | Single | $120K + | Blue | 37 | 6 | 3 | 4 | 15341.000 | 1016 | 0.709 | 2916 | 65 | 0.548 | 0.066 | 0 | 0 |
| 5179 | 45 | M | 4 | College | Married | $60K - $80K | Blue | 26 | 6 | 2 | 2 | 3035.000 | 1498 | 0.903 | 4275 | 67 | 0.675 | 0.494 | 0 | 0 |
| 5180 | 45 | F | 3 | High School | Single | abc | Blue | 25 | 4 | 2 | 1 | 1986.000 | 1042 | 0.593 | 4303 | 59 | 0.788 | 0.525 | 0 | 0 |
| 5181 | 45 | F | 3 | College | Married | Less than $40K | Blue | 37 | 4 | 3 | 1 | 4602.000 | 1517 | 1.292 | 3520 | 66 | 1.000 | 0.330 | 0 | 0 |
| 5182 | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2689.000 | 2384 | 0.365 | 1941 | 53 | 0.656 | 0.887 | 1 | 1 |
| 5183 | 65 | M | 0 | NaN | Single | $40K - $60K | Blue | 54 | 5 | 1 | 4 | 9383.000 | 829 | 0.515 | 5783 | 73 | 0.622 | 0.088 | 0 | 1 |
| 5184 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 4 | 3 | 2 | 1438.300 | 780 | 0.660 | 4422 | 59 | 0.844 | 0.542 | 0 | 0 |
| 5185 | 42 | F | 2 | Uneducated | Single | Less than $40K | Blue | 23 | 4 | 2 | 3 | 1443.000 | 0 | 0.529 | 2092 | 38 | 0.310 | 0.000 | 1 | 1 |
| 5186 | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 2 | 1 | 2847.000 | 2082 | 0.787 | 3672 | 59 | 0.553 | 0.731 | 0 | 0 |
| 5187 | 44 | M | 5 | High School | Single | $80K - $120K | Blue | 37 | 4 | 2 | 3 | 15638.000 | 1729 | 0.843 | 4396 | 83 | 0.566 | 0.111 | 0 | 0 |
| 5188 | 43 | M | 2 | Post-Graduate | Married | $120K + | Blue | 36 | 3 | 3 | 2 | 10700.000 | 1346 | 0.639 | 4054 | 68 | 0.700 | 0.126 | 0 | 0 |
| 5189 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 4 | 1438.300 | 0 | 0.421 | 1944 | 36 | 0.500 | 0.000 | 1 | 1 |
| 5190 | 50 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 41 | 6 | 3 | 3 | 1694.000 | 479 | 0.838 | 2349 | 42 | 0.312 | 0.283 | 1 | 1 |
| 5191 | 53 | F | 3 | High School | Divorced | abc | Blue | 36 | 4 | 3 | 6 | 7939.000 | 0 | 0.551 | 2269 | 42 | 0.312 | 0.000 | 1 | 1 |
| 5192 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 2555.000 | 1587 | 1.088 | 4193 | 79 | 0.881 | 0.621 | 0 | 0 |
| 5193 | 55 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2850.000 | 2517 | 0.625 | 4320 | 85 | 0.735 | 0.883 | 0 | 0 |
| 5194 | 59 | M | 1 | High School | Single | $60K - $80K | Blue | 51 | 6 | 2 | 4 | 8973.000 | 1300 | 0.568 | 4699 | 72 | 0.714 | 0.145 | 0 | 0 |
| 5195 | 58 | F | 1 | NaN | Single | $40K - $60K | Blue | 53 | 3 | 3 | 1 | 6960.000 | 1536 | 0.437 | 3112 | 79 | 0.549 | 0.221 | 0 | 0 |
| 5196 | 60 | F | 2 | College | Married | Less than $40K | Blue | 41 | 6 | 2 | 2 | 4167.000 | 0 | 0.917 | 5039 | 85 | 0.809 | 0.000 | 0 | 0 |
| 5197 | 49 | F | 2 | Uneducated | Married | abc | Blue | 36 | 4 | 3 | 2 | 5099.000 | 1178 | 0.912 | 3819 | 82 | 0.864 | 0.231 | 0 | 0 |
| 5198 | 42 | F | 4 | Graduate | Divorced | abc | Blue | 36 | 3 | 3 | 1 | 2782.000 | 1782 | 0.853 | 4669 | 93 | 0.755 | 0.641 | 0 | 0 |
| 5199 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 1 | 4 | 1480.000 | 1017 | 1.008 | 5245 | 80 | 0.860 | 0.687 | 0 | 0 |
| 5200 | 56 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 4 | 1 | 3 | 5070.000 | 0 | 1.010 | 3651 | 76 | 0.652 | 0.000 | 0 | 0 |
| 5201 | 52 | M | 2 | NaN | Single | $80K - $120K | Blue | 41 | 3 | 3 | 1 | 2757.000 | 1425 | 0.574 | 3992 | 76 | 1.054 | 0.517 | 0 | 0 |
| 5202 | 54 | M | 2 | NaN | Married | $80K - $120K | Blue | 43 | 6 | 3 | 2 | 5774.000 | 1519 | 0.458 | 4444 | 70 | 0.667 | 0.263 | 0 | 0 |
| 5203 | 55 | M | 2 | Graduate | Married | $60K - $80K | Blue | 44 | 6 | 6 | 3 | 6054.000 | 1103 | 0.613 | 3998 | 80 | 0.739 | 0.182 | 0 | 0 |
| 5204 | 57 | M | 1 | NaN | Single | $60K - $80K | Blue | 43 | 3 | 3 | 1 | 19090.000 | 0 | 0.530 | 4712 | 88 | 0.517 | 0.000 | 0 | 0 |
| 5205 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 2069.000 | 839 | 0.923 | 4117 | 70 | 0.707 | 0.406 | 0 | 0 |
| 5206 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 3 | 2447.000 | 1973 | 0.476 | 4784 | 75 | 0.562 | 0.806 | 0 | 0 |
| 5207 | 56 | F | 1 | Uneducated | Married | Less than $40K | Blue | 47 | 6 | 1 | 2 | 3022.000 | 1627 | 0.835 | 4390 | 82 | 0.783 | 0.538 | 0 | 0 |
| 5208 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 4473.000 | 0 | 0.543 | 4047 | 56 | 0.750 | 0.000 | 0 | 0 |
| 5209 | 54 | F | 1 | Doctorate | NaN | Less than $40K | Blue | 43 | 4 | 6 | 4 | 5267.000 | 0 | 0.631 | 4196 | 81 | 0.588 | 0.000 | 0 | 0 |
| 5210 | 37 | M | 3 | Graduate | Single | $80K - $120K | Blue | 29 | 6 | 2 | 4 | 7199.000 | 1274 | 0.639 | 4552 | 100 | 0.786 | 0.177 | 0 | 0 |
| 5211 | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 4 | 2 | 1438.300 | 0 | 0.584 | 4497 | 79 | 0.612 | 0.000 | 0 | 0 |
| 5212 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 43 | 5 | 3 | 2 | 3245.000 | 0 | 0.553 | 1977 | 29 | 0.261 | 0.000 | 1 | 1 |
| 5213 | 47 | F | 5 | NaN | Single | $40K - $60K | Blue | 40 | 4 | 3 | 4 | 3888.000 | 2517 | 0.641 | 4377 | 88 | 0.725 | 0.647 | 0 | 0 |
| 5214 | 45 | F | 5 | NaN | Married | abc | Blue | 40 | 3 | 2 | 2 | 14728.000 | 0 | 0.708 | 4660 | 85 | 0.735 | 0.000 | 0 | 0 |
| 5215 | 38 | F | 4 | High School | Single | $40K - $60K | Blue | 31 | 4 | 3 | 2 | 1438.300 | 0 | 0.406 | 1986 | 52 | 0.486 | 0.000 | 1 | 1 |
| 5216 | 48 | M | 4 | NaN | Single | $40K - $60K | Blue | 43 | 2 | 3 | 2 | 11272.000 | 1744 | 0.347 | 1455 | 34 | 0.214 | 0.155 | 1 | 1 |
| 5217 | 49 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2705.000 | 1681 | 0.577 | 4265 | 87 | 0.776 | 0.621 | 0 | 0 |
| 5218 | 41 | M | 4 | Graduate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 4 | 12270.000 | 0 | 0.543 | 4578 | 67 | 0.811 | 0.000 | 0 | 0 |
| 5219 | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 43 | 6 | 1 | 4 | 3006.000 | 633 | 0.733 | 5177 | 66 | 0.650 | 0.211 | 0 | 0 |
| 5220 | 39 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 2 | 4 | 7901.000 | 1184 | 0.863 | 3667 | 66 | 0.784 | 0.150 | 0 | 0 |
| 5221 | 38 | M | 0 | High School | Single | $80K - $120K | Blue | 29 | 3 | 3 | 2 | 5983.000 | 1885 | 0.601 | 4141 | 65 | 0.711 | 0.315 | 0 | 0 |
| 5222 | 64 | M | 0 | College | Single | $40K - $60K | Blue | 53 | 6 | 3 | 2 | 7362.000 | 1907 | 0.693 | 4065 | 65 | 0.711 | 0.259 | 0 | 0 |
| 5223 | 55 | M | 2 | Doctorate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 3046.000 | 2415 | 0.492 | 3153 | 57 | 0.583 | 0.793 | 0 | 1 |
| 5224 | 50 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 3 | 1 | 1 | 34516.000 | 1871 | 0.356 | 4054 | 75 | 0.364 | 0.054 | 0 | 0 |
| 5225 | 55 | F | 1 | Doctorate | Married | abc | Blue | 39 | 1 | 3 | 3 | 12972.000 | 1424 | 0.525 | 2238 | 36 | 0.200 | 0.110 | 1 | 1 |
| 5226 | 44 | F | 5 | Graduate | Single | abc | Blue | 37 | 3 | 1 | 1 | 17785.000 | 1259 | 0.806 | 3890 | 72 | 1.118 | 0.071 | 0 | 0 |
| 5227 | 55 | M | 2 | High School | Single | $120K + | Blue | 49 | 6 | 3 | 4 | 3029.000 | 1505 | 0.560 | 2394 | 50 | 0.471 | 0.497 | 0 | 1 |
| 5228 | 58 | M | 0 | Graduate | Divorced | abc | Blue | 36 | 4 | 2 | 2 | 9097.000 | 1656 | 0.813 | 4174 | 85 | 0.700 | 0.182 | 0 | 0 |
| 5229 | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 44 | 6 | 1 | 4 | 1438.300 | 0 | 0.827 | 4488 | 84 | 0.826 | 0.000 | 0 | 0 |
| 5230 | 58 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 46 | 3 | 1 | 3 | 2375.000 | 1163 | 0.917 | 4769 | 80 | 0.905 | 0.490 | 0 | 0 |
| 5231 | 47 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 8109.000 | 0 | 0.601 | 1835 | 43 | 0.344 | 0.000 | 1 | 1 |
| 5232 | 53 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 43 | 5 | 1 | 0 | 2618.000 | 2026 | 0.669 | 4198 | 68 | 0.619 | 0.774 | 0 | 0 |
| 5233 | 42 | F | 3 | Uneducated | Married | abc | Blue | 30 | 3 | 2 | 1 | 3549.000 | 0 | 0.584 | 3921 | 63 | 0.800 | 0.000 | 0 | 0 |
| 5234 | 45 | M | 5 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 1 | 2718.000 | 1474 | 0.710 | 3542 | 59 | 0.639 | 0.542 | 0 | 0 |
| 5235 | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 51 | 6 | 1 | 2 | 2230.000 | 1796 | 0.637 | 4929 | 61 | 0.488 | 0.805 | 0 | 0 |
| 5236 | 42 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 3802.000 | 1300 | 0.627 | 2165 | 36 | 0.385 | 0.342 | 1 | 1 |
| 5237 | 55 | F | 2 | Uneducated | Married | Less than $40K | Blue | 43 | 6 | 2 | 3 | 2736.000 | 993 | 1.060 | 4078 | 85 | 0.977 | 0.363 | 0 | 0 |
| 5238 | 51 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 3 | 2 | 1 | 2258.000 | 1250 | 0.611 | 4368 | 75 | 0.596 | 0.554 | 0 | 0 |
| 5239 | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 1438.300 | 0 | 0.885 | 2492 | 35 | 0.296 | 0.000 | 1 | 1 |
| 5240 | 65 | M | 2 | NaN | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2954.000 | 2517 | 0.619 | 1909 | 28 | 0.474 | 0.852 | 1 | 1 |
| 5241 | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 31 | 6 | 3 | 2 | 11882.000 | 1472 | 0.413 | 3291 | 62 | 0.722 | 0.124 | 0 | 0 |
| 5242 | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1438.300 | 0 | 0.929 | 4205 | 88 | 0.660 | 0.000 | 0 | 0 |
| 5243 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 25 | 6 | 2 | 2 | 1438.300 | 538 | 0.675 | 4093 | 73 | 0.659 | 0.374 | 0 | 0 |
| 5244 | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2778.000 | 743 | 0.812 | 4515 | 74 | 0.510 | 0.267 | 0 | 0 |
| 5245 | 54 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 3 | 5 | 4 | 2474.000 | 1539 | 0.649 | 4884 | 80 | 0.509 | 0.622 | 0 | 0 |
| 5246 | 54 | F | 3 | NaN | Single | $40K - $60K | Blue | 43 | 6 | 3 | 4 | 5632.000 | 1596 | 0.951 | 3557 | 64 | 1.065 | 0.283 | 0 | 0 |
| 5247 | 49 | F | 3 | Graduate | Single | abc | Blue | 38 | 1 | 2 | 4 | 11025.000 | 0 | 0.501 | 1902 | 28 | 0.273 | 0.000 | 1 | 1 |
| 5248 | 43 | F | 1 | Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 3 | 2642.000 | 2377 | 0.829 | 4780 | 88 | 0.725 | 0.900 | 0 | 0 |
| 5249 | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 5 | 6 | 3 | 30357.000 | 1255 | 0.788 | 4435 | 68 | 0.889 | 0.041 | 0 | 0 |
| 5250 | 57 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 47 | 6 | 6 | 1 | 2201.000 | 1420 | 0.762 | 4256 | 70 | 0.591 | 0.645 | 0 | 0 |
| 5251 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 42 | 1 | 0 | 4 | 2002.000 | 0 | 0.803 | 2423 | 39 | 0.857 | 0.000 | 1 | 1 |
| 5252 | 43 | F | 3 | High School | NaN | abc | Blue | 36 | 3 | 3 | 2 | 8777.000 | 2517 | 0.696 | 4551 | 83 | 0.729 | 0.287 | 0 | 0 |
| 5253 | 53 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 4 | 2575.000 | 411 | 0.833 | 2423 | 43 | 0.593 | 0.160 | 1 | 1 |
| 5254 | 43 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 24 | 3 | 3 | 4 | 5182.000 | 1607 | 0.874 | 5235 | 92 | 0.586 | 0.310 | 0 | 0 |
| 5255 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 3783.000 | 0 | 0.590 | 4383 | 82 | 0.783 | 0.000 | 0 | 0 |
| 5256 | 51 | M | 3 | Uneducated | Married | $120K + | Blue | 40 | 3 | 5 | 3 | 34516.000 | 0 | 0.922 | 3847 | 74 | 0.805 | 0.000 | 0 | 0 |
| 5257 | 46 | F | 3 | High School | NaN | Less than $40K | Blue | 41 | 2 | 1 | 4 | 1515.000 | 0 | 0.819 | 3894 | 60 | 0.818 | 0.000 | 0 | 0 |
| 5258 | 56 | F | 3 | High School | Married | Less than $40K | Blue | 47 | 6 | 3 | 4 | 2865.000 | 2022 | 0.547 | 3441 | 66 | 0.650 | 0.706 | 0 | 0 |
| 5259 | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 34 | 6 | 2 | 1 | 2711.000 | 0 | 0.636 | 4795 | 65 | 1.031 | 0.000 | 0 | 0 |
| 5260 | 54 | F | 2 | NaN | Single | Less than $40K | Blue | 47 | 3 | 2 | 3 | 2341.000 | 1550 | 0.656 | 3406 | 57 | 1.478 | 0.662 | 0 | 0 |
| 5261 | 51 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 6 | 1 | 3 | 13287.000 | 1864 | 0.603 | 3851 | 75 | 0.705 | 0.140 | 0 | 0 |
| 5262 | 33 | F | 3 | Graduate | Married | Less than $40K | Blue | 20 | 5 | 1 | 3 | 1438.300 | 0 | 0.896 | 4530 | 72 | 0.636 | 0.000 | 0 | 0 |
| 5263 | 41 | M | 3 | High School | NaN | $40K - $60K | Blue | 33 | 4 | 3 | 4 | 1639.000 | 0 | 0.481 | 2242 | 44 | 0.571 | 0.000 | 1 | 1 |
| 5264 | 55 | M | 3 | Graduate | Married | $60K - $80K | Blue | 49 | 3 | 1 | 4 | 5668.000 | 2517 | 0.704 | 3382 | 56 | 0.931 | 0.444 | 0 | 0 |
| 5265 | 55 | M | 1 | Uneducated | Single | $120K + | Blue | 41 | 3 | 4 | 4 | 24542.000 | 2354 | 0.314 | 984 | 24 | 0.263 | 0.096 | 1 | 1 |
| 5266 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 3 | 1 | 1959.000 | 1268 | 0.731 | 4275 | 61 | 0.649 | 0.647 | 0 | 0 |
| 5267 | 50 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 3 | 2 | 4 | 1838.000 | 0 | 0.743 | 2461 | 47 | 1.136 | 0.000 | 1 | 1 |
| 5268 | 36 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 4 | 3111.000 | 2517 | 0.646 | 2367 | 41 | 0.519 | 0.809 | 1 | 1 |
| 5269 | 39 | F | 0 | High School | Single | Less than $40K | Blue | 27 | 4 | 3 | 3 | 3927.000 | 720 | 0.630 | 4230 | 93 | 0.898 | 0.183 | 0 | 0 |
| 5270 | 38 | F | 1 | Uneducated | Married | Less than $40K | Blue | 26 | 5 | 1 | 1 | 4345.000 | 838 | 0.593 | 4770 | 62 | 0.722 | 0.193 | 0 | 0 |
| 5271 | 46 | F | 2 | Graduate | NaN | Less than $40K | Blue | 39 | 5 | 2 | 2 | 3003.000 | 1454 | 0.595 | 4378 | 96 | 0.548 | 0.484 | 0 | 0 |
| 5272 | 40 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1438.300 | 544 | 0.543 | 2294 | 40 | 0.739 | 0.378 | 1 | 1 |
| 5273 | 58 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 46 | 6 | 3 | 1 | 2541.000 | 1053 | 0.926 | 4552 | 82 | 0.745 | 0.414 | 0 | 0 |
| 5274 | 43 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2422.000 | 1014 | 0.688 | 2437 | 44 | 0.467 | 0.419 | 1 | 1 |
| 5275 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 43 | 1 | 2 | 4 | 1440.000 | 1211 | 0.465 | 2141 | 40 | 0.481 | 0.841 | 1 | 1 |
| 5276 | 58 | M | 4 | College | Single | $80K - $120K | Blue | 47 | 6 | 3 | 0 | 26108.000 | 1146 | 0.476 | 3677 | 70 | 0.892 | 0.044 | 0 | 0 |
| 5277 | 29 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 4 | 2516.000 | 2312 | 0.625 | 2321 | 36 | 0.500 | 0.919 | 1 | 1 |
| 5278 | 48 | F | 4 | Doctorate | Divorced | $40K - $60K | Blue | 35 | 4 | 3 | 2 | 3646.000 | 1047 | 0.633 | 1969 | 38 | 0.520 | 0.287 | 1 | 1 |
| 5279 | 61 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 55 | 6 | 1 | 2 | 2214.000 | 2123 | 0.640 | 4478 | 77 | 0.791 | 0.959 | 0 | 0 |
| 5280 | 51 | M | 2 | College | Single | $80K - $120K | Blue | 43 | 5 | 3 | 3 | 11862.000 | 0 | 0.520 | 4101 | 88 | 0.660 | 0.000 | 0 | 0 |
| 5281 | 44 | F | 3 | College | Married | abc | Blue | 36 | 3 | 1 | 4 | 8729.000 | 1427 | 0.829 | 5347 | 96 | 0.524 | 0.163 | 0 | 0 |
| 5282 | 35 | F | 2 | Uneducated | Single | abc | Blue | 29 | 3 | 1 | 1 | 2423.000 | 0 | 0.663 | 4651 | 69 | 0.568 | 0.000 | 0 | 0 |
| 5283 | 48 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 2 | 4073.000 | 2517 | 0.575 | 2059 | 43 | 0.433 | 0.618 | 1 | 1 |
| 5284 | 26 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 4 | 9916.000 | 0 | 0.793 | 3477 | 65 | 0.667 | 0.000 | 0 | 0 |
| 5285 | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 4 | 1438.300 | 949 | 0.736 | 4222 | 65 | 0.667 | 0.660 | 0 | 0 |
| 5286 | 38 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 3 | 3 | 3 | 6452.000 | 1151 | 0.884 | 4835 | 84 | 0.714 | 0.178 | 0 | 0 |
| 5287 | 51 | F | 1 | Doctorate | Single | Less than $40K | Blue | 45 | 5 | 3 | 1 | 1952.000 | 1411 | 0.642 | 2452 | 44 | 0.630 | 0.723 | 1 | 1 |
| 5288 | 37 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 5 | 4 | 1438.300 | 647 | 0.889 | 4803 | 64 | 0.684 | 0.450 | 0 | 0 |
| 5289 | 53 | F | 2 | Doctorate | Single | abc | Blue | 49 | 3 | 2 | 2 | 4500.000 | 0 | 0.761 | 4579 | 78 | 0.814 | 0.000 | 0 | 0 |
| 5290 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 4 | 1 | 2 | 2252.000 | 1811 | 0.680 | 4201 | 68 | 1.125 | 0.804 | 0 | 0 |
| 5291 | 39 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2370.000 | 2031 | 0.889 | 4000 | 79 | 0.975 | 0.857 | 0 | 0 |
| 5292 | 56 | F | 4 | High School | Single | $40K - $60K | Blue | 44 | 3 | 2 | 2 | 2610.000 | 1988 | 0.576 | 4127 | 69 | 0.533 | 0.762 | 0 | 0 |
| 5293 | 52 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2294.000 | 1787 | 0.748 | 3904 | 76 | 0.854 | 0.779 | 0 | 0 |
| 5294 | 51 | F | 2 | Graduate | Divorced | abc | Blue | 36 | 4 | 3 | 4 | 5062.000 | 1659 | 0.836 | 4243 | 102 | 0.672 | 0.328 | 0 | 0 |
| 5295 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 2415.000 | 1452 | 0.609 | 3970 | 68 | 0.619 | 0.601 | 0 | 0 |
| 5296 | 51 | F | 1 | High School | Single | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2918.000 | 2049 | 0.501 | 3818 | 61 | 0.605 | 0.702 | 0 | 0 |
| 5297 | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 4 | 2708.000 | 2271 | 0.610 | 4812 | 83 | 0.766 | 0.839 | 0 | 0 |
| 5298 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 4 | 3666.000 | 1739 | 0.779 | 4735 | 84 | 0.826 | 0.474 | 0 | 0 |
| 5299 | 36 | F | 4 | High School | Married | $40K - $60K | Blue | 30 | 3 | 3 | 1 | 1438.300 | 0 | 0.710 | 4591 | 74 | 0.644 | 0.000 | 0 | 0 |
| 5300 | 53 | F | 0 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 1438.300 | 0 | 0.387 | 1587 | 42 | 0.448 | 0.000 | 1 | 1 |
| 5301 | 39 | F | 3 | Uneducated | Divorced | abc | Blue | 36 | 4 | 3 | 3 | 2809.000 | 0 | 0.854 | 2466 | 40 | 0.538 | 0.000 | 1 | 1 |
| 5302 | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 5 | 2 | 4 | 26303.000 | 2376 | 0.583 | 3586 | 67 | 0.914 | 0.090 | 0 | 0 |
| 5303 | 56 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 6 | 2 | 3 | 15982.000 | 0 | 0.687 | 4503 | 80 | 0.667 | 0.000 | 0 | 0 |
| 5304 | 40 | F | 4 | Graduate | Married | abc | Blue | 25 | 6 | 2 | 1 | 25060.000 | 0 | 0.758 | 3749 | 61 | 0.743 | 0.000 | 0 | 0 |
| 5305 | 42 | F | 3 | High School | Single | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1545.000 | 751 | 0.551 | 4477 | 62 | 0.590 | 0.486 | 0 | 0 |
| 5306 | 43 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 6 | 2 | 2 | 1438.300 | 604 | 0.771 | 4469 | 85 | 0.932 | 0.420 | 0 | 0 |
| 5307 | 43 | M | 1 | Post-Graduate | NaN | $60K - $80K | Blue | 37 | 4 | 3 | 4 | 4112.000 | 1128 | 0.587 | 4446 | 75 | 0.667 | 0.274 | 0 | 0 |
| 5308 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 3 | 0 | 1451.000 | 0 | 0.500 | 3866 | 72 | 0.714 | 0.000 | 0 | 0 |
| 5309 | 49 | F | 4 | Graduate | Single | abc | Blue | 42 | 5 | 3 | 2 | 16424.000 | 1368 | 0.550 | 4025 | 79 | 0.881 | 0.083 | 0 | 0 |
| 5310 | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 4 | 2340.000 | 1680 | 0.791 | 4751 | 83 | 0.804 | 0.718 | 0 | 0 |
| 5311 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 4 | 1926.000 | 879 | 0.536 | 4385 | 71 | 0.614 | 0.456 | 0 | 0 |
| 5312 | 48 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 2954.000 | 931 | 0.575 | 2433 | 29 | 0.381 | 0.315 | 1 | 1 |
| 5313 | 36 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 1848.000 | 0 | 0.906 | 2775 | 33 | 0.435 | 0.000 | 1 | 1 |
| 5314 | 47 | F | 3 | NaN | Married | abc | Blue | 38 | 5 | 1 | 4 | 1634.000 | 1463 | 0.873 | 4397 | 72 | 0.565 | 0.895 | 0 | 0 |
| 5315 | 49 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 4328.000 | 2058 | 0.835 | 3421 | 61 | 1.033 | 0.476 | 0 | 0 |
| 5316 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 2943.000 | 2131 | 0.597 | 4554 | 75 | 0.562 | 0.724 | 0 | 0 |
| 5317 | 54 | F | 2 | NaN | Married | Less than $40K | Blue | 46 | 4 | 3 | 3 | 2611.000 | 1573 | 0.902 | 4899 | 68 | 0.581 | 0.602 | 0 | 0 |
| 5318 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 5 | 1 | 3 | 2419.000 | 0 | 0.762 | 3888 | 63 | 0.853 | 0.000 | 0 | 0 |
| 5319 | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 38 | 5 | 2 | 2 | 5481.000 | 0 | 0.784 | 3380 | 73 | 0.780 | 0.000 | 0 | 0 |
| 5320 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 25 | 4 | 1 | 1 | 2129.000 | 1507 | 0.636 | 3655 | 70 | 0.667 | 0.708 | 0 | 0 |
| 5321 | 40 | M | 3 | NaN | Married | $60K - $80K | Blue | 27 | 6 | 2 | 4 | 9026.000 | 2312 | 0.561 | 2229 | 37 | 0.762 | 0.256 | 0 | 1 |
| 5322 | 48 | M | 2 | NaN | NaN | $40K - $60K | Blue | 43 | 5 | 2 | 2 | 1761.000 | 1249 | 0.936 | 4410 | 73 | 0.622 | 0.709 | 0 | 0 |
| 5323 | 60 | M | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 3 | 4 | 3316.000 | 0 | 0.372 | 1684 | 19 | 0.188 | 0.000 | 1 | 1 |
| 5324 | 50 | F | 1 | Doctorate | Single | abc | Blue | 46 | 6 | 4 | 3 | 1970.000 | 1477 | 0.662 | 2493 | 44 | 0.571 | 0.750 | 1 | 1 |
| 5325 | 46 | F | 4 | High School | Married | Less than $40K | Blue | 41 | 6 | 3 | 1 | 1438.300 | 0 | 0.921 | 4200 | 86 | 0.536 | 0.000 | 0 | 0 |
| 5326 | 35 | F | 3 | Uneducated | Married | abc | Blue | 29 | 3 | 3 | 1 | 2278.000 | 1303 | 0.645 | 5101 | 76 | 0.617 | 0.572 | 0 | 0 |
| 5327 | 65 | M | 1 | NaN | Single | $40K - $60K | Blue | 56 | 6 | 2 | 4 | 13364.000 | 1318 | 1.063 | 4548 | 54 | 0.862 | 0.099 | 0 | 0 |
| 5328 | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 2801.000 | 2467 | 0.701 | 4926 | 90 | 0.731 | 0.881 | 0 | 0 |
| 5329 | 44 | M | 2 | Graduate | Single | abc | Blue | 36 | 6 | 3 | 1 | 28292.000 | 0 | 0.542 | 3948 | 60 | 0.538 | 0.000 | 0 | 0 |
| 5330 | 35 | F | 4 | College | Married | Less than $40K | Blue | 31 | 3 | 3 | 4 | 2933.000 | 1011 | 0.814 | 5089 | 71 | 0.868 | 0.345 | 0 | 0 |
| 5331 | 45 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 21630.000 | 0 | 0.804 | 4584 | 84 | 0.750 | 0.000 | 0 | 0 |
| 5332 | 56 | F | 1 | NaN | Married | Less than $40K | Blue | 45 | 4 | 1 | 2 | 3132.000 | 2230 | 0.780 | 4412 | 73 | 0.659 | 0.712 | 0 | 0 |
| 5333 | 50 | F | 1 | High School | Married | $40K - $60K | Blue | 43 | 4 | 3 | 4 | 2961.000 | 2048 | 0.913 | 4056 | 92 | 0.769 | 0.692 | 0 | 0 |
| 5334 | 52 | F | 3 | Graduate | Married | abc | Blue | 39 | 3 | 3 | 2 | 4173.000 | 1771 | 0.711 | 2554 | 47 | 0.516 | 0.424 | 1 | 1 |
| 5335 | 37 | F | 1 | High School | Single | abc | Blue | 28 | 4 | 3 | 2 | 2458.000 | 642 | 0.666 | 4627 | 90 | 0.698 | 0.261 | 0 | 0 |
| 5336 | 44 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 5 | 3 | 4 | 12229.000 | 997 | 0.811 | 4284 | 75 | 0.596 | 0.082 | 0 | 0 |
| 5337 | 35 | F | 3 | Graduate | Married | Less than $40K | Blue | 21 | 3 | 1 | 1 | 2272.000 | 604 | 0.987 | 4614 | 75 | 0.974 | 0.266 | 0 | 0 |
| 5338 | 42 | M | 4 | Uneducated | Married | $120K + | Blue | 37 | 3 | 2 | 4 | 6953.000 | 1445 | 0.591 | 3700 | 80 | 0.569 | 0.208 | 0 | 0 |
| 5339 | 48 | F | 4 | College | Married | $40K - $60K | Blue | 37 | 3 | 6 | 2 | 1792.000 | 933 | 0.821 | 4120 | 78 | 0.773 | 0.521 | 0 | 0 |
| 5340 | 47 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2765.000 | 901 | 0.898 | 4990 | 80 | 0.905 | 0.326 | 0 | 0 |
| 5341 | 43 | F | 4 | NaN | Married | Less than $40K | Blue | 29 | 6 | 2 | 3 | 2895.000 | 0 | 0.663 | 2473 | 42 | 0.273 | 0.000 | 1 | 1 |
| 5342 | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 34 | 3 | 1 | 4 | 6904.000 | 1148 | 0.649 | 3485 | 84 | 0.615 | 0.166 | 0 | 0 |
| 5343 | 39 | M | 2 | High School | Married | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 2220.000 | 0 | 0.872 | 2859 | 55 | 0.833 | 0.000 | 1 | 1 |
| 5344 | 48 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 5 | 2 | 2 | 1495.000 | 0 | 0.802 | 3878 | 63 | 0.703 | 0.000 | 0 | 0 |
| 5345 | 42 | F | 5 | NaN | Married | Less than $40K | Blue | 37 | 5 | 2 | 3 | 2541.000 | 1398 | 0.635 | 4698 | 88 | 0.833 | 0.550 | 0 | 0 |
| 5346 | 34 | F | 3 | Graduate | Single | abc | Blue | 19 | 6 | 1 | 2 | 7531.000 | 0 | 1.007 | 3833 | 71 | 0.578 | 0.000 | 0 | 0 |
| 5347 | 47 | F | 4 | Post-Graduate | NaN | abc | Blue | 29 | 5 | 2 | 1 | 8644.000 | 1391 | 0.896 | 4272 | 59 | 0.686 | 0.161 | 0 | 0 |
| 5348 | 43 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 1531.000 | 0 | 0.704 | 4152 | 77 | 0.540 | 0.000 | 0 | 0 |
| 5349 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 3 | 3 | 4 | 2884.000 | 2104 | 0.857 | 4486 | 93 | 0.860 | 0.730 | 0 | 0 |
| 5350 | 55 | F | 2 | NaN | Single | abc | Blue | 36 | 4 | 3 | 2 | 10241.000 | 1545 | 0.581 | 2513 | 47 | 0.424 | 0.151 | 1 | 1 |
| 5351 | 50 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 38 | 3 | 1 | 4 | 4182.000 | 0 | 0.853 | 4693 | 82 | 0.608 | 0.000 | 0 | 0 |
| 5352 | 44 | F | 1 | Graduate | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 3101.000 | 0 | 0.660 | 2512 | 37 | 0.370 | 0.000 | 1 | 1 |
| 5353 | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 4 | 2 | 4542.000 | 1355 | 0.480 | 4011 | 70 | 0.556 | 0.298 | 0 | 0 |
| 5354 | 40 | F | 3 | College | Single | Less than $40K | Blue | 22 | 4 | 2 | 4 | 3372.000 | 2517 | 0.729 | 4209 | 72 | 0.756 | 0.746 | 0 | 0 |
| 5355 | 40 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 3099.000 | 0 | 0.720 | 3622 | 75 | 0.667 | 0.000 | 0 | 0 |
| 5356 | 41 | F | 3 | High School | Divorced | abc | Blue | 31 | 3 | 1 | 2 | 2416.000 | 1305 | 0.930 | 4163 | 73 | 0.698 | 0.540 | 0 | 0 |
| 5357 | 52 | F | 2 | Uneducated | Married | Less than $40K | Blue | 48 | 3 | 2 | 4 | 5299.000 | 578 | 0.931 | 4509 | 79 | 0.717 | 0.109 | 0 | 0 |
| 5358 | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 1 | 4 | 2138.000 | 1283 | 0.645 | 4785 | 85 | 0.518 | 0.600 | 0 | 0 |
| 5359 | 47 | F | 1 | NaN | Married | Less than $40K | Blue | 35 | 6 | 2 | 4 | 1850.000 | 896 | 0.724 | 2613 | 41 | 0.708 | 0.484 | 1 | 1 |
| 5360 | 53 | F | 1 | College | NaN | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 3585.000 | 0 | 0.782 | 4806 | 81 | 0.653 | 0.000 | 0 | 0 |
| 5361 | 48 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 32 | 6 | 1 | 3 | 2690.000 | 1903 | 0.824 | 4567 | 81 | 0.800 | 0.707 | 0 | 0 |
| 5362 | 62 | M | 0 | Graduate | NaN | $80K - $120K | Blue | 56 | 5 | 3 | 2 | 29100.000 | 1228 | 0.722 | 5041 | 74 | 0.805 | 0.042 | 0 | 0 |
| 5363 | 59 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 53 | 4 | 5 | 4 | 2699.000 | 2422 | 0.773 | 2599 | 43 | 0.433 | 0.897 | 1 | 1 |
| 5364 | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 35 | 6 | 2 | 1 | 8376.000 | 1165 | 0.888 | 4142 | 67 | 0.634 | 0.139 | 0 | 0 |
| 5365 | 50 | M | 3 | NaN | Single | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 13509.000 | 2060 | 0.729 | 3702 | 64 | 0.829 | 0.152 | 0 | 0 |
| 5366 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 2396.000 | 2217 | 0.978 | 4593 | 74 | 0.721 | 0.925 | 0 | 0 |
| 5367 | 50 | M | 1 | Doctorate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 18964.000 | 2207 | 0.625 | 3835 | 78 | 0.625 | 0.116 | 0 | 0 |
| 5368 | 40 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 2 | 2114.000 | 1618 | 0.664 | 4518 | 88 | 0.692 | 0.765 | 0 | 0 |
| 5369 | 39 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1623.000 | 729 | 0.886 | 4423 | 65 | 0.806 | 0.449 | 0 | 0 |
| 5370 | 40 | F | 1 | High School | Divorced | Less than $40K | Blue | 30 | 6 | 2 | 1 | 2579.000 | 1959 | 0.618 | 4300 | 69 | 0.683 | 0.760 | 0 | 0 |
| 5371 | 41 | M | 4 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 2 | 4 | 5045.000 | 2080 | 0.738 | 2042 | 40 | 0.481 | 0.412 | 1 | 1 |
| 5372 | 35 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2089.000 | 0 | 0.871 | 2707 | 51 | 0.500 | 0.000 | 1 | 1 |
| 5373 | 48 | F | 5 | Uneducated | Married | $40K - $60K | Blue | 43 | 4 | 1 | 3 | 2866.000 | 921 | 0.654 | 4615 | 72 | 0.600 | 0.321 | 0 | 0 |
| 5374 | 49 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 6 | 6 | 3 | 9738.000 | 1835 | 0.763 | 4816 | 49 | 0.885 | 0.188 | 0 | 0 |
| 5375 | 55 | M | 2 | Doctorate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 4370.000 | 0 | 0.791 | 4326 | 74 | 0.721 | 0.000 | 0 | 0 |
| 5376 | 58 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 3355.000 | 1878 | 0.725 | 4578 | 84 | 0.953 | 0.560 | 0 | 0 |
| 5377 | 43 | F | 2 | High School | Single | $40K - $60K | Blue | 38 | 4 | 2 | 2 | 5070.000 | 0 | 0.670 | 4193 | 67 | 0.811 | 0.000 | 0 | 0 |
| 5378 | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 0 | 2572.000 | 1161 | 0.569 | 4315 | 85 | 0.518 | 0.451 | 0 | 0 |
| 5379 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 4 | 2 | 3 | 2016.000 | 978 | 0.736 | 4379 | 78 | 0.950 | 0.485 | 0 | 0 |
| 5380 | 55 | F | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 3552.000 | 2517 | 0.865 | 2665 | 36 | 0.333 | 0.709 | 1 | 1 |
| 5381 | 43 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2325.000 | 238 | 0.640 | 2306 | 47 | 0.621 | 0.102 | 1 | 1 |
| 5382 | 46 | F | 4 | High School | NaN | Less than $40K | Blue | 37 | 3 | 1 | 4 | 2533.000 | 2136 | 0.757 | 3197 | 50 | 1.174 | 0.843 | 0 | 0 |
| 5383 | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 3871.000 | 2055 | 0.824 | 5480 | 58 | 0.933 | 0.531 | 0 | 1 |
| 5384 | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 20 | 5 | 1 | 5 | 3983.000 | 431 | 0.887 | 3098 | 46 | 0.438 | 0.108 | 1 | 1 |
| 5385 | 61 | F | 0 | Graduate | Married | abc | Blue | 36 | 6 | 2 | 3 | 2035.000 | 1883 | 0.955 | 4802 | 85 | 0.604 | 0.925 | 0 | 0 |
| 5386 | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 39 | 4 | 3 | 4 | 1773.000 | 1539 | 0.893 | 4087 | 74 | 0.762 | 0.868 | 0 | 0 |
| 5387 | 42 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 28 | 6 | 2 | 4 | 2029.000 | 1377 | 0.838 | 4014 | 86 | 0.686 | 0.679 | 0 | 0 |
| 5388 | 45 | M | 2 | High School | Single | $120K + | Blue | 33 | 6 | 3 | 2 | 15490.000 | 0 | 0.742 | 2429 | 50 | 0.471 | 0.000 | 1 | 1 |
| 5389 | 56 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 48 | 6 | 2 | 2 | 2941.000 | 1619 | 0.900 | 5000 | 87 | 0.673 | 0.550 | 0 | 0 |
| 5390 | 42 | F | 4 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2314.000 | 1547 | 0.804 | 4678 | 74 | 1.000 | 0.669 | 0 | 0 |
| 5391 | 40 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 5 | 2 | 1 | 4212.000 | 2517 | 0.718 | 2725 | 41 | 0.519 | 0.598 | 1 | 1 |
| 5392 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 6248.000 | 1493 | 0.597 | 4664 | 60 | 0.579 | 0.239 | 0 | 0 |
| 5393 | 40 | M | 2 | High School | Divorced | $40K - $60K | Blue | 35 | 3 | 1 | 1 | 2430.000 | 974 | 0.677 | 4344 | 75 | 0.596 | 0.401 | 0 | 0 |
| 5394 | 48 | M | 4 | NaN | Single | $80K - $120K | Blue | 38 | 5 | 2 | 3 | 5543.000 | 1372 | 0.744 | 5266 | 79 | 0.795 | 0.248 | 0 | 0 |
| 5395 | 42 | F | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 4 | 3 | 2 | 2470.000 | 2013 | 0.970 | 4384 | 82 | 1.000 | 0.815 | 0 | 0 |
| 5396 | 49 | F | 4 | Doctorate | Single | $40K - $60K | Blue | 39 | 5 | 3 | 1 | 3255.000 | 603 | 0.617 | 4045 | 62 | 0.824 | 0.185 | 0 | 0 |
| 5397 | 44 | F | 4 | NaN | Married | $40K - $60K | Blue | 31 | 4 | 3 | 5 | 1691.000 | 1327 | 0.774 | 2345 | 33 | 0.435 | 0.785 | 1 | 1 |
| 5398 | 43 | M | 4 | Doctorate | NaN | $60K - $80K | Blue | 28 | 3 | 2 | 4 | 18229.000 | 0 | 0.544 | 2060 | 39 | 0.625 | 0.000 | 1 | 1 |
| 5399 | 48 | F | 3 | Uneducated | Single | abc | Blue | 40 | 3 | 4 | 4 | 2827.000 | 1182 | 0.902 | 4583 | 72 | 1.000 | 0.418 | 0 | 0 |
| 5400 | 43 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 2 | 4 | 2351.000 | 2127 | 0.703 | 4278 | 71 | 0.821 | 0.905 | 0 | 0 |
| 5401 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 4202.000 | 2201 | 0.714 | 4385 | 78 | 0.660 | 0.524 | 0 | 0 |
| 5402 | 40 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 4712.000 | 0 | 0.840 | 4216 | 82 | 0.640 | 0.000 | 0 | 0 |
| 5403 | 53 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 1 | 2611.000 | 787 | 0.298 | 2955 | 56 | 0.600 | 0.301 | 0 | 1 |
| 5404 | 38 | F | 2 | NaN | Single | Less than $40K | Blue | 28 | 6 | 2 | 1 | 3206.000 | 2459 | 0.696 | 3852 | 65 | 0.625 | 0.767 | 0 | 0 |
| 5405 | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 5245.000 | 802 | 0.504 | 3648 | 74 | 0.574 | 0.153 | 0 | 0 |
| 5406 | 39 | M | 3 | High School | Married | $60K - $80K | Blue | 27 | 6 | 2 | 1 | 2583.000 | 0 | 0.781 | 4162 | 87 | 0.812 | 0.000 | 0 | 0 |
| 5407 | 59 | F | 0 | Graduate | NaN | abc | Blue | 55 | 4 | 3 | 3 | 1438.300 | 755 | 0.620 | 4222 | 75 | 0.744 | 0.525 | 0 | 0 |
| 5408 | 40 | M | 3 | Post-Graduate | Married | $120K + | Blue | 36 | 4 | 2 | 4 | 7464.000 | 2517 | 0.900 | 4348 | 62 | 0.879 | 0.337 | 0 | 0 |
| 5409 | 54 | F | 3 | Graduate | Married | abc | Blue | 36 | 6 | 1 | 2 | 4928.000 | 1805 | 0.641 | 4767 | 90 | 0.698 | 0.366 | 0 | 0 |
| 5410 | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 34 | 4 | 2 | 4 | 9863.000 | 686 | 0.581 | 3068 | 58 | 0.933 | 0.070 | 0 | 0 |
| 5411 | 44 | F | 3 | College | NaN | Less than $40K | Blue | 39 | 6 | 1 | 3 | 5024.000 | 2209 | 0.660 | 4908 | 73 | 0.659 | 0.440 | 0 | 0 |
| 5412 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 4 | 1 | 3 | 1438.300 | 0 | 0.801 | 4287 | 80 | 0.667 | 0.000 | 0 | 0 |
| 5413 | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 1452.000 | 0 | 0.553 | 2287 | 42 | 0.500 | 0.000 | 1 | 1 |
| 5414 | 50 | F | 5 | Uneducated | Married | abc | Blue | 34 | 5 | 5 | 2 | 3317.000 | 1041 | 0.923 | 4264 | 75 | 1.027 | 0.314 | 0 | 0 |
| 5415 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 1 | 3 | 3 | 1438.300 | 811 | 0.571 | 2336 | 46 | 0.278 | 0.564 | 1 | 1 |
| 5416 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 22 | 4 | 2 | 4 | 2448.000 | 1740 | 0.901 | 4087 | 81 | 0.841 | 0.711 | 0 | 0 |
| 5417 | 49 | F | 3 | NaN | Single | Less than $40K | Blue | 44 | 4 | 2 | 4 | 1546.000 | 0 | 0.793 | 4496 | 83 | 0.660 | 0.000 | 0 | 0 |
| 5418 | 36 | F | 3 | Graduate | Single | $40K - $60K | Blue | 22 | 1 | 3 | 1 | 2013.000 | 0 | 0.602 | 2425 | 50 | 0.923 | 0.000 | 1 | 1 |
| 5419 | 53 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 42 | 6 | 1 | 2 | 2293.000 | 1460 | 0.658 | 4436 | 74 | 0.542 | 0.637 | 0 | 0 |
| 5420 | 52 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 40 | 3 | 1 | 1 | 1438.300 | 512 | 0.776 | 4791 | 82 | 0.708 | 0.356 | 0 | 0 |
| 5421 | 53 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2819.000 | 0 | 0.400 | 2128 | 39 | 0.444 | 0.000 | 1 | 1 |
| 5422 | 37 | M | 4 | Doctorate | Single | $60K - $80K | Blue | 31 | 6 | 3 | 0 | 1702.000 | 1018 | 0.645 | 4301 | 86 | 0.720 | 0.598 | 0 | 0 |
| 5423 | 52 | F | 1 | NaN | Married | $40K - $60K | Blue | 45 | 5 | 1 | 1 | 1611.000 | 938 | 0.601 | 4087 | 86 | 0.911 | 0.582 | 0 | 0 |
| 5424 | 49 | F | 2 | NaN | Married | $40K - $60K | Blue | 35 | 4 | 1 | 1 | 1438.300 | 0 | 0.618 | 4348 | 79 | 0.646 | 0.000 | 0 | 0 |
| 5425 | 39 | F | 4 | NaN | Single | Less than $40K | Blue | 29 | 5 | 3 | 0 | 2863.000 | 1940 | 0.823 | 4985 | 90 | 0.636 | 0.678 | 0 | 0 |
| 5426 | 39 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 1 | 4 | 3272.000 | 2323 | 1.123 | 4763 | 86 | 0.593 | 0.710 | 0 | 0 |
| 5427 | 42 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2677.000 | 2517 | 0.609 | 3911 | 76 | 0.810 | 0.940 | 0 | 0 |
| 5428 | 40 | F | 2 | Uneducated | Married | Less than $40K | Blue | 26 | 3 | 2 | 1 | 2708.000 | 0 | 0.572 | 4277 | 90 | 0.636 | 0.000 | 0 | 0 |
| 5429 | 41 | F | 3 | Doctorate | Single | Less than $40K | Blue | 31 | 4 | 2 | 1 | 1738.000 | 0 | 0.654 | 4220 | 68 | 0.889 | 0.000 | 0 | 0 |
| 5430 | 46 | F | 2 | Uneducated | NaN | $40K - $60K | Blue | 35 | 6 | 2 | 1 | 6145.000 | 1349 | 0.971 | 4893 | 93 | 0.824 | 0.220 | 0 | 0 |
| 5431 | 45 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 3 | 1640.000 | 999 | 0.811 | 4597 | 77 | 0.878 | 0.609 | 0 | 0 |
| 5432 | 38 | F | 3 | Graduate | Single | abc | Blue | 21 | 5 | 1 | 3 | 2348.000 | 1028 | 0.469 | 5125 | 71 | 0.578 | 0.438 | 0 | 0 |
| 5433 | 53 | F | 3 | NaN | Married | Less than $40K | Blue | 48 | 5 | 1 | 2 | 1657.000 | 0 | 0.664 | 4068 | 73 | 0.622 | 0.000 | 0 | 0 |
| 5434 | 37 | F | 3 | Graduate | Married | abc | Blue | 30 | 5 | 3 | 3 | 4554.000 | 780 | 0.658 | 4816 | 81 | 0.588 | 0.171 | 0 | 0 |
| 5435 | 52 | M | 3 | College | NaN | $120K + | Blue | 47 | 5 | 6 | 3 | 5119.000 | 1972 | 0.835 | 5146 | 88 | 0.956 | 0.385 | 0 | 0 |
| 5436 | 39 | F | 2 | College | Single | abc | Blue | 35 | 6 | 2 | 2 | 10600.000 | 598 | 0.843 | 4586 | 81 | 0.929 | 0.056 | 0 | 0 |
| 5437 | 49 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 39 | 2 | 3 | 4 | 20769.000 | 901 | 0.371 | 1835 | 43 | 0.720 | 0.043 | 1 | 1 |
| 5438 | 50 | M | 1 | Uneducated | Married | $120K + | Blue | 23 | 5 | 2 | 1 | 7116.000 | 981 | 0.858 | 4748 | 85 | 0.735 | 0.138 | 0 | 0 |
| 5439 | 51 | F | 3 | Graduate | Single | abc | Blue | 45 | 4 | 3 | 4 | 2420.000 | 2379 | 0.741 | 4348 | 86 | 0.955 | 0.983 | 0 | 0 |
| 5440 | 54 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 5 | 2 | 4 | 2082.000 | 805 | 1.049 | 4383 | 75 | 0.875 | 0.387 | 0 | 0 |
| 5441 | 44 | F | 4 | Doctorate | NaN | Less than $40K | Blue | 34 | 5 | 2 | 2 | 2718.000 | 1718 | 0.679 | 4423 | 68 | 0.619 | 0.632 | 0 | 0 |
| 5442 | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 46 | 6 | 2 | 4 | 5626.000 | 778 | 1.009 | 4957 | 84 | 1.049 | 0.138 | 0 | 0 |
| 5443 | 49 | F | 5 | Graduate | Divorced | $40K - $60K | Blue | 40 | 6 | 4 | 2 | 2920.000 | 0 | 0.516 | 2306 | 39 | 0.625 | 0.000 | 1 | 1 |
| 5444 | 59 | M | 0 | Post-Graduate | Married | $80K - $120K | Blue | 46 | 5 | 4 | 2 | 6526.000 | 489 | 0.678 | 2331 | 45 | 0.452 | 0.075 | 1 | 1 |
| 5445 | 37 | F | 1 | High School | Single | $40K - $60K | Blue | 27 | 4 | 2 | 2 | 1793.000 | 792 | 0.723 | 2374 | 40 | 0.429 | 0.442 | 1 | 1 |
| 5446 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 4 | 1 | 4 | 2798.000 | 1963 | 0.805 | 4255 | 64 | 0.561 | 0.702 | 0 | 0 |
| 5447 | 52 | F | 2 | High School | Divorced | Less than $40K | Blue | 32 | 6 | 3 | 4 | 2427.000 | 1581 | 0.694 | 3857 | 69 | 0.816 | 0.651 | 0 | 0 |
| 5448 | 55 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 48 | 4 | 1 | 1 | 3011.000 | 2138 | 0.565 | 4439 | 75 | 0.875 | 0.710 | 0 | 0 |
| 5449 | 41 | F | 3 | College | Married | abc | Blue | 35 | 6 | 2 | 4 | 2255.000 | 1769 | 0.767 | 4717 | 83 | 0.804 | 0.784 | 0 | 0 |
| 5450 | 40 | F | 2 | High School | Single | abc | Blue | 30 | 6 | 3 | 4 | 6479.000 | 0 | 0.946 | 2539 | 42 | 0.500 | 0.000 | 1 | 1 |
| 5451 | 41 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 37 | 5 | 1 | 4 | 7492.000 | 1399 | 0.533 | 3668 | 67 | 0.675 | 0.187 | 0 | 0 |
| 5452 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 41 | 6 | 1 | 3 | 3632.000 | 1294 | 0.924 | 4339 | 86 | 0.686 | 0.356 | 0 | 0 |
| 5453 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 28 | 5 | 1 | 3 | 1744.000 | 0 | 0.702 | 4811 | 86 | 0.686 | 0.000 | 0 | 0 |
| 5454 | 52 | F | 2 | Graduate | Married | abc | Blue | 36 | 5 | 3 | 1 | 5905.000 | 2248 | 0.728 | 4042 | 80 | 0.860 | 0.381 | 0 | 0 |
| 5455 | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 4 | 1 | 4 | 2573.000 | 1280 | 0.718 | 4289 | 81 | 0.841 | 0.497 | 0 | 0 |
| 5456 | 45 | M | 0 | NaN | Married | $80K - $120K | Blue | 37 | 4 | 3 | 2 | 9654.000 | 2035 | 0.648 | 4221 | 67 | 0.634 | 0.211 | 0 | 0 |
| 5457 | 41 | M | 4 | Graduate | NaN | $40K - $60K | Blue | 24 | 4 | 2 | 2 | 1605.000 | 0 | 0.637 | 4418 | 68 | 0.659 | 0.000 | 0 | 0 |
| 5458 | 49 | F | 4 | NaN | Single | Less than $40K | Silver | 37 | 1 | 2 | 2 | 10195.000 | 2389 | 0.427 | 1563 | 36 | 0.440 | 0.234 | 1 | 1 |
| 5459 | 49 | M | 3 | College | Single | $60K - $80K | Gold | 36 | 5 | 3 | 1 | 34516.000 | 1255 | 0.731 | 3847 | 73 | 0.698 | 0.036 | 0 | 0 |
| 5460 | 43 | M | 4 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 3 | 3 | 10573.000 | 0 | 0.794 | 2237 | 43 | 0.387 | 0.000 | 1 | 1 |
| 5461 | 47 | F | 2 | College | Single | Less than $40K | Blue | 40 | 4 | 3 | 3 | 1789.000 | 1088 | 0.683 | 4191 | 90 | 0.525 | 0.608 | 0 | 0 |
| 5462 | 26 | F | 0 | NaN | Single | abc | Blue | 36 | 3 | 3 | 2 | 7595.000 | 1032 | 1.035 | 4080 | 72 | 0.800 | 0.136 | 0 | 0 |
| 5463 | 51 | M | 3 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 0 | 3272.000 | 1896 | 0.725 | 4220 | 74 | 0.897 | 0.579 | 0 | 0 |
| 5464 | 33 | F | 0 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 1 | 3 | 2382.000 | 1565 | 0.730 | 4011 | 68 | 0.838 | 0.657 | 0 | 0 |
| 5465 | 52 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 6 | 4 | 1 | 1981.000 | 1448 | 0.723 | 4639 | 61 | 0.743 | 0.731 | 0 | 0 |
| 5466 | 51 | M | 2 | Post-Graduate | Single | $120K + | Blue | 45 | 4 | 2 | 2 | 22294.000 | 0 | 0.647 | 3444 | 71 | 0.614 | 0.000 | 0 | 0 |
| 5467 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 43 | 5 | 3 | 4 | 2574.000 | 1555 | 0.583 | 4134 | 62 | 0.550 | 0.604 | 0 | 0 |
| 5468 | 30 | F | 0 | High School | Single | Less than $40K | Blue | 20 | 3 | 3 | 4 | 2112.000 | 1109 | 0.693 | 4729 | 78 | 0.733 | 0.525 | 0 | 0 |
| 5469 | 65 | F | 0 | NaN | Single | Less than $40K | Blue | 56 | 3 | 2 | 2 | 5441.000 | 812 | 0.534 | 4480 | 76 | 0.551 | 0.149 | 0 | 0 |
| 5470 | 43 | F | 3 | NaN | Married | $40K - $60K | Blue | 32 | 3 | 2 | 4 | 4391.000 | 0 | 0.757 | 4741 | 78 | 0.814 | 0.000 | 0 | 0 |
| 5471 | 42 | F | 5 | College | Single | Less than $40K | Blue | 28 | 4 | 3 | 2 | 3044.000 | 1865 | 0.852 | 4854 | 85 | 1.024 | 0.613 | 0 | 0 |
| 5472 | 57 | M | 1 | High School | Married | $40K - $60K | Blue | 45 | 3 | 3 | 2 | 2721.000 | 2159 | 0.846 | 4578 | 81 | 0.653 | 0.793 | 0 | 0 |
| 5473 | 62 | F | 0 | NaN | Single | $40K - $60K | Blue | 56 | 6 | 1 | 2 | 4467.000 | 0 | 0.888 | 4007 | 74 | 0.542 | 0.000 | 0 | 0 |
| 5474 | 48 | M | 4 | College | Single | $80K - $120K | Blue | 31 | 6 | 1 | 3 | 5033.000 | 0 | 0.597 | 4054 | 82 | 0.822 | 0.000 | 0 | 0 |
| 5475 | 61 | F | 1 | High School | NaN | Less than $40K | Blue | 50 | 5 | 1 | 2 | 8604.000 | 1075 | 0.464 | 4705 | 65 | 0.806 | 0.125 | 0 | 0 |
| 5476 | 43 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2325.000 | 1662 | 0.800 | 4471 | 83 | 0.804 | 0.715 | 0 | 0 |
| 5477 | 60 | F | 0 | Doctorate | Single | Less than $40K | Blue | 42 | 5 | 3 | 3 | 2758.000 | 1429 | 0.718 | 5124 | 74 | 0.644 | 0.518 | 0 | 0 |
| 5478 | 45 | M | 1 | Graduate | Married | $80K - $120K | Blue | 34 | 3 | 2 | 2 | 9705.000 | 850 | 0.481 | 2001 | 34 | 0.889 | 0.088 | 0 | 1 |
| 5479 | 41 | F | 0 | High School | Married | Less than $40K | Blue | 31 | 4 | 2 | 4 | 2685.000 | 1647 | 0.812 | 4625 | 94 | 0.516 | 0.613 | 0 | 0 |
| 5480 | 60 | F | 2 | College | Single | Less than $40K | Blue | 54 | 5 | 3 | 2 | 2694.000 | 1923 | 0.714 | 3837 | 71 | 0.732 | 0.714 | 0 | 0 |
| 5481 | 40 | F | 4 | High School | Single | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 1554.000 | 412 | 0.568 | 2341 | 43 | 0.483 | 0.265 | 1 | 1 |
| 5482 | 63 | F | 0 | NaN | Single | Less than $40K | Blue | 48 | 5 | 2 | 1 | 1438.300 | 0 | 0.923 | 3383 | 61 | 1.103 | 0.000 | 0 | 0 |
| 5483 | 42 | F | 4 | NaN | Single | $40K - $60K | Blue | 35 | 4 | 3 | 3 | 1786.000 | 1316 | 0.704 | 4306 | 73 | 1.086 | 0.737 | 0 | 0 |
| 5484 | 48 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 4 | 2648.000 | 0 | 0.715 | 3880 | 74 | 0.721 | 0.000 | 0 | 0 |
| 5485 | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2477.000 | 2123 | 0.699 | 4349 | 69 | 0.725 | 0.857 | 0 | 0 |
| 5486 | 51 | F | 1 | Doctorate | Married | abc | Blue | 45 | 6 | 2 | 1 | 7336.000 | 1031 | 0.658 | 3812 | 67 | 0.675 | 0.141 | 0 | 0 |
| 5487 | 42 | M | 3 | High School | Single | $80K - $120K | Silver | 32 | 3 | 3 | 3 | 34516.000 | 1396 | 0.688 | 3748 | 62 | 0.938 | 0.040 | 0 | 0 |
| 5488 | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2479.000 | 1759 | 0.810 | 4562 | 86 | 0.720 | 0.710 | 0 | 0 |
| 5489 | 42 | F | 4 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 3 | 9396.000 | 1870 | 0.714 | 4301 | 71 | 0.651 | 0.199 | 0 | 0 |
| 5490 | 44 | F | 2 | Graduate | NaN | Less than $40K | Blue | 34 | 3 | 2 | 2 | 2561.000 | 1491 | 0.733 | 4869 | 70 | 0.522 | 0.582 | 0 | 0 |
| 5491 | 43 | F | 2 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 4020.000 | 0 | 0.563 | 1952 | 39 | 0.345 | 0.000 | 1 | 1 |
| 5492 | 43 | M | 3 | NaN | Married | $60K - $80K | Silver | 30 | 4 | 3 | 4 | 25856.000 | 1281 | 0.975 | 3303 | 70 | 0.795 | 0.050 | 0 | 0 |
| 5493 | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 4 | 2 | 7398.000 | 1581 | 0.428 | 4311 | 73 | 0.921 | 0.214 | 0 | 0 |
| 5494 | 51 | M | 3 | High School | Single | $80K - $120K | Silver | 38 | 5 | 3 | 4 | 34516.000 | 1802 | 0.912 | 4544 | 80 | 0.569 | 0.052 | 0 | 0 |
| 5495 | 52 | F | 1 | Uneducated | Single | abc | Blue | 47 | 6 | 1 | 3 | 4058.000 | 1349 | 0.723 | 4388 | 72 | 0.600 | 0.332 | 0 | 0 |
| 5496 | 51 | F | 2 | College | Married | Less than $40K | Blue | 25 | 4 | 3 | 3 | 3042.000 | 0 | 0.578 | 4781 | 79 | 0.756 | 0.000 | 0 | 0 |
| 5497 | 60 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2688.000 | 1617 | 0.552 | 4183 | 71 | 0.614 | 0.602 | 0 | 0 |
| 5498 | 38 | F | 2 | NaN | Married | abc | Blue | 33 | 4 | 3 | 3 | 3388.000 | 0 | 0.368 | 1959 | 52 | 0.857 | 0.000 | 1 | 1 |
| 5499 | 43 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 4902.000 | 2517 | 0.982 | 4508 | 69 | 0.643 | 0.513 | 0 | 1 |
| 5500 | 45 | F | 4 | NaN | Married | abc | Blue | 37 | 4 | 2 | 1 | 3241.000 | 0 | 0.629 | 4992 | 80 | 0.739 | 0.000 | 0 | 0 |
| 5501 | 48 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 34 | 3 | 1 | 4 | 5069.000 | 1843 | 0.826 | 4055 | 66 | 0.692 | 0.364 | 0 | 0 |
| 5502 | 43 | M | 3 | NaN | Divorced | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 13625.000 | 0 | 0.930 | 3902 | 62 | 0.632 | 0.000 | 0 | 0 |
| 5503 | 46 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 32 | 5 | 2 | 3 | 8766.000 | 0 | 0.702 | 2263 | 35 | 0.522 | 0.000 | 1 | 1 |
| 5504 | 50 | M | 1 | College | Single | $40K - $60K | Blue | 41 | 3 | 1 | 1 | 2800.000 | 1338 | 0.818 | 4869 | 90 | 0.800 | 0.478 | 0 | 0 |
| 5505 | 34 | F | 4 | Uneducated | Single | abc | Blue | 21 | 6 | 3 | 2 | 9005.000 | 1994 | 0.919 | 5223 | 89 | 0.712 | 0.221 | 0 | 0 |
| 5506 | 56 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 2713.000 | 1990 | 0.700 | 4027 | 67 | 0.634 | 0.734 | 0 | 0 |
| 5507 | 53 | F | 5 | Doctorate | Single | Less than $40K | Blue | 38 | 3 | 2 | 3 | 1438.300 | 0 | 0.367 | 1935 | 47 | 0.469 | 0.000 | 1 | 1 |
| 5508 | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 39 | 3 | 1 | 0 | 1746.000 | 0 | 0.763 | 4543 | 75 | 0.974 | 0.000 | 0 | 0 |
| 5509 | 49 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 41 | 3 | 3 | 4 | 2930.000 | 1901 | 0.638 | 4041 | 75 | 0.596 | 0.649 | 0 | 0 |
| 5510 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2178.000 | 1455 | 1.001 | 5363 | 76 | 0.810 | 0.668 | 0 | 0 |
| 5511 | 35 | F | 1 | High School | Married | abc | Blue | 23 | 3 | 3 | 1 | 1438.300 | 0 | 0.751 | 3995 | 82 | 0.608 | 0.000 | 0 | 0 |
| 5512 | 42 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 34 | 5 | 3 | 2 | 2021.000 | 1281 | 0.847 | 4642 | 97 | 0.672 | 0.634 | 0 | 0 |
| 5513 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 3 | 3 | 4 | 1842.000 | 625 | 0.729 | 2650 | 43 | 0.483 | 0.339 | 1 | 1 |
| 5514 | 49 | M | 3 | Graduate | Single | $120K + | Blue | 29 | 5 | 2 | 2 | 18284.000 | 1144 | 0.767 | 4846 | 92 | 0.736 | 0.063 | 0 | 0 |
| 5515 | 41 | M | 2 | Uneducated | Married | $80K - $120K | Gold | 33 | 5 | 3 | 2 | 34516.000 | 1642 | 0.891 | 4161 | 71 | 0.868 | 0.048 | 0 | 0 |
| 5516 | 42 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 5 | 3 | 4 | 1696.000 | 0 | 0.666 | 4397 | 70 | 0.628 | 0.000 | 0 | 0 |
| 5517 | 52 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 40 | 4 | 1 | 3 | 7215.000 | 0 | 0.829 | 4409 | 75 | 0.974 | 0.000 | 0 | 0 |
| 5518 | 52 | F | 0 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 2 | 1793.000 | 1284 | 0.902 | 3989 | 62 | 0.938 | 0.716 | 0 | 0 |
| 5519 | 52 | F | 2 | High School | Married | $40K - $60K | Blue | 44 | 3 | 3 | 1 | 5731.000 | 0 | 0.685 | 4751 | 85 | 0.932 | 0.000 | 0 | 0 |
| 5520 | 44 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 2 | 2 | 2417.000 | 0 | 0.389 | 1848 | 38 | 0.407 | 0.000 | 1 | 1 |
| 5521 | 48 | F | 3 | College | Single | $40K - $60K | Blue | 37 | 6 | 3 | 1 | 1438.300 | 0 | 0.777 | 5035 | 76 | 0.767 | 0.000 | 0 | 0 |
| 5522 | 51 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 40 | 4 | 2 | 2 | 21800.000 | 893 | 0.445 | 3820 | 62 | 0.676 | 0.041 | 0 | 0 |
| 5523 | 53 | F | 3 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 1547.000 | 0 | 0.845 | 2312 | 43 | 0.303 | 0.000 | 1 | 1 |
| 5524 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 1485.000 | 736 | 0.622 | 4198 | 65 | 0.912 | 0.496 | 0 | 0 |
| 5525 | 44 | M | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 4 | 1 | 3 | 2505.000 | 2282 | 0.712 | 4333 | 77 | 0.833 | 0.911 | 0 | 0 |
| 5526 | 49 | F | 4 | Graduate | NaN | $40K - $60K | Blue | 35 | 3 | 3 | 2 | 2631.000 | 1699 | 0.668 | 4691 | 92 | 0.704 | 0.646 | 0 | 0 |
| 5527 | 48 | F | 4 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2700.000 | 2480 | 0.686 | 2396 | 49 | 0.531 | 0.919 | 1 | 1 |
| 5528 | 48 | M | 4 | College | Single | $60K - $80K | Blue | 30 | 4 | 2 | 2 | 3307.000 | 2234 | 0.818 | 4006 | 68 | 0.838 | 0.676 | 0 | 0 |
| 5529 | 38 | F | 3 | Graduate | Divorced | abc | Blue | 33 | 6 | 2 | 3 | 29638.000 | 857 | 0.481 | 3429 | 78 | 0.696 | 0.029 | 0 | 0 |
| 5530 | 34 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 26 | 3 | 2 | 5 | 2066.000 | 347 | 0.511 | 2157 | 37 | 0.321 | 0.168 | 1 | 1 |
| 5531 | 46 | F | 4 | NaN | Single | Less than $40K | Blue | 26 | 6 | 1 | 3 | 1859.000 | 1379 | 0.836 | 4260 | 72 | 0.714 | 0.742 | 0 | 0 |
| 5532 | 45 | M | 2 | Graduate | Single | $60K - $80K | Blue | 34 | 5 | 1 | 1 | 13362.000 | 0 | 0.682 | 4155 | 79 | 0.795 | 0.000 | 0 | 0 |
| 5533 | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 17 | 4 | 3 | 4 | 2431.000 | 1846 | 0.612 | 4327 | 74 | 0.644 | 0.759 | 0 | 0 |
| 5534 | 43 | F | 4 | High School | Divorced | $40K - $60K | Blue | 34 | 5 | 1 | 1 | 6034.000 | 1579 | 0.753 | 4712 | 67 | 0.914 | 0.262 | 0 | 0 |
| 5535 | 61 | F | 0 | NaN | Married | Less than $40K | Blue | 55 | 4 | 2 | 3 | 2194.000 | 1512 | 0.725 | 4069 | 80 | 0.778 | 0.689 | 0 | 0 |
| 5536 | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 34 | 4 | 1 | 3 | 1963.000 | 1524 | 0.879 | 3492 | 59 | 1.034 | 0.776 | 0 | 0 |
| 5537 | 41 | F | 4 | College | NaN | abc | Blue | 22 | 4 | 2 | 3 | 1438.300 | 1125 | 0.611 | 2534 | 52 | 0.486 | 0.782 | 1 | 1 |
| 5538 | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 40 | 4 | 1 | 3 | 2922.000 | 1212 | 0.662 | 3895 | 70 | 0.591 | 0.415 | 0 | 0 |
| 5539 | 50 | M | 4 | College | Single | $40K - $60K | Blue | 45 | 4 | 3 | 1 | 6943.000 | 600 | 0.653 | 4946 | 80 | 0.739 | 0.086 | 0 | 0 |
| 5540 | 57 | M | 2 | Graduate | Single | $120K + | Blue | 44 | 5 | 3 | 4 | 34516.000 | 219 | 0.482 | 1882 | 48 | 0.714 | 0.006 | 1 | 1 |
| 5541 | 45 | F | 3 | College | Single | abc | Blue | 33 | 5 | 3 | 4 | 4345.000 | 2198 | 0.465 | 1918 | 31 | 0.292 | 0.506 | 1 | 1 |
| 5542 | 50 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 5 | 4 | 4 | 4248.000 | 316 | 0.661 | 2271 | 36 | 0.333 | 0.074 | 1 | 1 |
| 5543 | 51 | F | 1 | Doctorate | Married | Less than $40K | Blue | 42 | 3 | 2 | 2 | 1438.300 | 0 | 0.872 | 4211 | 64 | 0.778 | 0.000 | 0 | 0 |
| 5544 | 53 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 43 | 5 | 1 | 2 | 2383.000 | 1516 | 0.857 | 4917 | 78 | 0.950 | 0.636 | 0 | 0 |
| 5545 | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1677.000 | 0 | 0.824 | 4588 | 68 | 0.700 | 0.000 | 0 | 0 |
| 5546 | 40 | F | 1 | High School | Married | abc | Blue | 33 | 4 | 2 | 2 | 2392.000 | 1129 | 0.695 | 4309 | 86 | 0.720 | 0.472 | 0 | 0 |
| 5547 | 52 | F | 3 | College | Married | Less than $40K | Blue | 40 | 3 | 2 | 3 | 3474.000 | 0 | 0.735 | 2675 | 37 | 0.480 | 0.000 | 1 | 1 |
| 5548 | 48 | M | 4 | NaN | Married | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 8737.000 | 1629 | 0.618 | 3876 | 55 | 0.774 | 0.186 | 0 | 0 |
| 5549 | 44 | F | 1 | NaN | Single | abc | Blue | 36 | 3 | 3 | 3 | 3517.000 | 0 | 0.634 | 2403 | 48 | 0.548 | 0.000 | 1 | 1 |
| 5550 | 60 | F | 1 | Graduate | Single | abc | Blue | 55 | 3 | 3 | 3 | 13397.000 | 0 | 0.814 | 5049 | 75 | 0.630 | 0.000 | 0 | 0 |
| 5551 | 65 | F | 0 | NaN | Single | Less than $40K | Blue | 55 | 5 | 2 | 1 | 6352.000 | 1386 | 0.500 | 3709 | 77 | 0.604 | 0.218 | 0 | 0 |
| 5552 | 46 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1787.000 | 1324 | 0.684 | 4084 | 79 | 1.026 | 0.741 | 0 | 0 |
| 5553 | 62 | M | 0 | High School | Single | $60K - $80K | Blue | 51 | 3 | 2 | 4 | 18734.000 | 0 | 0.674 | 2112 | 52 | 0.857 | 0.000 | 1 | 1 |
| 5554 | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.300 | 0 | 0.634 | 3832 | 87 | 0.673 | 0.000 | 0 | 0 |
| 5555 | 50 | M | 2 | Post-Graduate | Divorced | $40K - $60K | Blue | 43 | 5 | 2 | 4 | 3525.000 | 0 | 0.798 | 4742 | 62 | 0.824 | 0.000 | 0 | 0 |
| 5556 | 43 | M | 4 | Doctorate | NaN | $60K - $80K | Blue | 33 | 4 | 3 | 4 | 2067.000 | 1250 | 0.891 | 4565 | 65 | 0.806 | 0.605 | 0 | 0 |
| 5557 | 45 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2051.000 | 0 | 0.989 | 4355 | 87 | 0.977 | 0.000 | 0 | 0 |
| 5558 | 46 | M | 3 | College | Single | $120K + | Blue | 30 | 5 | 1 | 2 | 27378.000 | 1893 | 0.432 | 3934 | 78 | 0.592 | 0.069 | 0 | 0 |
| 5559 | 38 | F | 2 | Doctorate | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1614.000 | 0 | 0.609 | 2437 | 46 | 0.438 | 0.000 | 1 | 1 |
| 5560 | 49 | M | 3 | College | Single | Less than $40K | Blue | 38 | 5 | 3 | 1 | 7862.000 | 1991 | 0.654 | 3645 | 82 | 0.608 | 0.253 | 0 | 0 |
| 5561 | 47 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 4284.000 | 1900 | 0.971 | 4948 | 85 | 0.848 | 0.444 | 0 | 0 |
| 5562 | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 37 | 1 | 2 | 2 | 1438.300 | 0 | 0.749 | 2393 | 36 | 0.636 | 0.000 | 1 | 1 |
| 5563 | 55 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 49 | 5 | 2 | 1 | 1438.300 | 680 | 0.770 | 4573 | 93 | 0.691 | 0.473 | 0 | 0 |
| 5564 | 62 | M | 1 | Graduate | Single | $60K - $80K | Blue | 49 | 3 | 3 | 2 | 21805.000 | 1777 | 0.519 | 4694 | 79 | 0.411 | 0.081 | 0 | 0 |
| 5565 | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 5 | 1 | 4 | 4712.000 | 1920 | 0.596 | 4277 | 66 | 0.571 | 0.407 | 0 | 0 |
| 5566 | 33 | M | 2 | NaN | Married | $60K - $80K | Blue | 28 | 6 | 2 | 4 | 1698.000 | 0 | 0.823 | 2448 | 40 | 0.379 | 0.000 | 1 | 1 |
| 5567 | 41 | F | 5 | Uneducated | Single | $40K - $60K | Blue | 26 | 4 | 3 | 4 | 2264.000 | 928 | 0.662 | 4150 | 83 | 0.844 | 0.410 | 0 | 0 |
| 5568 | 54 | F | 1 | NaN | Married | Less than $40K | Blue | 39 | 3 | 2 | 4 | 2720.000 | 1694 | 0.843 | 5103 | 81 | 0.761 | 0.623 | 0 | 0 |
| 5569 | 55 | M | 3 | Post-Graduate | NaN | $120K + | Blue | 40 | 3 | 1 | 4 | 15631.000 | 1305 | 0.668 | 4313 | 67 | 0.914 | 0.083 | 0 | 0 |
| 5570 | 43 | F | 3 | NaN | Single | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2594.000 | 1686 | 0.624 | 4503 | 67 | 0.811 | 0.650 | 0 | 0 |
| 5571 | 52 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 4 | 2 | 3 | 15011.000 | 2517 | 0.713 | 1821 | 36 | 0.385 | 0.168 | 1 | 1 |
| 5572 | 47 | F | 4 | NaN | Single | Less than $40K | Blue | 39 | 3 | 3 | 4 | 1548.000 | 0 | 0.664 | 4420 | 71 | 0.775 | 0.000 | 0 | 0 |
| 5573 | 52 | F | 3 | NaN | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 2700.000 | 1623 | 0.848 | 4171 | 78 | 0.814 | 0.601 | 0 | 0 |
| 5574 | 45 | F | 4 | High School | Married | $40K - $60K | Blue | 35 | 6 | 1 | 0 | 2919.000 | 1670 | 1.041 | 4194 | 72 | 0.756 | 0.572 | 0 | 0 |
| 5575 | 50 | F | 4 | NaN | Single | abc | Blue | 44 | 5 | 1 | 1 | 10721.000 | 0 | 0.861 | 4962 | 74 | 0.510 | 0.000 | 0 | 0 |
| 5576 | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 29 | 5 | 1 | 4 | 6125.000 | 1329 | 0.646 | 5481 | 68 | 0.700 | 0.217 | 0 | 0 |
| 5577 | 42 | F | 2 | NaN | Married | Less than $40K | Blue | 29 | 5 | 3 | 4 | 3200.000 | 1733 | 0.909 | 5026 | 79 | 0.837 | 0.542 | 0 | 0 |
| 5578 | 53 | F | 3 | Post-Graduate | Divorced | abc | Blue | 48 | 5 | 2 | 2 | 12286.000 | 997 | 0.726 | 4960 | 83 | 0.729 | 0.081 | 0 | 0 |
| 5579 | 51 | M | 2 | College | Married | $80K - $120K | Blue | 45 | 3 | 3 | 1 | 21543.000 | 0 | 0.530 | 3928 | 82 | 0.640 | 0.000 | 0 | 0 |
| 5580 | 52 | M | 3 | College | Married | $120K + | Blue | 47 | 3 | 2 | 4 | 6355.000 | 0 | 0.711 | 4009 | 74 | 0.947 | 0.000 | 0 | 0 |
| 5581 | 52 | F | 2 | High School | Married | Less than $40K | Blue | 41 | 4 | 2 | 2 | 5616.000 | 2410 | 0.962 | 3410 | 62 | 0.590 | 0.429 | 0 | 0 |
| 5582 | 50 | F | 1 | NaN | Married | $40K - $60K | Blue | 40 | 6 | 2 | 2 | 2661.000 | 1575 | 0.735 | 4615 | 82 | 0.708 | 0.592 | 0 | 0 |
| 5583 | 38 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 2836.000 | 862 | 0.772 | 4121 | 83 | 0.694 | 0.304 | 0 | 0 |
| 5584 | 50 | F | 2 | High School | Married | $40K - $60K | Blue | 45 | 6 | 3 | 3 | 1438.300 | 0 | 0.707 | 4670 | 82 | 0.864 | 0.000 | 0 | 0 |
| 5585 | 51 | F | 2 | Doctorate | Single | abc | Blue | 45 | 6 | 3 | 1 | 2109.000 | 683 | 0.593 | 4321 | 58 | 0.812 | 0.324 | 0 | 0 |
| 5586 | 48 | M | 2 | Graduate | Single | $60K - $80K | Blue | 40 | 4 | 5 | 4 | 14951.000 | 1413 | 0.784 | 3899 | 68 | 1.061 | 0.095 | 0 | 0 |
| 5587 | 47 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 1591.000 | 894 | 0.786 | 3698 | 79 | 1.026 | 0.562 | 0 | 0 |
| 5588 | 51 | F | 2 | Doctorate | Divorced | abc | Blue | 40 | 6 | 3 | 4 | 8930.000 | 2517 | 0.661 | 2167 | 38 | 0.357 | 0.282 | 1 | 1 |
| 5589 | 36 | F | 1 | Uneducated | Single | abc | Blue | 36 | 6 | 3 | 1 | 4685.000 | 1626 | 0.945 | 4560 | 81 | 0.588 | 0.347 | 0 | 0 |
| 5590 | 45 | F | 5 | Post-Graduate | Married | abc | Blue | 29 | 5 | 3 | 1 | 2555.000 | 681 | 0.576 | 4888 | 78 | 0.814 | 0.267 | 0 | 0 |
| 5591 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 2 | 2172.000 | 644 | 0.673 | 4657 | 82 | 0.907 | 0.297 | 0 | 0 |
| 5592 | 54 | F | 1 | Uneducated | Married | abc | Blue | 50 | 4 | 0 | 3 | 2912.000 | 0 | 0.621 | 2465 | 54 | 1.077 | 0.000 | 1 | 1 |
| 5593 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 4 | 3 | 1 | 3390.000 | 2180 | 0.877 | 4585 | 78 | 0.950 | 0.643 | 0 | 0 |
| 5594 | 47 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2193.000 | 1084 | 0.974 | 4755 | 81 | 0.761 | 0.494 | 0 | 0 |
| 5595 | 51 | F | 2 | Graduate | Married | abc | Blue | 36 | 5 | 3 | 3 | 17412.000 | 730 | 0.837 | 4997 | 84 | 0.615 | 0.042 | 0 | 0 |
| 5596 | 40 | F | 4 | College | Single | Less than $40K | Blue | 20 | 4 | 3 | 2 | 2801.000 | 1731 | 0.644 | 4568 | 83 | 0.930 | 0.618 | 0 | 0 |
| 5597 | 43 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 31 | 4 | 2 | 1 | 11186.000 | 2231 | 0.708 | 3692 | 84 | 0.647 | 0.199 | 0 | 0 |
| 5598 | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 39 | 4 | 5 | 2 | 2434.000 | 1340 | 0.668 | 4498 | 76 | 0.810 | 0.551 | 0 | 0 |
| 5599 | 53 | F | 3 | Doctorate | Single | abc | Blue | 43 | 3 | 3 | 2 | 1790.000 | 1474 | 0.595 | 2128 | 40 | 0.429 | 0.823 | 1 | 1 |
| 5600 | 59 | F | 1 | High School | Single | Less than $40K | Blue | 53 | 4 | 3 | 3 | 2716.000 | 1740 | 0.650 | 4208 | 69 | 0.568 | 0.641 | 0 | 0 |
| 5601 | 49 | F | 0 | NaN | Single | abc | Blue | 43 | 6 | 3 | 3 | 2874.000 | 0 | 0.676 | 4617 | 89 | 0.780 | 0.000 | 0 | 0 |
| 5602 | 47 | F | 1 | Graduate | Married | $40K - $60K | Blue | 35 | 3 | 3 | 5 | 1438.300 | 0 | 0.809 | 2276 | 40 | 0.538 | 0.000 | 1 | 1 |
| 5603 | 56 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 18776.000 | 0 | 0.810 | 4464 | 75 | 0.596 | 0.000 | 0 | 0 |
| 5604 | 48 | F | 1 | NaN | Married | abc | Blue | 41 | 3 | 2 | 2 | 1438.300 | 1197 | 0.917 | 4916 | 78 | 0.696 | 0.832 | 0 | 0 |
| 5605 | 55 | M | 0 | High School | Divorced | $80K - $120K | Blue | 44 | 4 | 3 | 3 | 19793.000 | 2488 | 0.594 | 2186 | 44 | 0.467 | 0.126 | 1 | 1 |
| 5606 | 34 | F | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 5 | 2 | 3 | 2472.000 | 1899 | 0.770 | 4408 | 86 | 0.792 | 0.768 | 0 | 0 |
| 5607 | 58 | F | 2 | High School | Married | abc | Blue | 50 | 3 | 2 | 3 | 12362.000 | 0 | 0.635 | 4537 | 72 | 0.636 | 0.000 | 0 | 0 |
| 5608 | 39 | F | 2 | College | Married | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 1438.300 | 722 | 0.894 | 4983 | 53 | 1.120 | 0.502 | 0 | 0 |
| 5609 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 3 | 3 | 3189.000 | 1863 | 0.770 | 4805 | 76 | 0.949 | 0.584 | 0 | 0 |
| 5610 | 47 | F | 2 | Uneducated | Single | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2092.000 | 1575 | 0.838 | 5124 | 70 | 0.522 | 0.753 | 0 | 0 |
| 5611 | 37 | F | 2 | High School | Married | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2946.000 | 2517 | 0.841 | 5259 | 89 | 0.780 | 0.854 | 0 | 0 |
| 5612 | 41 | F | 4 | Uneducated | NaN | $40K - $60K | Blue | 29 | 4 | 3 | 2 | 2430.000 | 0 | 0.569 | 4334 | 71 | 0.578 | 0.000 | 0 | 0 |
| 5613 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 4143.000 | 1888 | 0.561 | 3940 | 74 | 0.805 | 0.456 | 0 | 0 |
| 5614 | 46 | F | 1 | College | NaN | abc | Blue | 35 | 5 | 3 | 3 | 2197.000 | 461 | 0.636 | 1955 | 42 | 0.448 | 0.210 | 1 | 1 |
| 5615 | 53 | F | 2 | Uneducated | Single | abc | Blue | 36 | 5 | 2 | 3 | 9314.000 | 1761 | 0.562 | 3696 | 80 | 0.778 | 0.189 | 0 | 0 |
| 5616 | 53 | F | 4 | Doctorate | Married | Less than $40K | Blue | 37 | 6 | 2 | 2 | 3719.000 | 2517 | 0.666 | 2587 | 43 | 0.536 | 0.677 | 1 | 1 |
| 5617 | 59 | F | 0 | NaN | Married | abc | Blue | 49 | 5 | 2 | 4 | 6996.000 | 0 | 0.871 | 2384 | 33 | 0.375 | 0.000 | 1 | 1 |
| 5618 | 63 | M | 0 | Doctorate | Single | abc | Blue | 47 | 6 | 4 | 3 | 7306.000 | 0 | 0.875 | 2445 | 43 | 0.593 | 0.000 | 1 | 1 |
| 5619 | 41 | F | 1 | Doctorate | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2029.000 | 621 | 1.001 | 3142 | 37 | 0.850 | 0.306 | 1 | 1 |
| 5620 | 51 | F | 1 | Graduate | Married | Less than $40K | Silver | 45 | 6 | 3 | 3 | 13199.000 | 781 | 0.411 | 1927 | 44 | 0.630 | 0.059 | 1 | 1 |
| 5621 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 29 | 6 | 1 | 1 | 3304.000 | 1338 | 0.615 | 5178 | 79 | 0.756 | 0.405 | 0 | 0 |
| 5622 | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 30 | 6 | 3 | 2 | 3125.000 | 2041 | 0.675 | 4372 | 68 | 0.659 | 0.653 | 0 | 0 |
| 5623 | 51 | F | 2 | Doctorate | Single | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1438.300 | 1153 | 0.866 | 4263 | 84 | 0.909 | 0.802 | 0 | 0 |
| 5624 | 41 | M | 5 | Graduate | Single | $80K - $120K | Blue | 28 | 3 | 2 | 0 | 2491.000 | 1979 | 0.629 | 1911 | 35 | 0.750 | 0.794 | 0 | 0 |
| 5625 | 58 | F | 0 | High School | Single | Less than $40K | Blue | 46 | 5 | 4 | 2 | 1977.000 | 0 | 0.868 | 2341 | 37 | 0.370 | 0.000 | 1 | 1 |
| 5626 | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 24 | 6 | 2 | 3 | 1806.000 | 0 | 0.983 | 2833 | 43 | 0.654 | 0.000 | 1 | 1 |
| 5627 | 38 | F | 3 | Graduate | Single | Less than $40K | Blue | 22 | 4 | 3 | 3 | 1938.000 | 1175 | 0.850 | 4606 | 75 | 0.875 | 0.606 | 0 | 0 |
| 5628 | 42 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 3188.000 | 2002 | 0.825 | 4606 | 83 | 0.804 | 0.628 | 0 | 0 |
| 5629 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2288.000 | 1505 | 0.788 | 4396 | 68 | 0.659 | 0.658 | 0 | 0 |
| 5630 | 44 | F | 1 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 3 | 3 | 1780.000 | 1338 | 0.966 | 4268 | 87 | 0.673 | 0.752 | 0 | 0 |
| 5631 | 47 | F | 2 | College | Married | abc | Blue | 42 | 3 | 3 | 3 | 2373.000 | 1480 | 0.631 | 4228 | 63 | 0.658 | 0.624 | 0 | 0 |
| 5632 | 41 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 37 | 1 | 2 | 2 | 23250.000 | 0 | 0.564 | 2205 | 43 | 0.654 | 0.000 | 1 | 1 |
| 5633 | 47 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 3 | 3 | 4 | 34516.000 | 0 | 0.517 | 2020 | 33 | 0.375 | 0.000 | 1 | 1 |
| 5634 | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 3 | 12882.000 | 1402 | 0.783 | 4407 | 84 | 0.647 | 0.109 | 0 | 0 |
| 5635 | 54 | M | 3 | NaN | Married | $60K - $80K | Blue | 39 | 4 | 3 | 4 | 6348.000 | 798 | 1.042 | 4135 | 71 | 0.972 | 0.126 | 0 | 0 |
| 5636 | 59 | F | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 1 | 3 | 2621.000 | 2486 | 0.755 | 4955 | 78 | 0.733 | 0.948 | 0 | 0 |
| 5637 | 33 | F | 2 | Uneducated | NaN | $40K - $60K | Blue | 22 | 4 | 2 | 2 | 1843.000 | 1293 | 0.349 | 2077 | 61 | 0.694 | 0.702 | 1 | 1 |
| 5638 | 44 | F | 4 | College | Single | Less than $40K | Blue | 31 | 3 | 3 | 2 | 3228.000 | 0 | 0.747 | 4524 | 70 | 0.667 | 0.000 | 0 | 0 |
| 5639 | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 2 | 2 | 2303.000 | 722 | 0.807 | 4469 | 80 | 0.778 | 0.314 | 0 | 0 |
| 5640 | 42 | M | 2 | NaN | Single | $80K - $120K | Blue | 30 | 4 | 2 | 1 | 29195.000 | 892 | 0.565 | 4411 | 67 | 0.763 | 0.031 | 0 | 0 |
| 5641 | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 4 | 2990.000 | 1828 | 0.488 | 2265 | 41 | 0.414 | 0.611 | 1 | 1 |
| 5642 | 55 | F | 3 | High School | Single | $40K - $60K | Blue | 42 | 3 | 3 | 2 | 2873.000 | 2455 | 1.000 | 4563 | 72 | 0.756 | 0.855 | 0 | 0 |
| 5643 | 50 | M | 0 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 28253.000 | 0 | 0.479 | 4525 | 67 | 0.763 | 0.000 | 0 | 0 |
| 5644 | 53 | F | 3 | Graduate | Married | abc | Blue | 45 | 6 | 1 | 3 | 1882.000 | 0 | 0.800 | 5221 | 87 | 0.891 | 0.000 | 0 | 0 |
| 5645 | 33 | M | 2 | High School | Married | $80K - $120K | Blue | 23 | 6 | 2 | 2 | 1630.000 | 0 | 0.605 | 4426 | 91 | 0.784 | 0.000 | 0 | 0 |
| 5646 | 51 | M | 2 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 4546.000 | 0 | 0.651 | 3739 | 53 | 0.963 | 0.000 | 0 | 0 |
| 5647 | 58 | F | 2 | High School | Single | abc | Blue | 46 | 6 | 2 | 2 | 2395.000 | 1345 | 0.811 | 4983 | 84 | 0.867 | 0.562 | 0 | 0 |
| 5648 | 45 | M | 3 | High School | NaN | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 3845.000 | 0 | 0.595 | 2174 | 39 | 0.393 | 0.000 | 1 | 1 |
| 5649 | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2836.000 | 1362 | 0.661 | 4192 | 90 | 0.731 | 0.480 | 0 | 0 |
| 5650 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 31 | 3 | 3 | 3 | 1506.000 | 168 | 0.671 | 2312 | 44 | 0.467 | 0.112 | 1 | 1 |
| 5651 | 48 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 3 | 2 | 1605.000 | 1300 | 0.950 | 4495 | 67 | 0.718 | 0.810 | 0 | 0 |
| 5652 | 53 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 11778.000 | 0 | 0.603 | 2147 | 44 | 0.375 | 0.000 | 1 | 1 |
| 5653 | 55 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 2747.000 | 0 | 0.834 | 5032 | 84 | 0.680 | 0.000 | 0 | 0 |
| 5654 | 49 | M | 3 | College | Married | $60K - $80K | Blue | 39 | 5 | 3 | 3 | 2501.000 | 0 | 0.832 | 4837 | 87 | 0.740 | 0.000 | 0 | 0 |
| 5655 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 3 | 2 | 2563.000 | 2242 | 1.114 | 3942 | 84 | 0.826 | 0.875 | 0 | 0 |
| 5656 | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 2 | 4 | 1659.000 | 1544 | 0.408 | 1920 | 39 | 0.345 | 0.931 | 1 | 1 |
| 5657 | 56 | F | 2 | Uneducated | Married | abc | Blue | 43 | 6 | 3 | 2 | 3068.000 | 1765 | 0.853 | 4611 | 73 | 0.698 | 0.575 | 0 | 0 |
| 5658 | 60 | F | 0 | College | Divorced | Less than $40K | Blue | 50 | 5 | 3 | 2 | 3426.000 | 1650 | 0.622 | 4467 | 69 | 1.029 | 0.482 | 0 | 0 |
| 5659 | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 49 | 4 | 3 | 4 | 3214.000 | 424 | 0.877 | 2720 | 53 | 0.710 | 0.132 | 1 | 1 |
| 5660 | 50 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 3 | 3 | 3 | 12906.000 | 321 | 0.760 | 2078 | 62 | 0.550 | 0.025 | 1 | 1 |
| 5661 | 59 | F | 1 | Graduate | Single | abc | Blue | 49 | 3 | 4 | 6 | 8708.000 | 1091 | 0.904 | 2508 | 49 | 0.885 | 0.125 | 1 | 1 |
| 5662 | 52 | M | 2 | NaN | Married | $80K - $120K | Blue | 41 | 6 | 4 | 3 | 7904.000 | 0 | 0.712 | 2094 | 32 | 0.231 | 0.000 | 1 | 1 |
| 5663 | 48 | F | 2 | Doctorate | Divorced | abc | Blue | 37 | 6 | 2 | 0 | 4549.000 | 1313 | 0.777 | 4782 | 88 | 0.660 | 0.289 | 0 | 0 |
| 5664 | 46 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1438.300 | 1214 | 0.783 | 2445 | 39 | 0.444 | 0.844 | 1 | 1 |
| 5665 | 49 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 4476.000 | 1492 | 0.933 | 4603 | 87 | 0.706 | 0.333 | 0 | 0 |
| 5666 | 44 | F | 3 | College | Divorced | abc | Blue | 38 | 5 | 3 | 2 | 2002.000 | 1448 | 0.734 | 3406 | 62 | 0.632 | 0.723 | 0 | 0 |
| 5667 | 40 | M | 4 | High School | Married | $80K - $120K | Blue | 21 | 3 | 2 | 3 | 11502.000 | 2066 | 0.889 | 4786 | 85 | 1.125 | 0.180 | 0 | 0 |
| 5668 | 44 | M | 4 | Doctorate | Married | $120K + | Blue | 39 | 4 | 3 | 2 | 7924.000 | 2517 | 0.663 | 2393 | 37 | 0.682 | 0.318 | 1 | 1 |
| 5669 | 39 | M | 1 | Graduate | Single | $120K + | Blue | 28 | 4 | 2 | 2 | 16199.000 | 0 | 0.771 | 4254 | 82 | 0.673 | 0.000 | 0 | 0 |
| 5670 | 43 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 34 | 5 | 3 | 2 | 1452.000 | 0 | 0.970 | 4571 | 72 | 0.846 | 0.000 | 0 | 0 |
| 5671 | 37 | F | 3 | High School | Single | abc | Blue | 18 | 4 | 1 | 3 | 2179.000 | 0 | 0.725 | 2568 | 48 | 0.297 | 0.000 | 1 | 1 |
| 5672 | 35 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 30 | 5 | 3 | 4 | 13590.000 | 1528 | 0.728 | 2137 | 52 | 0.486 | 0.112 | 1 | 0 |
| 5673 | 31 | F | 1 | NaN | Single | Less than $40K | Blue | 20 | 3 | 1 | 2 | 1695.000 | 0 | 0.561 | 2428 | 43 | 0.593 | 0.000 | 1 | 1 |
| 5674 | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 3 | 3 | 4430.000 | 1579 | 0.836 | 4833 | 82 | 0.673 | 0.356 | 0 | 0 |
| 5675 | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2919.000 | 2032 | 0.654 | 4937 | 75 | 0.667 | 0.696 | 0 | 0 |
| 5676 | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 2796.000 | 1035 | 0.664 | 4869 | 78 | 0.857 | 0.370 | 0 | 0 |
| 5677 | 41 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 3 | 3 | 3 | 2580.000 | 2137 | 1.056 | 2981 | 40 | 0.481 | 0.828 | 1 | 1 |
| 5678 | 43 | M | 1 | High School | Single | $60K - $80K | Blue | 31 | 5 | 3 | 2 | 2834.000 | 1720 | 0.620 | 4581 | 70 | 0.591 | 0.607 | 0 | 0 |
| 5679 | 44 | F | 3 | NaN | Divorced | Less than $40K | Blue | 24 | 4 | 1 | 2 | 2617.000 | 1508 | 1.393 | 4400 | 60 | 0.818 | 0.576 | 0 | 0 |
| 5680 | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 41 | 3 | 3 | 2 | 1522.000 | 1273 | 0.735 | 5005 | 77 | 0.674 | 0.836 | 0 | 0 |
| 5681 | 41 | M | 4 | Graduate | NaN | $40K - $60K | Silver | 32 | 4 | 2 | 4 | 16509.000 | 425 | 0.356 | 1740 | 43 | 0.387 | 0.026 | 1 | 1 |
| 5682 | 40 | M | 4 | High School | NaN | $40K - $60K | Blue | 32 | 1 | 2 | 3 | 7316.000 | 1335 | 0.563 | 1849 | 50 | 0.471 | 0.182 | 1 | 1 |
| 5683 | 44 | F | 2 | Uneducated | Single | abc | Blue | 37 | 5 | 1 | 2 | 7627.000 | 1742 | 0.771 | 4349 | 75 | 0.705 | 0.228 | 0 | 0 |
| 5684 | 44 | M | 3 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 9465.000 | 0 | 0.657 | 3675 | 59 | 1.107 | 0.000 | 0 | 0 |
| 5685 | 48 | M | 3 | College | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8795.000 | 1318 | 0.563 | 4681 | 74 | 0.682 | 0.150 | 0 | 0 |
| 5686 | 40 | M | 2 | NaN | Single | $60K - $80K | Blue | 27 | 6 | 2 | 3 | 12283.000 | 0 | 0.413 | 1993 | 41 | 0.323 | 0.000 | 1 | 1 |
| 5687 | 34 | F | 2 | College | Single | Less than $40K | Blue | 20 | 5 | 2 | 3 | 2715.000 | 1503 | 0.704 | 4177 | 68 | 0.659 | 0.554 | 0 | 0 |
| 5688 | 44 | F | 3 | NaN | Married | abc | Blue | 25 | 6 | 1 | 3 | 19897.000 | 2232 | 0.672 | 3979 | 63 | 0.500 | 0.112 | 0 | 0 |
| 5689 | 44 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2097.000 | 1224 | 0.819 | 5059 | 79 | 0.681 | 0.584 | 0 | 0 |
| 5690 | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 2 | 2 | 3028.000 | 2270 | 0.804 | 4727 | 78 | 0.660 | 0.750 | 0 | 0 |
| 5691 | 34 | F | 2 | College | Single | Less than $40K | Blue | 22 | 5 | 2 | 0 | 1695.000 | 761 | 0.797 | 4905 | 91 | 0.750 | 0.449 | 0 | 0 |
| 5692 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 5 | 1438.300 | 0 | 0.305 | 1813 | 51 | 0.759 | 0.000 | 1 | 1 |
| 5693 | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 4 | 3 | 3 | 1438.300 | 599 | 0.897 | 5136 | 76 | 0.900 | 0.416 | 0 | 0 |
| 5694 | 55 | M | 2 | NaN | Divorced | $120K + | Blue | 50 | 5 | 4 | 3 | 24250.000 | 278 | 0.647 | 2153 | 41 | 0.577 | 0.011 | 1 | 1 |
| 5695 | 49 | F | 2 | Graduate | Single | abc | Blue | 38 | 6 | 3 | 3 | 5076.000 | 871 | 0.693 | 4115 | 72 | 0.600 | 0.172 | 0 | 0 |
| 5696 | 40 | F | 2 | Graduate | Single | abc | Blue | 27 | 4 | 2 | 3 | 4438.000 | 1513 | 0.807 | 3895 | 75 | 0.829 | 0.341 | 0 | 0 |
| 5697 | 36 | F | 3 | College | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1964.000 | 0 | 0.776 | 4240 | 60 | 0.622 | 0.000 | 0 | 0 |
| 5698 | 53 | F | 0 | High School | Single | Less than $40K | Blue | 44 | 4 | 1 | 1 | 1904.000 | 886 | 0.695 | 4798 | 85 | 0.809 | 0.465 | 0 | 0 |
| 5699 | 46 | F | 1 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 3 | 0 | 2933.000 | 1569 | 0.648 | 4956 | 92 | 0.673 | 0.535 | 0 | 0 |
| 5700 | 55 | F | 0 | Graduate | Single | abc | Blue | 44 | 6 | 1 | 3 | 18202.000 | 1841 | 0.760 | 3551 | 68 | 0.700 | 0.101 | 0 | 0 |
| 5701 | 47 | M | 5 | Graduate | Married | $80K - $120K | Silver | 36 | 3 | 3 | 1 | 34516.000 | 760 | 0.407 | 3756 | 67 | 0.558 | 0.022 | 0 | 0 |
| 5702 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 5 | 5 | 3 | 2421.000 | 2312 | 0.674 | 4219 | 69 | 0.605 | 0.955 | 0 | 0 |
| 5703 | 44 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 34 | 3 | 1 | 2 | 2406.000 | 1491 | 0.606 | 4625 | 91 | 0.685 | 0.620 | 0 | 0 |
| 5704 | 51 | F | 2 | High School | Single | $40K - $60K | Blue | 37 | 5 | 1 | 1 | 2621.000 | 2426 | 0.727 | 4885 | 74 | 1.114 | 0.926 | 0 | 0 |
| 5705 | 34 | F | 0 | NaN | Married | Less than $40K | Blue | 26 | 5 | 3 | 1 | 2291.000 | 0 | 0.892 | 5409 | 82 | 0.822 | 0.000 | 0 | 0 |
| 5706 | 46 | F | 4 | High School | NaN | $40K - $60K | Blue | 38 | 6 | 2 | 0 | 3645.000 | 1179 | 0.559 | 4680 | 87 | 0.933 | 0.323 | 0 | 0 |
| 5707 | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 24 | 4 | 3 | 1 | 3375.000 | 1730 | 0.514 | 4341 | 64 | 0.684 | 0.513 | 0 | 0 |
| 5708 | 47 | M | 3 | NaN | Single | $120K + | Blue | 42 | 5 | 3 | 2 | 8856.000 | 1433 | 0.811 | 5072 | 77 | 0.711 | 0.162 | 0 | 0 |
| 5709 | 36 | F | 5 | NaN | Single | Less than $40K | Blue | 24 | 3 | 1 | 1 | 2980.000 | 2093 | 0.522 | 4132 | 70 | 0.667 | 0.702 | 0 | 0 |
| 5710 | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 17656.000 | 0 | 0.727 | 4633 | 71 | 0.868 | 0.000 | 0 | 0 |
| 5711 | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 50 | 5 | 0 | 3 | 2475.000 | 0 | 0.823 | 2574 | 43 | 0.654 | 0.000 | 1 | 1 |
| 5712 | 46 | F | 4 | High School | Single | Less than $40K | Blue | 33 | 3 | 2 | 2 | 3942.000 | 1711 | 0.610 | 4622 | 71 | 0.614 | 0.434 | 0 | 0 |
| 5713 | 57 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1771.000 | 1289 | 0.911 | 4813 | 84 | 0.867 | 0.728 | 0 | 0 |
| 5714 | 45 | F | 3 | Graduate | Divorced | abc | Blue | 37 | 5 | 2 | 6 | 17678.000 | 0 | 0.788 | 2566 | 49 | 0.815 | 0.000 | 1 | 1 |
| 5715 | 50 | M | 1 | Graduate | Married | $120K + | Blue | 43 | 4 | 5 | 3 | 20958.000 | 0 | 0.769 | 4425 | 78 | 0.696 | 0.000 | 0 | 0 |
| 5716 | 53 | F | 4 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 2 | 4117.000 | 777 | 0.592 | 5218 | 88 | 0.600 | 0.189 | 0 | 0 |
| 5717 | 43 | F | 2 | Graduate | Single | $40K - $60K | Silver | 39 | 3 | 1 | 2 | 18524.000 | 1736 | 0.762 | 4496 | 64 | 0.882 | 0.094 | 0 | 0 |
| 5718 | 36 | M | 4 | Post-Graduate | Married | Less than $40K | Blue | 26 | 5 | 1 | 1 | 2222.000 | 1291 | 0.988 | 4095 | 88 | 0.630 | 0.581 | 0 | 0 |
| 5719 | 56 | F | 2 | College | Married | Less than $40K | Blue | 46 | 5 | 3 | 3 | 3119.000 | 1778 | 1.010 | 4168 | 63 | 0.853 | 0.570 | 0 | 0 |
| 5720 | 46 | M | 3 | College | Married | $40K - $60K | Blue | 34 | 5 | 1 | 2 | 1611.000 | 0 | 0.731 | 4444 | 78 | 0.857 | 0.000 | 0 | 0 |
| 5721 | 53 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 44 | 3 | 3 | 3 | 4090.000 | 2517 | 0.562 | 2016 | 49 | 0.690 | 0.615 | 1 | 1 |
| 5722 | 55 | M | 0 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 3 | 3 | 1467.000 | 0 | 0.739 | 4226 | 74 | 0.850 | 0.000 | 0 | 0 |
| 5723 | 52 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 1 | 2 | 2442.000 | 1507 | 0.631 | 4535 | 85 | 0.809 | 0.617 | 0 | 0 |
| 5724 | 53 | F | 1 | High School | Married | $40K - $60K | Blue | 44 | 3 | 3 | 3 | 1816.000 | 0 | 0.884 | 2474 | 44 | 0.692 | 0.000 | 1 | 1 |
| 5725 | 40 | F | 3 | High School | Single | Less than $40K | Blue | 27 | 3 | 3 | 3 | 1438.300 | 0 | 0.845 | 4332 | 78 | 0.696 | 0.000 | 0 | 0 |
| 5726 | 42 | M | 4 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 3 | 1 | 14958.000 | 1644 | 0.686 | 4038 | 68 | 0.511 | 0.110 | 0 | 0 |
| 5727 | 43 | F | 2 | Graduate | Married | abc | Blue | 25 | 4 | 2 | 4 | 21961.000 | 0 | 0.653 | 2237 | 39 | 0.393 | 0.000 | 1 | 1 |
| 5728 | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 30 | 5 | 1 | 2 | 1625.000 | 912 | 0.877 | 3968 | 73 | 0.698 | 0.561 | 0 | 0 |
| 5729 | 49 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 3007.000 | 2517 | 0.853 | 4423 | 67 | 0.675 | 0.837 | 0 | 0 |
| 5730 | 47 | M | 3 | NaN | Married | $120K + | Blue | 28 | 3 | 2 | 2 | 11629.000 | 802 | 0.912 | 3752 | 78 | 0.902 | 0.069 | 0 | 0 |
| 5731 | 42 | F | 2 | Graduate | NaN | Less than $40K | Blue | 32 | 3 | 3 | 3 | 1507.000 | 0 | 0.806 | 2528 | 41 | 0.640 | 0.000 | 1 | 1 |
| 5732 | 45 | F | 3 | High School | Single | abc | Blue | 36 | 6 | 1 | 2 | 3111.000 | 1994 | 0.753 | 4478 | 56 | 0.697 | 0.641 | 0 | 0 |
| 5733 | 60 | M | 1 | Graduate | Single | $40K - $60K | Blue | 54 | 6 | 3 | 3 | 1848.000 | 1408 | 0.779 | 4757 | 75 | 0.923 | 0.762 | 0 | 0 |
| 5734 | 44 | F | 1 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 2 | 5 | 4142.000 | 2517 | 0.809 | 2104 | 44 | 0.833 | 0.608 | 1 | 1 |
| 5735 | 46 | M | 4 | High School | Single | $80K - $120K | Blue | 36 | 6 | 1 | 2 | 1438.300 | 0 | 0.746 | 4461 | 71 | 0.821 | 0.000 | 0 | 0 |
| 5736 | 45 | F | 4 | Uneducated | Single | Less than $40K | Blue | 39 | 6 | 2 | 3 | 2202.000 | 1414 | 0.593 | 4531 | 77 | 0.540 | 0.642 | 0 | 0 |
| 5737 | 42 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 3591.000 | 1749 | 0.733 | 5079 | 80 | 0.905 | 0.487 | 0 | 0 |
| 5738 | 49 | M | 3 | College | Married | $120K + | Blue | 43 | 5 | 3 | 3 | 4781.000 | 0 | 0.788 | 2451 | 50 | 0.667 | 0.000 | 1 | 1 |
| 5739 | 58 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 3832.000 | 1439 | 0.851 | 4741 | 88 | 0.760 | 0.376 | 0 | 0 |
| 5740 | 53 | M | 3 | High School | Married | $120K + | Blue | 44 | 4 | 2 | 0 | 9025.000 | 1005 | 0.568 | 4412 | 87 | 0.706 | 0.111 | 0 | 0 |
| 5741 | 44 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 28 | 3 | 1 | 2 | 11627.000 | 0 | 0.638 | 3264 | 67 | 0.396 | 0.000 | 0 | 0 |
| 5742 | 61 | F | 1 | College | Married | abc | Blue | 46 | 6 | 2 | 2 | 5686.000 | 0 | 1.027 | 4338 | 67 | 0.675 | 0.000 | 0 | 0 |
| 5743 | 49 | F | 1 | NaN | Married | Less than $40K | Blue | 40 | 5 | 1 | 3 | 2636.000 | 1840 | 0.844 | 4056 | 67 | 0.811 | 0.698 | 0 | 0 |
| 5744 | 37 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1438.300 | 0 | 0.568 | 4815 | 84 | 0.787 | 0.000 | 0 | 0 |
| 5745 | 43 | F | 5 | High School | Single | Less than $40K | Blue | 33 | 6 | 2 | 2 | 4976.000 | 866 | 0.985 | 4317 | 69 | 0.568 | 0.174 | 0 | 0 |
| 5746 | 38 | F | 3 | High School | Single | abc | Blue | 24 | 6 | 3 | 3 | 13951.000 | 1607 | 0.932 | 4576 | 70 | 0.591 | 0.115 | 0 | 0 |
| 5747 | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 40 | 4 | 3 | 2 | 14370.000 | 945 | 0.557 | 4510 | 79 | 0.646 | 0.066 | 0 | 0 |
| 5748 | 60 | M | 1 | High School | Single | $40K - $60K | Silver | 49 | 5 | 2 | 2 | 21681.000 | 0 | 0.704 | 3844 | 75 | 1.083 | 0.000 | 0 | 0 |
| 5749 | 59 | F | 0 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 5 | 3 | 3 | 2634.000 | 1644 | 1.092 | 4190 | 71 | 0.732 | 0.624 | 0 | 0 |
| 5750 | 37 | F | 2 | High School | Single | $40K - $60K | Blue | 27 | 4 | 1 | 2 | 2204.000 | 919 | 0.712 | 4555 | 82 | 1.000 | 0.417 | 0 | 0 |
| 5751 | 48 | F | 1 | NaN | NaN | $40K - $60K | Blue | 36 | 3 | 1 | 3 | 2447.000 | 1991 | 0.719 | 4228 | 82 | 0.708 | 0.814 | 0 | 0 |
| 5752 | 60 | F | 0 | NaN | Single | abc | Blue | 36 | 3 | 3 | 2 | 3068.000 | 0 | 0.897 | 4533 | 79 | 0.795 | 0.000 | 0 | 0 |
| 5753 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 3 | 3 | 4 | 1502.000 | 0 | 0.529 | 2204 | 36 | 0.440 | 0.000 | 1 | 1 |
| 5754 | 39 | F | 3 | Uneducated | Single | abc | Blue | 25 | 5 | 3 | 3 | 4181.000 | 1604 | 0.659 | 3955 | 74 | 0.574 | 0.384 | 0 | 0 |
| 5755 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 48 | 4 | 2 | 2 | 3136.000 | 1103 | 0.812 | 4528 | 81 | 0.884 | 0.352 | 0 | 0 |
| 5756 | 42 | F | 4 | High School | Married | Less than $40K | Blue | 35 | 4 | 2 | 2 | 4478.000 | 1700 | 0.655 | 3879 | 76 | 1.235 | 0.380 | 0 | 0 |
| 5757 | 60 | F | 1 | Uneducated | Single | abc | Blue | 50 | 3 | 6 | 3 | 7359.000 | 0 | 0.768 | 2869 | 43 | 0.433 | 0.000 | 1 | 1 |
| 5758 | 52 | M | 4 | Graduate | Single | $40K - $60K | Blue | 46 | 3 | 3 | 2 | 13090.000 | 0 | 0.750 | 3851 | 78 | 1.000 | 0.000 | 0 | 0 |
| 5759 | 44 | F | 1 | High School | Married | $40K - $60K | Blue | 35 | 6 | 2 | 2 | 6849.000 | 0 | 0.736 | 3770 | 82 | 0.864 | 0.000 | 0 | 0 |
| 5760 | 36 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 0 | 4228.000 | 1886 | 1.076 | 4356 | 74 | 0.682 | 0.446 | 0 | 0 |
| 5761 | 49 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5678.000 | 2082 | 0.830 | 5092 | 70 | 0.707 | 0.367 | 0 | 0 |
| 5762 | 42 | F | 2 | High School | Married | Less than $40K | Blue | 31 | 3 | 5 | 2 | 3964.000 | 1218 | 0.593 | 4580 | 75 | 1.419 | 0.307 | 0 | 0 |
| 5763 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 37 | 5 | 2 | 4 | 7970.000 | 2434 | 0.406 | 1263 | 27 | 0.350 | 0.305 | 1 | 1 |
| 5764 | 36 | F | 0 | College | NaN | abc | Blue | 26 | 5 | 3 | 3 | 4692.000 | 0 | 0.837 | 4281 | 69 | 0.643 | 0.000 | 0 | 0 |
| 5765 | 45 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 32 | 3 | 2 | 2 | 1942.000 | 0 | 0.366 | 1853 | 31 | 0.107 | 0.000 | 1 | 1 |
| 5766 | 40 | M | 4 | Graduate | Divorced | $40K - $60K | Blue | 28 | 1 | 2 | 3 | 5821.000 | 894 | 0.461 | 2011 | 42 | 0.273 | 0.154 | 1 | 1 |
| 5767 | 48 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 43 | 4 | 1 | 3 | 2357.000 | 1462 | 0.734 | 4534 | 75 | 1.027 | 0.620 | 0 | 0 |
| 5768 | 54 | F | 0 | NaN | Married | abc | Blue | 36 | 3 | 1 | 2 | 8294.000 | 696 | 0.806 | 4136 | 77 | 1.200 | 0.084 | 0 | 0 |
| 5769 | 32 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 26 | 4 | 3 | 3 | 3174.000 | 2084 | 0.636 | 4508 | 83 | 1.075 | 0.657 | 0 | 0 |
| 5770 | 34 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.300 | 0 | 0.734 | 4302 | 74 | 0.762 | 0.000 | 0 | 0 |
| 5771 | 46 | F | 2 | College | Divorced | Less than $40K | Blue | 31 | 6 | 1 | 2 | 1852.000 | 1428 | 0.795 | 4486 | 61 | 0.848 | 0.771 | 0 | 0 |
| 5772 | 47 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 1809.000 | 457 | 0.703 | 2169 | 49 | 0.485 | 0.253 | 1 | 1 |
| 5773 | 48 | F | 1 | Graduate | Divorced | $40K - $60K | Blue | 38 | 4 | 1 | 2 | 3503.000 | 1572 | 0.866 | 4671 | 93 | 0.632 | 0.449 | 0 | 0 |
| 5774 | 52 | M | 5 | Doctorate | Single | $40K - $60K | Silver | 39 | 4 | 2 | 2 | 17835.000 | 868 | 0.723 | 4258 | 58 | 0.657 | 0.049 | 0 | 0 |
| 5775 | 45 | M | 2 | Uneducated | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 3383.000 | 1458 | 0.678 | 4897 | 75 | 0.562 | 0.431 | 0 | 0 |
| 5776 | 46 | F | 4 | NaN | Single | Less than $40K | Blue | 39 | 4 | 2 | 3 | 7128.000 | 1457 | 0.553 | 3534 | 70 | 0.591 | 0.204 | 0 | 0 |
| 5777 | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 22 | 5 | 2 | 3 | 1438.300 | 790 | 0.615 | 3959 | 59 | 0.735 | 0.549 | 0 | 0 |
| 5778 | 42 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 6 | 3 | 2 | 3815.000 | 1190 | 0.852 | 4430 | 94 | 0.741 | 0.312 | 0 | 0 |
| 5779 | 39 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 3 | 3 | 2 | 1902.000 | 962 | 0.534 | 4203 | 69 | 0.725 | 0.506 | 0 | 0 |
| 5780 | 43 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2077.000 | 1254 | 0.821 | 4226 | 75 | 1.143 | 0.604 | 0 | 0 |
| 5781 | 48 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 4 | 2514.000 | 2090 | 0.842 | 2603 | 53 | 0.606 | 0.831 | 1 | 1 |
| 5782 | 56 | M | 4 | High School | Single | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 34516.000 | 0 | 0.846 | 4714 | 82 | 0.745 | 0.000 | 0 | 0 |
| 5783 | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 0 | 2144.000 | 1492 | 0.960 | 3859 | 55 | 0.571 | 0.696 | 0 | 0 |
| 5784 | 65 | F | 0 | High School | Single | Less than $40K | Blue | 56 | 3 | 3 | 2 | 5951.000 | 2517 | 0.787 | 4554 | 83 | 0.694 | 0.423 | 0 | 0 |
| 5785 | 54 | F | 3 | High School | Divorced | abc | Blue | 36 | 3 | 5 | 3 | 4806.000 | 0 | 0.827 | 4674 | 87 | 0.740 | 0.000 | 0 | 0 |
| 5786 | 42 | F | 3 | Graduate | Single | abc | Blue | 34 | 3 | 3 | 3 | 16612.000 | 2517 | 0.602 | 4697 | 94 | 0.808 | 0.152 | 0 | 0 |
| 5787 | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 47 | 6 | 2 | 2 | 2799.000 | 0 | 0.689 | 4116 | 88 | 0.571 | 0.000 | 0 | 0 |
| 5788 | 63 | M | 0 | NaN | Single | $40K - $60K | Silver | 54 | 4 | 3 | 3 | 18064.000 | 1695 | 0.838 | 3434 | 71 | 0.479 | 0.094 | 0 | 0 |
| 5789 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 1 | 3 | 2560.000 | 1430 | 0.766 | 4783 | 86 | 0.792 | 0.559 | 0 | 0 |
| 5790 | 42 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 5821.000 | 0 | 0.859 | 4591 | 70 | 1.188 | 0.000 | 0 | 0 |
| 5791 | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2057.000 | 1279 | 0.562 | 4321 | 76 | 0.689 | 0.622 | 0 | 0 |
| 5792 | 49 | F | 5 | High School | Divorced | Less than $40K | Blue | 42 | 5 | 2 | 3 | 1972.000 | 1489 | 0.690 | 4715 | 66 | 0.650 | 0.755 | 0 | 0 |
| 5793 | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 2675.000 | 0 | 0.700 | 4149 | 79 | 0.717 | 0.000 | 0 | 0 |
| 5794 | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 33 | 3 | 1 | 2 | 6223.000 | 2126 | 0.681 | 4518 | 79 | 0.795 | 0.342 | 0 | 0 |
| 5795 | 44 | F | 4 | High School | Single | abc | Blue | 37 | 3 | 3 | 3 | 7632.000 | 0 | 0.557 | 4498 | 86 | 0.623 | 0.000 | 0 | 0 |
| 5796 | 55 | F | 1 | NaN | NaN | Less than $40K | Blue | 36 | 5 | 2 | 1 | 3258.000 | 2517 | 0.985 | 4960 | 77 | 0.750 | 0.773 | 0 | 0 |
| 5797 | 46 | M | 3 | High School | Single | $60K - $80K | Silver | 29 | 4 | 3 | 3 | 34516.000 | 2040 | 0.764 | 3754 | 53 | 1.038 | 0.059 | 0 | 0 |
| 5798 | 49 | F | 1 | High School | Divorced | $40K - $60K | Blue | 43 | 3 | 3 | 2 | 3054.000 | 845 | 0.731 | 4460 | 88 | 0.692 | 0.277 | 0 | 0 |
| 5799 | 35 | F | 2 | Doctorate | Single | Less than $40K | Blue | 30 | 5 | 1 | 1 | 1438.300 | 0 | 1.126 | 4006 | 72 | 0.946 | 0.000 | 0 | 0 |
| 5800 | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 7970.000 | 2282 | 0.280 | 1872 | 41 | 0.206 | 0.286 | 1 | 1 |
| 5801 | 55 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1836.000 | 572 | 0.758 | 2400 | 34 | 0.789 | 0.312 | 1 | 1 |
| 5802 | 47 | M | 3 | Graduate | NaN | $120K + | Blue | 36 | 3 | 2 | 3 | 9397.000 | 795 | 0.749 | 5265 | 98 | 0.581 | 0.085 | 0 | 0 |
| 5803 | 60 | F | 0 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1601.000 | 0 | 0.829 | 4919 | 69 | 1.091 | 0.000 | 0 | 0 |
| 5804 | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 34516.000 | 1170 | 0.678 | 3785 | 64 | 0.600 | 0.034 | 0 | 0 |
| 5805 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 5 | 1 | 3 | 1822.000 | 1114 | 0.539 | 5210 | 73 | 0.553 | 0.611 | 0 | 0 |
| 5806 | 41 | M | 4 | High School | Married | Less than $40K | Blue | 30 | 3 | 2 | 2 | 1614.000 | 700 | 0.842 | 4293 | 87 | 0.812 | 0.434 | 0 | 0 |
| 5807 | 54 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 2 | 0 | 1491.000 | 1349 | 0.756 | 4365 | 71 | 0.732 | 0.905 | 0 | 0 |
| 5808 | 28 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 23 | 4 | 1 | 3 | 2543.000 | 1156 | 0.641 | 3864 | 64 | 0.684 | 0.455 | 0 | 0 |
| 5809 | 50 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 3 | 3462.000 | 1817 | 0.717 | 4635 | 65 | 0.711 | 0.525 | 0 | 0 |
| 5810 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 1699.000 | 0 | 0.653 | 5495 | 87 | 0.642 | 0.000 | 0 | 0 |
| 5811 | 46 | F | 3 | Graduate | Married | abc | Blue | 40 | 3 | 4 | 3 | 13095.000 | 1836 | 0.432 | 1552 | 32 | 0.185 | 0.140 | 1 | 1 |
| 5812 | 47 | M | 5 | NaN | Single | $60K - $80K | Blue | 32 | 6 | 2 | 3 | 8823.000 | 2517 | 0.812 | 4674 | 85 | 0.848 | 0.285 | 0 | 0 |
| 5813 | 48 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 42 | 6 | 1 | 1 | 4429.000 | 883 | 0.688 | 4386 | 63 | 0.537 | 0.199 | 0 | 0 |
| 5814 | 58 | F | 4 | High School | Married | abc | Blue | 48 | 1 | 4 | 3 | 5396.000 | 1803 | 0.493 | 2107 | 39 | 0.393 | 0.334 | 1 | 1 |
| 5815 | 65 | F | 0 | High School | Single | $40K - $60K | Blue | 53 | 4 | 1 | 3 | 2418.000 | 2205 | 0.840 | 3918 | 74 | 0.510 | 0.912 | 0 | 0 |
| 5816 | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 2086.000 | 1792 | 0.859 | 5774 | 84 | 0.909 | 0.859 | 0 | 0 |
| 5817 | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 5 | 3 | 3 | 1899.000 | 671 | 0.736 | 2434 | 45 | 0.406 | 0.353 | 1 | 1 |
| 5818 | 43 | M | 5 | Graduate | Single | $40K - $60K | Blue | 31 | 4 | 1 | 2 | 7564.000 | 0 | 0.610 | 4743 | 82 | 0.822 | 0.000 | 0 | 0 |
| 5819 | 41 | M | 2 | Graduate | Married | $60K - $80K | Blue | 31 | 3 | 2 | 2 | 13116.000 | 1225 | 0.735 | 4800 | 61 | 0.605 | 0.093 | 0 | 0 |
| 5820 | 35 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 1438.300 | 606 | 0.692 | 5062 | 80 | 0.818 | 0.421 | 0 | 0 |
| 5821 | 48 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 3716.000 | 0 | 0.886 | 4833 | 73 | 0.521 | 0.000 | 0 | 0 |
| 5822 | 50 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 5 | 3 | 3069.000 | 1482 | 0.663 | 4351 | 74 | 0.721 | 0.483 | 0 | 0 |
| 5823 | 51 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2006.000 | 1608 | 1.043 | 2760 | 38 | 0.652 | 0.802 | 1 | 1 |
| 5824 | 45 | F | 4 | High School | Married | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 2948.000 | 2232 | 0.858 | 3635 | 79 | 0.580 | 0.757 | 0 | 0 |
| 5825 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 38 | 4 | 2 | 3 | 1438.300 | 0 | 1.001 | 3511 | 64 | 0.882 | 0.000 | 0 | 0 |
| 5826 | 35 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1438.300 | 670 | 0.909 | 4321 | 83 | 0.804 | 0.466 | 0 | 0 |
| 5827 | 58 | F | 3 | Graduate | Married | $40K - $60K | Blue | 46 | 5 | 3 | 1 | 4669.000 | 1913 | 0.591 | 4363 | 73 | 0.973 | 0.410 | 0 | 0 |
| 5828 | 48 | F | 2 | Graduate | Married | Less than $40K | Silver | 35 | 5 | 2 | 2 | 13994.000 | 0 | 0.570 | 3299 | 63 | 0.853 | 0.000 | 0 | 0 |
| 5829 | 57 | M | 2 | Graduate | Single | $120K + | Blue | 51 | 3 | 5 | 3 | 8760.000 | 0 | 0.726 | 2460 | 39 | 0.560 | 0.000 | 1 | 1 |
| 5830 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1688.000 | 0 | 0.641 | 4375 | 69 | 0.605 | 0.000 | 0 | 0 |
| 5831 | 46 | F | 2 | College | Married | abc | Blue | 27 | 6 | 3 | 3 | 9881.000 | 1794 | 0.582 | 4725 | 85 | 0.735 | 0.182 | 0 | 0 |
| 5832 | 39 | M | 4 | Graduate | Single | $60K - $80K | Blue | 26 | 6 | 2 | 0 | 4534.000 | 917 | 0.840 | 4211 | 66 | 0.610 | 0.202 | 0 | 0 |
| 5833 | 57 | F | 4 | Uneducated | Single | Less than $40K | Blue | 51 | 5 | 3 | 3 | 3545.000 | 1446 | 0.638 | 3691 | 69 | 0.917 | 0.408 | 0 | 0 |
| 5834 | 57 | F | 2 | College | Single | Less than $40K | Blue | 49 | 4 | 2 | 2 | 1857.000 | 1528 | 0.698 | 4681 | 71 | 0.868 | 0.823 | 0 | 0 |
| 5835 | 56 | F | 4 | Uneducated | Single | abc | Blue | 51 | 5 | 1 | 1 | 3334.000 | 1272 | 1.120 | 4284 | 73 | 0.587 | 0.382 | 0 | 0 |
| 5836 | 55 | F | 3 | NaN | Single | $40K - $60K | Blue | 32 | 5 | 3 | 4 | 2496.000 | 1999 | 0.724 | 2590 | 50 | 0.667 | 0.801 | 1 | 1 |
| 5837 | 41 | F | 3 | College | Married | Less than $40K | Blue | 37 | 3 | 1 | 2 | 1438.300 | 765 | 0.644 | 4053 | 66 | 0.692 | 0.532 | 0 | 0 |
| 5838 | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 3 | 2 | 2 | 1438.300 | 0 | 0.680 | 2429 | 38 | 0.652 | 0.000 | 1 | 1 |
| 5839 | 52 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 4 | 2 | 2 | 9357.000 | 1285 | 0.694 | 4173 | 77 | 0.711 | 0.137 | 0 | 0 |
| 5840 | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2423.000 | 1674 | 0.644 | 4258 | 80 | 0.538 | 0.691 | 0 | 0 |
| 5841 | 45 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 1936.000 | 1613 | 0.841 | 4773 | 80 | 0.818 | 0.833 | 0 | 0 |
| 5842 | 43 | M | 1 | Graduate | Divorced | $60K - $80K | Blue | 25 | 4 | 3 | 3 | 1783.000 | 1014 | 0.956 | 3861 | 81 | 0.558 | 0.569 | 0 | 0 |
| 5843 | 59 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1438.300 | 0 | 0.622 | 4155 | 62 | 0.632 | 0.000 | 0 | 0 |
| 5844 | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 46 | 4 | 1 | 3 | 1438.300 | 0 | 0.622 | 4333 | 84 | 0.826 | 0.000 | 0 | 0 |
| 5845 | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Silver | 36 | 6 | 3 | 2 | 10580.000 | 1023 | 0.907 | 4721 | 81 | 0.800 | 0.097 | 0 | 0 |
| 5846 | 54 | F | 2 | NaN | Single | Less than $40K | Blue | 48 | 5 | 3 | 2 | 4597.000 | 1316 | 0.646 | 3507 | 68 | 0.511 | 0.286 | 0 | 0 |
| 5847 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 44 | 4 | 2 | 3 | 1656.000 | 929 | 0.898 | 4408 | 79 | 0.681 | 0.561 | 0 | 0 |
| 5848 | 39 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 5 | 3 | 2 | 3279.000 | 0 | 0.765 | 5048 | 75 | 0.923 | 0.000 | 0 | 0 |
| 5849 | 49 | F | 3 | College | Married | $40K - $60K | Blue | 44 | 6 | 2 | 3 | 2578.000 | 1590 | 0.657 | 4683 | 89 | 0.618 | 0.617 | 0 | 0 |
| 5850 | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 30 | 3 | 3 | 3 | 4068.000 | 0 | 1.121 | 5161 | 83 | 0.766 | 0.000 | 0 | 0 |
| 5851 | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2128.000 | 528 | 0.525 | 2289 | 41 | 0.414 | 0.248 | 1 | 1 |
| 5852 | 45 | F | 2 | Doctorate | Married | Less than $40K | Blue | 31 | 4 | 3 | 4 | 2704.000 | 2262 | 0.870 | 2362 | 39 | 0.444 | 0.837 | 1 | 1 |
| 5853 | 38 | F | 3 | Post-Graduate | NaN | Less than $40K | Blue | 29 | 4 | 1 | 0 | 1878.000 | 1247 | 0.670 | 4650 | 71 | 0.614 | 0.664 | 0 | 0 |
| 5854 | 46 | F | 3 | College | Married | abc | Blue | 40 | 3 | 3 | 3 | 10600.000 | 0 | 0.777 | 4697 | 67 | 0.523 | 0.000 | 0 | 0 |
| 5855 | 58 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 6 | 9909.000 | 0 | 0.466 | 1844 | 41 | 0.640 | 0.000 | 1 | 1 |
| 5856 | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 3 | 2 | 3 | 1665.000 | 983 | 0.889 | 4420 | 86 | 0.720 | 0.590 | 0 | 0 |
| 5857 | 50 | M | 1 | Graduate | Divorced | $120K + | Blue | 42 | 1 | 3 | 2 | 1656.000 | 0 | 0.626 | 2073 | 44 | 0.833 | 0.000 | 1 | 1 |
| 5858 | 53 | M | 1 | High School | NaN | $80K - $120K | Blue | 36 | 3 | 3 | 4 | 14111.000 | 1034 | 0.505 | 2950 | 64 | 0.684 | 0.073 | 0 | 0 |
| 5859 | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 4 | 2 | 3 | 2012.000 | 1230 | 0.668 | 3822 | 68 | 0.659 | 0.611 | 0 | 0 |
| 5860 | 43 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 31 | 6 | 1 | 1 | 2837.000 | 1807 | 0.609 | 4279 | 83 | 0.627 | 0.637 | 0 | 0 |
| 5861 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1709.000 | 0 | 0.685 | 4981 | 79 | 0.975 | 0.000 | 0 | 0 |
| 5862 | 49 | F | 1 | NaN | Married | Less than $40K | Blue | 31 | 5 | 2 | 1 | 5714.000 | 868 | 0.636 | 4331 | 85 | 0.700 | 0.152 | 0 | 0 |
| 5863 | 41 | M | 3 | NaN | Married | $60K - $80K | Blue | 32 | 4 | 1 | 3 | 5071.000 | 1043 | 0.667 | 3358 | 62 | 0.722 | 0.206 | 0 | 0 |
| 5864 | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 44 | 3 | 3 | 3 | 24028.000 | 0 | 0.496 | 3531 | 73 | 0.738 | 0.000 | 0 | 0 |
| 5865 | 31 | F | 2 | Post-Graduate | NaN | abc | Blue | 13 | 5 | 3 | 3 | 13882.000 | 0 | 0.870 | 4798 | 82 | 0.822 | 0.000 | 0 | 0 |
| 5866 | 49 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 41 | 3 | 2 | 2 | 3585.000 | 931 | 0.620 | 4399 | 78 | 0.733 | 0.260 | 0 | 0 |
| 5867 | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 34 | 4 | 2 | 2 | 9124.000 | 2126 | 0.449 | 4564 | 65 | 0.548 | 0.233 | 0 | 0 |
| 5868 | 45 | F | 4 | Graduate | Married | abc | Blue | 35 | 4 | 2 | 2 | 2705.000 | 0 | 0.736 | 4749 | 80 | 0.778 | 0.000 | 0 | 0 |
| 5869 | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 1936.000 | 1101 | 0.984 | 4578 | 70 | 0.892 | 0.569 | 0 | 0 |
| 5870 | 49 | M | 3 | High School | Married | $80K - $120K | Blue | 41 | 5 | 2 | 3 | 8051.000 | 2138 | 0.716 | 4370 | 83 | 0.886 | 0.266 | 0 | 0 |
| 5871 | 36 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 3635.000 | 1617 | 0.828 | 4045 | 62 | 1.067 | 0.445 | 0 | 0 |
| 5872 | 46 | F | 1 | High School | Married | Less than $40K | Blue | 37 | 4 | 2 | 2 | 2532.000 | 1487 | 0.581 | 4143 | 71 | 1.029 | 0.587 | 0 | 0 |
| 5873 | 54 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2028.000 | 0 | 0.823 | 4030 | 78 | 0.733 | 0.000 | 0 | 0 |
| 5874 | 42 | F | 4 | Doctorate | Married | Less than $40K | Blue | 24 | 3 | 2 | 3 | 4304.000 | 0 | 0.183 | 1788 | 36 | 0.091 | 0.000 | 1 | 1 |
| 5875 | 46 | F | 3 | Graduate | NaN | abc | Blue | 39 | 4 | 1 | 2 | 6644.000 | 2082 | 0.915 | 4659 | 76 | 0.854 | 0.313 | 0 | 0 |
| 5876 | 45 | F | 5 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 1 | 3 | 1830.000 | 650 | 0.724 | 4838 | 71 | 0.972 | 0.355 | 0 | 0 |
| 5877 | 37 | M | 2 | Uneducated | Married | $120K + | Blue | 23 | 4 | 3 | 3 | 7607.000 | 2170 | 0.377 | 4495 | 77 | 0.674 | 0.285 | 0 | 0 |
| 5878 | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 5 | 2060.000 | 0 | 0.251 | 1976 | 44 | 0.257 | 0.000 | 1 | 1 |
| 5879 | 49 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 1438.300 | 906 | 0.541 | 4457 | 84 | 0.714 | 0.630 | 0 | 0 |
| 5880 | 41 | M | 4 | High School | Single | $60K - $80K | Blue | 28 | 4 | 3 | 3 | 3126.000 | 1503 | 0.892 | 3662 | 74 | 0.644 | 0.481 | 0 | 0 |
| 5881 | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 27 | 4 | 6 | 3 | 6885.000 | 1611 | 0.955 | 3804 | 67 | 0.861 | 0.234 | 0 | 0 |
| 5882 | 42 | M | 4 | High School | NaN | $60K - $80K | Blue | 36 | 4 | 3 | 4 | 1871.000 | 0 | 0.730 | 2593 | 48 | 0.548 | 0.000 | 1 | 1 |
| 5883 | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 17 | 4 | 2 | 3 | 2787.000 | 1761 | 0.670 | 4358 | 89 | 0.648 | 0.632 | 0 | 0 |
| 5884 | 50 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 45 | 6 | 3 | 2 | 1867.000 | 1478 | 0.727 | 4097 | 70 | 0.707 | 0.792 | 0 | 0 |
| 5885 | 41 | F | 3 | NaN | Married | Less than $40K | Blue | 32 | 3 | 2 | 3 | 1438.300 | 0 | 0.372 | 1852 | 38 | 0.310 | 0.000 | 1 | 1 |
| 5886 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 6 | 4 | 3 | 2473.000 | 0 | 0.547 | 2133 | 44 | 0.419 | 0.000 | 1 | 1 |
| 5887 | 40 | M | 4 | Post-Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 2 | 4640.000 | 1555 | 0.780 | 3870 | 70 | 0.707 | 0.335 | 0 | 0 |
| 5888 | 47 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2712.000 | 2411 | 0.844 | 5201 | 82 | 0.907 | 0.889 | 0 | 0 |
| 5889 | 46 | F | 3 | Graduate | NaN | abc | Blue | 30 | 3 | 2 | 1 | 8869.000 | 0 | 0.413 | 1935 | 40 | 0.429 | 0.000 | 1 | 1 |
| 5890 | 51 | F | 4 | Graduate | Married | abc | Blue | 41 | 2 | 3 | 5 | 3853.000 | 696 | 0.882 | 2443 | 38 | 0.583 | 0.181 | 1 | 1 |
| 5891 | 53 | F | 3 | College | Married | Less than $40K | Blue | 43 | 4 | 2 | 3 | 1438.300 | 721 | 0.601 | 4606 | 86 | 0.955 | 0.501 | 0 | 0 |
| 5892 | 50 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 2 | 3 | 14409.000 | 511 | 0.799 | 2351 | 39 | 0.300 | 0.035 | 1 | 1 |
| 5893 | 59 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 1665.000 | 0 | 1.010 | 2748 | 40 | 0.333 | 0.000 | 1 | 1 |
| 5894 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 31 | 6 | 1 | 3 | 2639.000 | 0 | 0.892 | 4892 | 85 | 0.771 | 0.000 | 0 | 0 |
| 5895 | 59 | F | 2 | High School | Married | Less than $40K | Blue | 48 | 6 | 1 | 1 | 2338.000 | 1566 | 0.533 | 3964 | 69 | 0.500 | 0.670 | 0 | 0 |
| 5896 | 51 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 3 | 3 | 0 | 2774.000 | 1362 | 0.866 | 4802 | 91 | 0.685 | 0.491 | 0 | 0 |
| 5897 | 57 | F | 1 | College | Single | abc | Blue | 46 | 6 | 1 | 1 | 4283.000 | 488 | 0.865 | 4689 | 65 | 0.477 | 0.114 | 0 | 0 |
| 5898 | 47 | F | 4 | Uneducated | Single | abc | Blue | 42 | 3 | 4 | 3 | 6263.000 | 2517 | 0.857 | 2613 | 50 | 0.724 | 0.402 | 1 | 1 |
| 5899 | 35 | F | 2 | Graduate | Single | Less than $40K | Blue | 23 | 6 | 3 | 3 | 2317.000 | 1301 | 0.925 | 4161 | 71 | 1.219 | 0.562 | 0 | 0 |
| 5900 | 55 | F | 2 | College | Divorced | Less than $40K | Blue | 43 | 5 | 2 | 1 | 2239.000 | 1340 | 0.658 | 4540 | 73 | 0.587 | 0.598 | 0 | 0 |
| 5901 | 41 | F | 1 | College | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 2225.000 | 0 | 1.060 | 4917 | 84 | 0.750 | 0.000 | 0 | 0 |
| 5902 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 2 | 3 | 1519.000 | 1148 | 0.767 | 4927 | 73 | 0.738 | 0.756 | 0 | 0 |
| 5903 | 48 | F | 5 | Uneducated | Married | abc | Blue | 36 | 4 | 2 | 3 | 5495.000 | 2200 | 0.696 | 5125 | 85 | 0.771 | 0.400 | 0 | 0 |
| 5904 | 51 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 1 | 1 | 2141.000 | 1176 | 0.746 | 4317 | 64 | 0.778 | 0.549 | 0 | 0 |
| 5905 | 43 | F | 2 | High School | Married | Less than $40K | Blue | 29 | 4 | 1 | 2 | 2616.000 | 1786 | 0.876 | 5219 | 63 | 0.750 | 0.683 | 0 | 0 |
| 5906 | 39 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 25 | 3 | 1 | 1 | 5494.000 | 1356 | 0.463 | 3566 | 81 | 0.884 | 0.247 | 0 | 0 |
| 5907 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 3 | 5 | 1 | 2003.000 | 1735 | 0.855 | 2343 | 42 | 0.355 | 0.866 | 1 | 1 |
| 5908 | 47 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2092.000 | 1499 | 0.811 | 4130 | 80 | 1.162 | 0.717 | 0 | 0 |
| 5909 | 44 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 6606.000 | 2517 | 0.825 | 4493 | 68 | 0.659 | 0.381 | 0 | 0 |
| 5910 | 42 | F | 4 | College | Married | abc | Blue | 23 | 3 | 3 | 2 | 7102.000 | 0 | 0.599 | 4083 | 68 | 0.744 | 0.000 | 0 | 0 |
| 5911 | 51 | F | 2 | NaN | Married | Less than $40K | Silver | 36 | 6 | 2 | 3 | 13812.000 | 1132 | 0.699 | 3723 | 56 | 0.867 | 0.082 | 0 | 0 |
| 5912 | 56 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 5 | 3 | 2 | 7075.000 | 1676 | 1.268 | 4160 | 75 | 0.667 | 0.237 | 0 | 0 |
| 5913 | 44 | M | 1 | College | Single | $40K - $60K | Blue | 40 | 6 | 1 | 2 | 4274.000 | 1680 | 0.780 | 4820 | 60 | 0.765 | 0.393 | 0 | 0 |
| 5914 | 47 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 5 | 1 | 3 | 2317.000 | 0 | 0.570 | 4894 | 89 | 0.854 | 0.000 | 0 | 0 |
| 5915 | 51 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 642 | 0.405 | 1939 | 49 | 0.400 | 0.446 | 1 | 1 |
| 5916 | 47 | M | 4 | High School | Married | $80K - $120K | Blue | 37 | 5 | 3 | 3 | 2888.000 | 0 | 0.717 | 4345 | 75 | 0.786 | 0.000 | 0 | 0 |
| 5917 | 44 | F | 4 | College | Single | abc | Blue | 34 | 4 | 1 | 2 | 12310.000 | 670 | 0.801 | 4176 | 76 | 0.767 | 0.054 | 0 | 0 |
| 5918 | 48 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 3 | 3 | 1622.000 | 1249 | 0.585 | 4164 | 66 | 0.610 | 0.770 | 0 | 0 |
| 5919 | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 2 | 1 | 1438.300 | 0 | 0.685 | 2153 | 35 | 0.346 | 0.000 | 1 | 1 |
| 5920 | 40 | M | 3 | NaN | Single | $80K - $120K | Blue | 23 | 6 | 2 | 2 | 12559.000 | 0 | 0.715 | 4700 | 71 | 0.511 | 0.000 | 0 | 0 |
| 5921 | 56 | F | 1 | Uneducated | NaN | $40K - $60K | Blue | 46 | 4 | 3 | 3 | 2929.000 | 1287 | 0.497 | 3875 | 67 | 0.595 | 0.439 | 0 | 0 |
| 5922 | 48 | F | 3 | NaN | Divorced | Less than $40K | Blue | 31 | 5 | 2 | 4 | 1438.300 | 0 | 0.500 | 1897 | 58 | 0.706 | 0.000 | 1 | 1 |
| 5923 | 50 | F | 1 | NaN | Single | Less than $40K | Blue | 40 | 4 | 1 | 2 | 2319.000 | 1026 | 0.521 | 4099 | 74 | 0.721 | 0.442 | 0 | 0 |
| 5924 | 37 | F | 2 | Uneducated | Married | abc | Blue | 22 | 4 | 3 | 3 | 7927.000 | 996 | 0.521 | 4094 | 85 | 0.771 | 0.126 | 0 | 0 |
| 5925 | 55 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 50 | 2 | 6 | 3 | 1720.000 | 0 | 0.707 | 2719 | 36 | 0.440 | 0.000 | 1 | 1 |
| 5926 | 38 | M | 3 | NaN | Single | $80K - $120K | Blue | 30 | 5 | 1 | 3 | 3642.000 | 724 | 0.680 | 4517 | 79 | 0.837 | 0.199 | 0 | 0 |
| 5927 | 49 | F | 3 | High School | Married | $40K - $60K | Blue | 44 | 5 | 1 | 2 | 3881.000 | 0 | 0.601 | 4177 | 66 | 0.737 | 0.000 | 0 | 0 |
| 5928 | 47 | M | 3 | Doctorate | NaN | $120K + | Blue | 41 | 6 | 2 | 2 | 6143.000 | 1151 | 0.866 | 4330 | 72 | 0.895 | 0.187 | 0 | 0 |
| 5929 | 42 | F | 1 | NaN | Married | Less than $40K | Blue | 37 | 3 | 3 | 0 | 1438.300 | 0 | 0.720 | 4154 | 78 | 0.814 | 0.000 | 0 | 0 |
| 5930 | 52 | F | 4 | College | NaN | Less than $40K | Blue | 39 | 6 | 3 | 1 | 2035.000 | 1343 | 0.835 | 4643 | 86 | 0.686 | 0.660 | 0 | 0 |
| 5931 | 47 | F | 2 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 3 | 3899.000 | 0 | 0.718 | 2182 | 40 | 0.429 | 0.000 | 1 | 1 |
| 5932 | 52 | F | 1 | NaN | Single | $40K - $60K | Blue | 43 | 4 | 2 | 2 | 1981.000 | 1082 | 0.584 | 3913 | 90 | 0.731 | 0.546 | 0 | 0 |
| 5933 | 50 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 4 | 2422.000 | 502 | 0.997 | 2548 | 46 | 0.484 | 0.207 | 1 | 1 |
| 5934 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 43 | 6 | 3 | 3 | 11964.000 | 800 | 0.954 | 4853 | 85 | 0.848 | 0.067 | 0 | 0 |
| 5935 | 50 | F | 4 | College | Married | abc | Blue | 36 | 6 | 4 | 3 | 3862.000 | 0 | 0.578 | 4058 | 81 | 0.723 | 0.000 | 0 | 0 |
| 5936 | 46 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 5 | 4 | 2 | 33142.000 | 0 | 0.846 | 4347 | 63 | 0.575 | 0.000 | 0 | 0 |
| 5937 | 40 | M | 2 | High School | Single | $120K + | Silver | 36 | 3 | 4 | 2 | 34516.000 | 1436 | 0.688 | 3564 | 73 | 0.825 | 0.042 | 0 | 0 |
| 5938 | 42 | F | 4 | High School | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 3454.000 | 0 | 0.862 | 2826 | 39 | 0.625 | 0.000 | 1 | 1 |
| 5939 | 29 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 6 | 3 | 2 | 2732.000 | 1746 | 1.028 | 4702 | 85 | 0.771 | 0.639 | 0 | 0 |
| 5940 | 50 | M | 4 | High School | Divorced | $80K - $120K | Blue | 45 | 4 | 2 | 2 | 1687.000 | 992 | 0.721 | 4342 | 82 | 0.783 | 0.588 | 0 | 0 |
| 5941 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 3523.000 | 0 | 0.973 | 3174 | 44 | 0.222 | 0.000 | 1 | 1 |
| 5942 | 40 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 4 | 3 | 2 | 5773.000 | 2024 | 0.977 | 3732 | 71 | 0.972 | 0.351 | 0 | 0 |
| 5943 | 45 | F | 3 | Graduate | Married | abc | Blue | 40 | 3 | 5 | 3 | 4462.000 | 706 | 0.886 | 2526 | 41 | 0.414 | 0.158 | 1 | 1 |
| 5944 | 35 | F | 3 | Doctorate | Married | Less than $40K | Blue | 30 | 5 | 2 | 2 | 3976.000 | 1789 | 0.931 | 4419 | 75 | 0.829 | 0.450 | 0 | 0 |
| 5945 | 55 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2679.000 | 2277 | 0.736 | 4943 | 85 | 0.735 | 0.850 | 0 | 0 |
| 5946 | 49 | F | 4 | NaN | Married | $40K - $60K | Blue | 29 | 6 | 3 | 2 | 1564.000 | 0 | 1.114 | 5172 | 78 | 0.733 | 0.000 | 0 | 0 |
| 5947 | 53 | F | 2 | High School | Single | $40K - $60K | Blue | 47 | 5 | 2 | 3 | 1536.000 | 728 | 0.604 | 4133 | 78 | 0.529 | 0.474 | 0 | 0 |
| 5948 | 46 | M | 5 | High School | Married | $40K - $60K | Blue | 37 | 6 | 2 | 1 | 2375.000 | 1196 | 0.641 | 4087 | 66 | 0.833 | 0.504 | 0 | 0 |
| 5949 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 42 | 4 | 3 | 3 | 2719.000 | 0 | 0.794 | 4172 | 65 | 0.970 | 0.000 | 0 | 0 |
| 5950 | 53 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 3369.000 | 2424 | 0.825 | 5220 | 78 | 0.592 | 0.720 | 0 | 0 |
| 5951 | 58 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 1 | 3173.000 | 1713 | 0.609 | 3797 | 75 | 0.786 | 0.540 | 0 | 0 |
| 5952 | 47 | F | 2 | High School | NaN | Less than $40K | Blue | 36 | 4 | 2 | 2 | 3139.000 | 0 | 0.728 | 4892 | 95 | 0.827 | 0.000 | 0 | 0 |
| 5953 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 3 | 3 | 4 | 2140.000 | 0 | 0.765 | 2915 | 50 | 0.316 | 0.000 | 1 | 1 |
| 5954 | 56 | F | 3 | Uneducated | Single | Less than $40K | Blue | 46 | 4 | 3 | 2 | 2258.000 | 0 | 0.617 | 4803 | 72 | 0.714 | 0.000 | 0 | 0 |
| 5955 | 48 | M | 3 | Graduate | Married | $40K - $60K | Blue | 43 | 5 | 1 | 1 | 2423.000 | 1779 | 0.503 | 4035 | 74 | 0.805 | 0.734 | 0 | 0 |
| 5956 | 55 | F | 1 | High School | Single | Less than $40K | Blue | 37 | 4 | 3 | 3 | 2376.000 | 1969 | 0.788 | 4301 | 79 | 1.026 | 0.829 | 0 | 0 |
| 5957 | 38 | M | 1 | Graduate | Single | Less than $40K | Blue | 28 | 4 | 5 | 2 | 1690.000 | 1459 | 0.667 | 3928 | 69 | 0.643 | 0.863 | 0 | 0 |
| 5958 | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 8583.000 | 0 | 0.358 | 1794 | 31 | 0.292 | 0.000 | 1 | 1 |
| 5959 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 1 | 2996.000 | 2147 | 0.503 | 4724 | 66 | 0.737 | 0.717 | 0 | 0 |
| 5960 | 49 | F | 1 | Post-Graduate | Single | abc | Blue | 39 | 6 | 3 | 2 | 2880.000 | 1996 | 0.719 | 4334 | 81 | 0.884 | 0.693 | 0 | 0 |
| 5961 | 48 | M | 4 | Uneducated | Divorced | $80K - $120K | Gold | 38 | 4 | 3 | 1 | 34516.000 | 1426 | 0.621 | 4814 | 71 | 0.690 | 0.041 | 0 | 0 |
| 5962 | 36 | F | 2 | Doctorate | Single | abc | Blue | 23 | 5 | 2 | 3 | 6966.000 | 905 | 0.755 | 4855 | 69 | 0.500 | 0.130 | 0 | 0 |
| 5963 | 36 | M | 3 | College | Married | $120K + | Blue | 24 | 2 | 2 | 3 | 11316.000 | 1599 | 0.713 | 2595 | 49 | 0.361 | 0.141 | 1 | 1 |
| 5964 | 38 | F | 0 | High School | Single | Less than $40K | Blue | 30 | 4 | 2 | 1 | 1438.300 | 1003 | 0.629 | 4247 | 84 | 0.714 | 0.697 | 0 | 0 |
| 5965 | 44 | M | 1 | Uneducated | Divorced | $120K + | Blue | 39 | 3 | 2 | 3 | 11362.000 | 0 | 0.668 | 3197 | 61 | 0.564 | 0.000 | 0 | 0 |
| 5966 | 52 | F | 0 | Doctorate | Married | abc | Blue | 46 | 6 | 4 | 3 | 7210.000 | 0 | 0.769 | 2516 | 36 | 0.800 | 0.000 | 1 | 1 |
| 5967 | 55 | F | 4 | College | Single | abc | Blue | 36 | 5 | 3 | 3 | 7790.000 | 753 | 0.968 | 4835 | 84 | 0.826 | 0.097 | 0 | 0 |
| 5968 | 37 | F | 2 | NaN | Married | Less than $40K | Blue | 18 | 3 | 3 | 1 | 2023.000 | 1587 | 0.647 | 4391 | 79 | 0.837 | 0.784 | 0 | 0 |
| 5969 | 51 | F | 3 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 3 | 9117.000 | 1259 | 0.880 | 3837 | 75 | 0.705 | 0.138 | 0 | 0 |
| 5970 | 41 | F | 2 | Doctorate | NaN | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1801.000 | 940 | 0.594 | 3797 | 74 | 0.721 | 0.522 | 0 | 0 |
| 5971 | 51 | M | 2 | High School | Married | $60K - $80K | Blue | 37 | 6 | 6 | 3 | 8787.000 | 1087 | 0.974 | 4537 | 75 | 1.273 | 0.124 | 0 | 0 |
| 5972 | 40 | M | 4 | Graduate | Married | $60K - $80K | Silver | 36 | 6 | 1 | 3 | 27436.000 | 642 | 0.705 | 4051 | 81 | 0.761 | 0.023 | 0 | 0 |
| 5973 | 65 | F | 2 | Doctorate | Single | Less than $40K | Blue | 53 | 6 | 3 | 2 | 2195.000 | 1917 | 0.535 | 4205 | 65 | 0.625 | 0.873 | 0 | 0 |
| 5974 | 46 | M | 4 | College | Married | $80K - $120K | Blue | 34 | 5 | 3 | 2 | 13734.000 | 568 | 0.719 | 4283 | 67 | 0.861 | 0.041 | 0 | 0 |
| 5975 | 45 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 6 | 2 | 3 | 2731.000 | 1868 | 0.533 | 3915 | 66 | 0.650 | 0.684 | 0 | 0 |
| 5976 | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 45 | 3 | 2 | 0 | 2453.000 | 1534 | 0.785 | 4185 | 66 | 0.784 | 0.625 | 0 | 0 |
| 5977 | 49 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 7451.000 | 1542 | 0.684 | 4960 | 97 | 0.565 | 0.207 | 0 | 0 |
| 5978 | 41 | F | 3 | High School | Married | $40K - $60K | Blue | 35 | 3 | 3 | 3 | 2644.000 | 1794 | 0.863 | 4081 | 72 | 0.800 | 0.679 | 0 | 0 |
| 5979 | 41 | M | 4 | Graduate | Married | $80K - $120K | Silver | 28 | 3 | 2 | 3 | 34516.000 | 825 | 0.616 | 2022 | 52 | 0.733 | 0.024 | 1 | 1 |
| 5980 | 41 | M | 5 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 4575.000 | 1344 | 0.460 | 4726 | 64 | 0.561 | 0.294 | 0 | 0 |
| 5981 | 51 | F | 1 | College | Single | Less than $40K | Blue | 45 | 3 | 3 | 2 | 4860.000 | 1772 | 0.561 | 4329 | 80 | 0.860 | 0.365 | 0 | 0 |
| 5982 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 4 | 2 | 1438.300 | 510 | 0.711 | 3399 | 66 | 0.784 | 0.355 | 0 | 0 |
| 5983 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 25 | 3 | 2 | 4 | 1690.000 | 0 | 0.690 | 2645 | 60 | 0.622 | 0.000 | 1 | 1 |
| 5984 | 39 | M | 5 | Uneducated | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.677 | 4596 | 82 | 0.745 | 0.000 | 0 | 0 |
| 5985 | 46 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 24512.000 | 766 | 0.509 | 4561 | 78 | 0.368 | 0.031 | 0 | 0 |
| 5986 | 43 | F | 3 | High School | Single | $40K - $60K | Blue | 34 | 1 | 3 | 2 | 1654.000 | 1474 | 0.586 | 2086 | 47 | 0.621 | 0.891 | 1 | 1 |
| 5987 | 63 | M | 1 | Graduate | Single | $80K - $120K | Blue | 55 | 6 | 1 | 2 | 21430.000 | 0 | 0.511 | 3561 | 57 | 0.676 | 0.000 | 0 | 1 |
| 5988 | 50 | M | 1 | Graduate | Married | $120K + | Silver | 38 | 4 | 3 | 3 | 34516.000 | 1915 | 0.625 | 3828 | 65 | 1.321 | 0.055 | 0 | 0 |
| 5989 | 37 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 27 | 6 | 3 | 2 | 1438.300 | 759 | 0.858 | 4446 | 86 | 0.720 | 0.528 | 0 | 0 |
| 5990 | 33 | F | 2 | Doctorate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2800.000 | 1559 | 0.598 | 4253 | 83 | 0.694 | 0.557 | 0 | 0 |
| 5991 | 44 | M | 4 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 3117.000 | 1400 | 0.913 | 4391 | 85 | 0.809 | 0.449 | 0 | 0 |
| 5992 | 44 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 34 | 6 | 3 | 3 | 2558.000 | 2016 | 0.806 | 3792 | 78 | 0.500 | 0.788 | 0 | 0 |
| 5993 | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 39 | 2 | 3 | 2 | 10061.000 | 0 | 0.787 | 2802 | 52 | 0.529 | 0.000 | 1 | 1 |
| 5994 | 45 | F | 4 | Graduate | NaN | abc | Blue | 36 | 4 | 1 | 3 | 3416.000 | 727 | 0.580 | 4121 | 83 | 0.729 | 0.213 | 0 | 0 |
| 5995 | 39 | F | 3 | Graduate | Married | abc | Blue | 28 | 3 | 3 | 3 | 9371.000 | 1066 | 0.890 | 4754 | 78 | 0.857 | 0.114 | 0 | 0 |
| 5996 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 3147.000 | 2453 | 0.744 | 4465 | 82 | 0.952 | 0.779 | 0 | 0 |
| 5997 | 52 | F | 3 | NaN | Single | Less than $40K | Blue | 37 | 4 | 2 | 2 | 1554.000 | 926 | 0.785 | 4997 | 79 | 0.927 | 0.596 | 0 | 0 |
| 5998 | 47 | F | 5 | Uneducated | Single | abc | Blue | 40 | 5 | 4 | 5 | 3502.000 | 0 | 0.531 | 1895 | 42 | 0.400 | 0.000 | 1 | 1 |
| 5999 | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 40 | 4 | 2 | 2 | 2712.000 | 1686 | 0.791 | 4678 | 74 | 0.644 | 0.622 | 0 | 0 |
| 6000 | 59 | F | 0 | College | Married | Less than $40K | Blue | 51 | 6 | 1 | 0 | 1438.300 | 0 | 0.715 | 4817 | 81 | 0.688 | 0.000 | 0 | 0 |
| 6001 | 39 | M | 3 | High School | Married | $120K + | Blue | 36 | 6 | 3 | 2 | 3281.000 | 1682 | 0.577 | 4109 | 69 | 0.500 | 0.513 | 0 | 0 |
| 6002 | 35 | F | 5 | High School | Married | $40K - $60K | Blue | 25 | 3 | 2 | 6 | 1438.300 | 0 | 0.763 | 2500 | 44 | 0.517 | 0.000 | 1 | 1 |
| 6003 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 3 | 3 | 2469.000 | 1826 | 0.666 | 3837 | 74 | 0.721 | 0.740 | 0 | 0 |
| 6004 | 41 | M | 4 | NaN | Married | $80K - $120K | Blue | 35 | 4 | 2 | 3 | 3497.000 | 0 | 0.696 | 4345 | 72 | 0.756 | 0.000 | 0 | 0 |
| 6005 | 46 | F | 4 | NaN | NaN | $40K - $60K | Blue | 38 | 4 | 2 | 3 | 2505.000 | 0 | 0.800 | 4384 | 80 | 0.860 | 0.000 | 0 | 0 |
| 6006 | 34 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 5 | 1 | 3 | 2763.000 | 1913 | 0.598 | 4136 | 69 | 0.568 | 0.692 | 0 | 0 |
| 6007 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 35 | 5 | 2 | 3 | 2081.000 | 0 | 1.004 | 4863 | 87 | 0.706 | 0.000 | 0 | 0 |
| 6008 | 55 | F | 3 | Graduate | Married | abc | Blue | 45 | 1 | 3 | 1 | 2815.000 | 1848 | 0.563 | 2618 | 29 | 0.450 | 0.656 | 1 | 1 |
| 6009 | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 1 | 3 | 1737.000 | 0 | 0.953 | 4723 | 78 | 0.625 | 0.000 | 0 | 0 |
| 6010 | 52 | F | 4 | High School | Single | abc | Blue | 36 | 5 | 3 | 3 | 9078.000 | 1194 | 0.745 | 4458 | 87 | 0.812 | 0.132 | 0 | 0 |
| 6011 | 46 | M | 5 | Uneducated | NaN | $40K - $60K | Blue | 40 | 5 | 4 | 3 | 6185.000 | 1960 | 0.669 | 2225 | 45 | 0.875 | 0.317 | 1 | 1 |
| 6012 | 51 | F | 2 | Graduate | Divorced | abc | Blue | 36 | 5 | 3 | 3 | 2069.000 | 1802 | 0.651 | 4402 | 91 | 0.750 | 0.871 | 0 | 0 |
| 6013 | 45 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 9234.000 | 0 | 0.629 | 2586 | 44 | 0.257 | 0.000 | 1 | 1 |
| 6014 | 37 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2684.000 | 0 | 0.660 | 4796 | 85 | 0.635 | 0.000 | 0 | 0 |
| 6015 | 48 | F | 3 | High School | Married | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 2151.000 | 0 | 0.763 | 4604 | 86 | 0.720 | 0.000 | 0 | 0 |
| 6016 | 52 | M | 2 | College | Single | $60K - $80K | Blue | 37 | 4 | 3 | 3 | 2749.000 | 1380 | 0.937 | 3882 | 90 | 0.765 | 0.502 | 0 | 0 |
| 6017 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 31 | 3 | 2 | 2 | 1980.000 | 823 | 0.861 | 4467 | 69 | 0.683 | 0.416 | 0 | 0 |
| 6018 | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 4 | 3 | 4232.000 | 0 | 0.878 | 2312 | 37 | 0.609 | 0.000 | 1 | 1 |
| 6019 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 1438.300 | 877 | 0.743 | 4283 | 76 | 0.617 | 0.610 | 0 | 0 |
| 6020 | 43 | F | 2 | Uneducated | NaN | abc | Blue | 36 | 5 | 1 | 0 | 6931.000 | 1380 | 0.795 | 4437 | 64 | 0.882 | 0.199 | 0 | 0 |
| 6021 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 3302.000 | 2517 | 0.705 | 2682 | 47 | 0.516 | 0.762 | 1 | 1 |
| 6022 | 61 | M | 1 | Graduate | Single | abc | Blue | 56 | 5 | 3 | 2 | 4235.000 | 1675 | 1.079 | 3862 | 76 | 0.949 | 0.396 | 0 | 0 |
| 6023 | 51 | F | 2 | Doctorate | Married | abc | Blue | 45 | 6 | 6 | 2 | 6501.000 | 0 | 0.651 | 5074 | 81 | 0.688 | 0.000 | 0 | 0 |
| 6024 | 34 | F | 1 | Graduate | Single | abc | Blue | 21 | 6 | 1 | 3 | 6376.000 | 1322 | 0.709 | 5192 | 70 | 0.628 | 0.207 | 0 | 0 |
| 6025 | 33 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1457.000 | 0 | 0.677 | 2200 | 45 | 0.364 | 0.000 | 1 | 1 |
| 6026 | 38 | F | 3 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 5576.000 | 0 | 0.686 | 4322 | 85 | 0.809 | 0.000 | 0 | 0 |
| 6027 | 56 | F | 3 | College | Single | abc | Blue | 36 | 5 | 1 | 3 | 1438.300 | 0 | 0.760 | 4919 | 83 | 0.627 | 0.000 | 0 | 0 |
| 6028 | 45 | F | 3 | Graduate | Single | abc | Blue | 27 | 4 | 3 | 3 | 2478.000 | 1748 | 0.643 | 4353 | 80 | 0.667 | 0.705 | 0 | 0 |
| 6029 | 44 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 6 | 3 | 2 | 3650.000 | 1270 | 0.792 | 4250 | 81 | 0.929 | 0.348 | 0 | 0 |
| 6030 | 52 | F | 2 | NaN | Divorced | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2111.000 | 0 | 0.831 | 4459 | 72 | 0.756 | 0.000 | 0 | 0 |
| 6031 | 30 | F | 0 | High School | Single | abc | Blue | 25 | 4 | 1 | 2 | 12917.000 | 1157 | 0.668 | 4108 | 82 | 0.745 | 0.090 | 0 | 0 |
| 6032 | 56 | M | 2 | High School | Single | $120K + | Blue | 46 | 2 | 4 | 4 | 7327.000 | 0 | 0.598 | 2185 | 41 | 0.864 | 0.000 | 1 | 1 |
| 6033 | 46 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 2 | 13324.000 | 0 | 0.917 | 4245 | 76 | 1.000 | 0.000 | 0 | 0 |
| 6034 | 34 | M | 2 | High School | NaN | $80K - $120K | Blue | 22 | 4 | 3 | 2 | 11154.000 | 1612 | 0.633 | 4339 | 77 | 1.026 | 0.145 | 0 | 0 |
| 6035 | 43 | F | 1 | Graduate | Divorced | abc | Blue | 30 | 5 | 3 | 3 | 9535.000 | 660 | 0.944 | 4210 | 81 | 0.723 | 0.069 | 0 | 0 |
| 6036 | 37 | M | 2 | NaN | Single | $40K - $60K | Blue | 24 | 6 | 2 | 4 | 10226.000 | 0 | 0.614 | 2243 | 44 | 0.571 | 0.000 | 1 | 1 |
| 6037 | 37 | F | 5 | NaN | Married | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2140.000 | 0 | 0.602 | 4610 | 65 | 1.321 | 0.000 | 0 | 0 |
| 6038 | 49 | F | 1 | NaN | Married | Less than $40K | Blue | 39 | 3 | 4 | 2 | 2904.000 | 2203 | 0.796 | 3848 | 66 | 0.692 | 0.759 | 0 | 0 |
| 6039 | 40 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 1770.000 | 584 | 0.706 | 4442 | 83 | 0.844 | 0.330 | 0 | 0 |
| 6040 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 3 | 1534.000 | 0 | 0.642 | 2596 | 39 | 0.393 | 0.000 | 1 | 1 |
| 6041 | 46 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 6 | 3 | 3 | 2170.000 | 1498 | 0.640 | 4569 | 79 | 0.881 | 0.690 | 0 | 0 |
| 6042 | 53 | M | 1 | NaN | Single | $120K + | Blue | 45 | 6 | 2 | 3 | 10001.000 | 0 | 0.676 | 4167 | 74 | 0.644 | 0.000 | 0 | 0 |
| 6043 | 56 | F | 3 | High School | Married | abc | Blue | 41 | 3 | 2 | 3 | 4169.000 | 1549 | 0.768 | 4519 | 82 | 0.708 | 0.372 | 0 | 0 |
| 6044 | 65 | M | 1 | College | Single | Less than $40K | Blue | 54 | 5 | 2 | 2 | 5363.000 | 1309 | 0.574 | 3855 | 63 | 0.703 | 0.244 | 0 | 0 |
| 6045 | 50 | F | 2 | Doctorate | Single | Less than $40K | Blue | 43 | 4 | 1 | 0 | 3206.000 | 0 | 0.631 | 4731 | 82 | 0.822 | 0.000 | 0 | 0 |
| 6046 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 37 | 6 | 3 | 2 | 18085.000 | 747 | 0.681 | 4583 | 76 | 0.520 | 0.041 | 0 | 0 |
| 6047 | 61 | F | 0 | Post-Graduate | Married | $40K - $60K | Blue | 53 | 4 | 3 | 2 | 2566.000 | 2164 | 0.578 | 4344 | 73 | 0.659 | 0.843 | 0 | 0 |
| 6048 | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 25 | 3 | 1 | 2 | 1438.300 | 0 | 0.744 | 4434 | 73 | 0.780 | 0.000 | 0 | 0 |
| 6049 | 65 | F | 2 | Graduate | Single | Less than $40K | Blue | 56 | 3 | 0 | 3 | 6812.000 | 1926 | 0.735 | 2288 | 48 | 0.778 | 0.283 | 1 | 1 |
| 6050 | 45 | F | 4 | Graduate | Single | $40K - $60K | Blue | 34 | 3 | 2 | 2 | 2700.000 | 1977 | 0.801 | 4984 | 75 | 1.083 | 0.732 | 0 | 0 |
| 6051 | 50 | F | 3 | Post-Graduate | Married | abc | Blue | 41 | 3 | 3 | 3 | 5471.000 | 1342 | 0.577 | 4002 | 67 | 0.763 | 0.245 | 0 | 0 |
| 6052 | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 31 | 5 | 3 | 1 | 4332.000 | 1313 | 0.671 | 4093 | 84 | 0.826 | 0.303 | 0 | 0 |
| 6053 | 48 | F | 4 | NaN | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2447.000 | 1267 | 0.449 | 2132 | 37 | 0.370 | 0.518 | 1 | 1 |
| 6054 | 41 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 2 | 2 | 1783.000 | 1282 | 0.504 | 3853 | 76 | 0.617 | 0.719 | 0 | 0 |
| 6055 | 42 | M | 2 | Graduate | Single | $60K - $80K | Blue | 26 | 4 | 3 | 2 | 11761.000 | 1775 | 0.925 | 4946 | 73 | 0.698 | 0.151 | 0 | 0 |
| 6056 | 52 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2340.000 | 1101 | 0.766 | 4501 | 68 | 0.700 | 0.471 | 0 | 0 |
| 6057 | 45 | F | 5 | Uneducated | Single | Less than $40K | Blue | 32 | 3 | 3 | 0 | 2859.000 | 1776 | 0.790 | 4440 | 79 | 0.756 | 0.621 | 0 | 0 |
| 6058 | 37 | M | 3 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 2523.000 | 2481 | 0.744 | 4683 | 76 | 0.689 | 0.983 | 0 | 0 |
| 6059 | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 34 | 4 | 2 | 2 | 4776.000 | 0 | 0.626 | 4581 | 60 | 0.622 | 0.000 | 0 | 0 |
| 6060 | 59 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 1 | 1 | 2697.000 | 1410 | 0.925 | 4489 | 58 | 0.706 | 0.523 | 0 | 0 |
| 6061 | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 3542.000 | 2417 | 0.687 | 4127 | 71 | 0.479 | 0.682 | 0 | 0 |
| 6062 | 57 | M | 3 | Graduate | Single | $120K + | Blue | 52 | 6 | 4 | 3 | 34516.000 | 1000 | 0.694 | 1777 | 37 | 0.542 | 0.029 | 1 | 1 |
| 6063 | 40 | F | 4 | Post-Graduate | Married | abc | Blue | 29 | 5 | 3 | 1 | 8823.000 | 0 | 0.812 | 4453 | 84 | 0.787 | 0.000 | 0 | 0 |
| 6064 | 52 | F | 1 | College | Single | Less than $40K | Blue | 41 | 5 | 3 | 6 | 1764.000 | 0 | 0.824 | 2740 | 47 | 0.343 | 0.000 | 1 | 1 |
| 6065 | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3492.000 | 2517 | 0.600 | 2510 | 47 | 0.621 | 0.721 | 1 | 1 |
| 6066 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2977.000 | 1340 | 0.507 | 2201 | 39 | 0.345 | 0.450 | 1 | 1 |
| 6067 | 49 | M | 4 | Doctorate | Single | $60K - $80K | Silver | 37 | 5 | 2 | 2 | 30976.000 | 2051 | 0.684 | 3193 | 69 | 0.725 | 0.066 | 0 | 0 |
| 6068 | 43 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 5 | 2 | 1 | 2810.000 | 2384 | 0.859 | 4875 | 97 | 0.764 | 0.848 | 0 | 0 |
| 6069 | 39 | F | 1 | NaN | Single | Less than $40K | Blue | 28 | 3 | 2 | 1 | 1438.300 | 0 | 0.799 | 4173 | 82 | 0.640 | 0.000 | 0 | 0 |
| 6070 | 44 | M | 3 | High School | Single | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 8997.000 | 708 | 0.586 | 4558 | 62 | 0.676 | 0.079 | 0 | 0 |
| 6071 | 57 | F | 3 | Uneducated | Single | Less than $40K | Blue | 52 | 4 | 3 | 3 | 2002.000 | 1188 | 0.630 | 3735 | 73 | 0.659 | 0.593 | 0 | 0 |
| 6072 | 55 | M | 4 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 4998.000 | 1626 | 0.695 | 4329 | 61 | 0.694 | 0.325 | 0 | 0 |
| 6073 | 37 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2310.000 | 1513 | 0.682 | 4191 | 77 | 0.833 | 0.655 | 0 | 0 |
| 6074 | 54 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 3892.000 | 0 | 0.738 | 4318 | 74 | 0.762 | 0.000 | 0 | 0 |
| 6075 | 34 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 1 | 1 | 2345.000 | 1643 | 0.678 | 4634 | 69 | 0.643 | 0.701 | 0 | 0 |
| 6076 | 50 | M | 0 | Graduate | Single | $80K - $120K | Blue | 45 | 3 | 2 | 2 | 2135.000 | 1506 | 0.883 | 4821 | 77 | 0.711 | 0.705 | 0 | 0 |
| 6077 | 50 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2528.000 | 1689 | 0.514 | 4269 | 78 | 0.857 | 0.668 | 0 | 0 |
| 6078 | 50 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3397.000 | 1658 | 0.724 | 4208 | 75 | 0.786 | 0.488 | 0 | 0 |
| 6079 | 49 | M | 0 | Doctorate | Married | $60K - $80K | Blue | 39 | 5 | 6 | 3 | 19719.000 | 1395 | 0.565 | 3572 | 73 | 0.738 | 0.071 | 0 | 0 |
| 6080 | 41 | F | 3 | Graduate | Married | abc | Blue | 33 | 5 | 3 | 0 | 15292.000 | 1325 | 1.008 | 5120 | 74 | 0.805 | 0.087 | 0 | 0 |
| 6081 | 52 | M | 1 | High School | Married | $120K + | Blue | 36 | 5 | 3 | 3 | 31733.000 | 0 | 0.735 | 3723 | 53 | 0.767 | 0.000 | 0 | 1 |
| 6082 | 54 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 1438.300 | 0 | 0.641 | 2092 | 42 | 0.680 | 0.000 | 1 | 1 |
| 6083 | 54 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 48 | 3 | 6 | 3 | 1638.000 | 0 | 0.163 | 1702 | 36 | 0.125 | 0.000 | 1 | 1 |
| 6084 | 50 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 6 | 3 | 2 | 2775.000 | 1475 | 0.854 | 4608 | 84 | 0.647 | 0.532 | 0 | 0 |
| 6085 | 37 | F | 2 | Graduate | Married | $40K - $60K | Blue | 29 | 2 | 2 | 6 | 2547.000 | 1965 | 0.535 | 2160 | 46 | 0.353 | 0.771 | 1 | 1 |
| 6086 | 50 | F | 1 | Graduate | Married | abc | Blue | 44 | 5 | 2 | 2 | 5708.000 | 1884 | 0.791 | 4914 | 60 | 0.765 | 0.330 | 0 | 0 |
| 6087 | 46 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 19838.000 | 1290 | 0.590 | 3982 | 68 | 0.581 | 0.065 | 0 | 0 |
| 6088 | 47 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 32 | 1 | 3 | 6 | 1789.000 | 0 | 0.637 | 2784 | 49 | 0.581 | 0.000 | 1 | 1 |
| 6089 | 51 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 46 | 5 | 3 | 2 | 2284.000 | 1674 | 0.784 | 4885 | 86 | 0.830 | 0.733 | 0 | 0 |
| 6090 | 42 | M | 3 | Doctorate | Single | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 11535.000 | 1527 | 0.664 | 3730 | 67 | 0.718 | 0.132 | 0 | 0 |
| 6091 | 28 | F | 0 | NaN | Married | abc | Blue | 36 | 3 | 4 | 2 | 3524.000 | 1306 | 0.800 | 4252 | 78 | 0.814 | 0.371 | 0 | 0 |
| 6092 | 58 | M | 2 | High School | Single | $60K - $80K | Silver | 49 | 4 | 3 | 3 | 30186.000 | 0 | 0.606 | 4070 | 74 | 0.574 | 0.000 | 0 | 0 |
| 6093 | 44 | F | 1 | NaN | Single | Less than $40K | Blue | 31 | 6 | 3 | 1 | 1438.300 | 0 | 0.561 | 3576 | 55 | 0.833 | 0.000 | 0 | 0 |
| 6094 | 40 | F | 3 | NaN | Married | Less than $40K | Blue | 30 | 4 | 2 | 3 | 1620.000 | 1278 | 0.595 | 4530 | 69 | 1.029 | 0.789 | 0 | 0 |
| 6095 | 51 | F | 3 | High School | Single | Less than $40K | Blue | 39 | 5 | 2 | 1 | 4038.000 | 1237 | 0.610 | 4188 | 68 | 0.545 | 0.306 | 0 | 0 |
| 6096 | 56 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2078.000 | 1696 | 0.562 | 4382 | 82 | 0.783 | 0.816 | 0 | 0 |
| 6097 | 51 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1571.000 | 0 | 0.890 | 4580 | 74 | 1.056 | 0.000 | 0 | 0 |
| 6098 | 43 | M | 3 | College | Married | $80K - $120K | Blue | 24 | 6 | 3 | 1 | 4726.000 | 1161 | 0.698 | 4683 | 91 | 0.896 | 0.246 | 0 | 0 |
| 6099 | 56 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 49 | 5 | 3 | 3 | 4604.000 | 621 | 0.814 | 4586 | 79 | 0.646 | 0.135 | 0 | 0 |
| 6100 | 48 | M | 1 | College | Single | $80K - $120K | Silver | 36 | 6 | 3 | 3 | 34516.000 | 1629 | 0.815 | 4042 | 78 | 0.592 | 0.047 | 0 | 0 |
| 6101 | 56 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 5 | 2 | 1 | 1438.300 | 0 | 0.913 | 4323 | 77 | 0.571 | 0.000 | 0 | 0 |
| 6102 | 48 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2680.000 | 1871 | 0.955 | 4592 | 78 | 0.902 | 0.698 | 0 | 0 |
| 6103 | 41 | F | 3 | College | Married | $40K - $60K | Blue | 15 | 5 | 3 | 4 | 4312.000 | 2517 | 0.741 | 2693 | 56 | 0.436 | 0.584 | 1 | 1 |
| 6104 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 44 | 5 | 3 | 1 | 2205.000 | 1659 | 0.891 | 4813 | 77 | 0.674 | 0.752 | 0 | 0 |
| 6105 | 44 | F | 3 | College | Married | Less than $40K | Blue | 31 | 5 | 6 | 2 | 2679.000 | 727 | 0.894 | 4804 | 78 | 0.814 | 0.271 | 0 | 0 |
| 6106 | 54 | M | 3 | Post-Graduate | Single | $80K - $120K | Silver | 42 | 3 | 1 | 2 | 34516.000 | 2488 | 0.552 | 4401 | 87 | 0.776 | 0.072 | 0 | 0 |
| 6107 | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 3378.000 | 0 | 0.580 | 4761 | 81 | 0.884 | 0.000 | 0 | 0 |
| 6108 | 34 | M | 1 | High School | Single | $40K - $60K | Blue | 25 | 4 | 1 | 2 | 1793.000 | 1141 | 0.715 | 5293 | 88 | 0.760 | 0.636 | 0 | 0 |
| 6109 | 59 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 49 | 6 | 2 | 3 | 2228.000 | 1502 | 0.719 | 3922 | 75 | 1.027 | 0.674 | 0 | 0 |
| 6110 | 41 | F | 3 | College | Single | $40K - $60K | Blue | 22 | 5 | 0 | 2 | 2577.000 | 1582 | 0.697 | 4734 | 75 | 0.596 | 0.614 | 0 | 0 |
| 6111 | 39 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1462.000 | 0 | 0.393 | 1998 | 36 | 0.161 | 0.000 | 1 | 1 |
| 6112 | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 5 | 3 | 4 | 4038.000 | 1530 | 0.724 | 2400 | 41 | 0.323 | 0.379 | 1 | 1 |
| 6113 | 35 | F | 1 | NaN | Divorced | abc | Blue | 24 | 5 | 3 | 3 | 1438.300 | 0 | 0.849 | 2355 | 47 | 0.567 | 0.000 | 1 | 1 |
| 6114 | 34 | F | 2 | NaN | Divorced | Less than $40K | Blue | 30 | 3 | 1 | 2 | 4408.000 | 1510 | 0.730 | 4495 | 77 | 0.833 | 0.343 | 0 | 0 |
| 6115 | 46 | F | 5 | High School | Married | abc | Blue | 35 | 3 | 1 | 3 | 4163.000 | 0 | 0.743 | 4763 | 76 | 0.854 | 0.000 | 0 | 0 |
| 6116 | 49 | F | 1 | Graduate | Married | $40K - $60K | Blue | 39 | 3 | 3 | 3 | 7201.000 | 1992 | 0.778 | 3981 | 76 | 0.949 | 0.277 | 0 | 0 |
| 6117 | 49 | M | 0 | High School | Single | $80K - $120K | Blue | 43 | 6 | 3 | 1 | 1883.000 | 1295 | 0.810 | 5187 | 89 | 0.712 | 0.688 | 0 | 0 |
| 6118 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3308.000 | 2517 | 0.543 | 5104 | 85 | 0.545 | 0.761 | 0 | 0 |
| 6119 | 65 | F | 0 | College | Single | Less than $40K | Blue | 55 | 3 | 3 | 0 | 2022.000 | 0 | 0.579 | 4623 | 65 | 0.548 | 0.000 | 0 | 0 |
| 6120 | 43 | F | 5 | Graduate | Married | Less than $40K | Blue | 23 | 5 | 3 | 3 | 8597.000 | 903 | 0.773 | 5173 | 78 | 0.733 | 0.105 | 0 | 0 |
| 6121 | 38 | F | 2 | College | Married | abc | Blue | 28 | 5 | 1 | 3 | 4693.000 | 634 | 0.909 | 4460 | 79 | 0.837 | 0.135 | 0 | 0 |
| 6122 | 52 | F | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2873.000 | 1714 | 0.796 | 4620 | 81 | 0.884 | 0.597 | 0 | 0 |
| 6123 | 39 | F | 3 | High School | Divorced | $40K - $60K | Blue | 28 | 4 | 1 | 3 | 3400.000 | 2307 | 0.901 | 4742 | 90 | 0.698 | 0.679 | 0 | 0 |
| 6124 | 48 | F | 3 | High School | Divorced | $40K - $60K | Blue | 40 | 3 | 1 | 3 | 2405.000 | 1410 | 0.866 | 4421 | 79 | 0.881 | 0.586 | 0 | 0 |
| 6125 | 46 | M | 4 | Uneducated | Single | $80K - $120K | Gold | 41 | 6 | 3 | 2 | 34516.000 | 1104 | 0.591 | 1989 | 47 | 0.741 | 0.032 | 1 | 0 |
| 6126 | 44 | M | 2 | College | Married | $80K - $120K | Blue | 37 | 5 | 3 | 1 | 8241.000 | 0 | 0.723 | 4436 | 79 | 0.756 | 0.000 | 0 | 0 |
| 6127 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 1438.300 | 582 | 0.611 | 4915 | 92 | 0.769 | 0.405 | 0 | 0 |
| 6128 | 44 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2608.000 | 1804 | 0.847 | 4671 | 61 | 0.694 | 0.692 | 0 | 0 |
| 6129 | 41 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2359.000 | 1509 | 1.100 | 5232 | 78 | 0.814 | 0.640 | 0 | 0 |
| 6130 | 47 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 39 | 6 | 2 | 2 | 1790.000 | 0 | 0.516 | 4141 | 87 | 0.740 | 0.000 | 0 | 0 |
| 6131 | 54 | F | 2 | Uneducated | Married | Less than $40K | Blue | 50 | 3 | 6 | 3 | 2247.000 | 0 | 0.641 | 2615 | 37 | 0.423 | 0.000 | 1 | 1 |
| 6132 | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 3624.000 | 0 | 0.740 | 4749 | 82 | 0.864 | 0.000 | 0 | 0 |
| 6133 | 42 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1438.300 | 0 | 0.795 | 4396 | 70 | 0.628 | 0.000 | 0 | 0 |
| 6134 | 39 | F | 2 | College | Married | $40K - $60K | Blue | 31 | 3 | 1 | 2 | 2901.000 | 2143 | 0.948 | 4239 | 78 | 0.733 | 0.739 | 0 | 0 |
| 6135 | 41 | F | 2 | College | Married | Less than $40K | Blue | 31 | 4 | 2 | 3 | 9759.000 | 2038 | 0.622 | 4226 | 77 | 0.638 | 0.209 | 0 | 0 |
| 6136 | 57 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2525.000 | 1203 | 0.725 | 4360 | 78 | 0.857 | 0.476 | 0 | 0 |
| 6137 | 60 | F | 1 | High School | Divorced | Less than $40K | Blue | 48 | 5 | 3 | 3 | 2737.000 | 1812 | 0.703 | 4507 | 86 | 0.955 | 0.662 | 0 | 0 |
| 6138 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 19262.000 | 1480 | 0.649 | 4812 | 85 | 0.771 | 0.077 | 0 | 0 |
| 6139 | 33 | F | 0 | High School | Single | abc | Blue | 27 | 6 | 1 | 1 | 2252.000 | 1826 | 0.716 | 5055 | 68 | 1.000 | 0.811 | 0 | 0 |
| 6140 | 46 | M | 2 | NaN | Single | $80K - $120K | Blue | 34 | 2 | 3 | 3 | 7077.000 | 0 | 0.838 | 2619 | 41 | 0.519 | 0.000 | 1 | 1 |
| 6141 | 63 | M | 0 | College | Single | $60K - $80K | Blue | 51 | 4 | 2 | 1 | 2706.000 | 889 | 0.730 | 5047 | 64 | 0.882 | 0.329 | 0 | 0 |
| 6142 | 49 | F | 2 | High School | Married | $40K - $60K | Blue | 40 | 5 | 3 | 2 | 3263.000 | 1522 | 0.580 | 4288 | 69 | 0.725 | 0.466 | 0 | 0 |
| 6143 | 41 | F | 4 | College | Married | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 3281.000 | 0 | 0.875 | 2907 | 45 | 0.406 | 0.000 | 1 | 1 |
| 6144 | 51 | M | 2 | High School | Married | $80K - $120K | Blue | 40 | 4 | 3 | 2 | 8169.000 | 794 | 0.665 | 4927 | 70 | 0.944 | 0.097 | 0 | 0 |
| 6145 | 46 | F | 5 | College | Divorced | $40K - $60K | Blue | 38 | 6 | 1 | 3 | 3276.000 | 1915 | 0.672 | 4264 | 76 | 0.617 | 0.585 | 0 | 0 |
| 6146 | 41 | F | 3 | NaN | Single | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1966.000 | 1452 | 0.621 | 4666 | 74 | 0.682 | 0.739 | 0 | 0 |
| 6147 | 46 | F | 4 | High School | Married | abc | Blue | 30 | 3 | 1 | 3 | 5869.000 | 0 | 0.852 | 5103 | 83 | 0.844 | 0.000 | 0 | 0 |
| 6148 | 34 | F | 2 | Uneducated | Single | Less than $40K | Blue | 24 | 6 | 2 | 2 | 1438.300 | 0 | 0.827 | 3940 | 82 | 0.952 | 0.000 | 0 | 0 |
| 6149 | 45 | F | 2 | NaN | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 3682.000 | 0 | 0.797 | 4015 | 77 | 0.510 | 0.000 | 0 | 0 |
| 6150 | 27 | F | 0 | Graduate | Divorced | abc | Blue | 36 | 5 | 1 | 0 | 13439.000 | 2003 | 0.936 | 4715 | 86 | 0.720 | 0.149 | 0 | 0 |
| 6151 | 54 | F | 2 | Doctorate | Single | Less than $40K | Blue | 42 | 3 | 4 | 3 | 1694.000 | 0 | 0.354 | 1930 | 41 | 0.519 | 0.000 | 1 | 1 |
| 6152 | 41 | M | 2 | High School | Divorced | $80K - $120K | Blue | 36 | 6 | 2 | 2 | 1636.000 | 986 | 0.833 | 4695 | 73 | 0.872 | 0.603 | 0 | 0 |
| 6153 | 48 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 6 | 2 | 3 | 1449.000 | 749 | 0.943 | 4039 | 50 | 0.852 | 0.517 | 0 | 0 |
| 6154 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 1513.000 | 788 | 0.677 | 4166 | 71 | 0.868 | 0.521 | 0 | 0 |
| 6155 | 39 | F | 4 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1438.300 | 0 | 0.777 | 2392 | 44 | 0.375 | 0.000 | 1 | 1 |
| 6156 | 46 | F | 4 | Doctorate | Divorced | Less than $40K | Blue | 38 | 4 | 3 | 2 | 4120.000 | 1578 | 0.379 | 4792 | 81 | 0.588 | 0.383 | 0 | 0 |
| 6157 | 47 | F | 2 | NaN | Single | Less than $40K | Blue | 41 | 5 | 3 | 1 | 2289.000 | 1611 | 0.648 | 4817 | 77 | 0.750 | 0.704 | 0 | 0 |
| 6158 | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 2016.000 | 972 | 0.685 | 4535 | 82 | 0.745 | 0.482 | 0 | 0 |
| 6159 | 49 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 5 | 4 | 3 | 2509.000 | 450 | 0.654 | 2239 | 47 | 0.621 | 0.179 | 1 | 1 |
| 6160 | 40 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 1 | 3 | 3511.000 | 0 | 0.758 | 5238 | 82 | 0.708 | 0.000 | 0 | 0 |
| 6161 | 45 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 2751.000 | 2432 | 0.905 | 4453 | 75 | 0.923 | 0.884 | 0 | 0 |
| 6162 | 34 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 3 | 6 | 3 | 2426.000 | 0 | 0.888 | 4918 | 81 | 0.800 | 0.000 | 0 | 0 |
| 6163 | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 12230.000 | 1196 | 0.620 | 3659 | 76 | 0.520 | 0.098 | 0 | 0 |
| 6164 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 3 | 1 | 3 | 7328.000 | 936 | 0.689 | 4518 | 79 | 0.795 | 0.128 | 0 | 0 |
| 6165 | 47 | F | 2 | High School | Married | abc | Blue | 40 | 5 | 1 | 3 | 2264.000 | 0 | 0.670 | 4279 | 75 | 0.531 | 0.000 | 0 | 0 |
| 6166 | 42 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 3046.000 | 1231 | 0.692 | 4711 | 77 | 0.878 | 0.404 | 0 | 0 |
| 6167 | 51 | F | 0 | Uneducated | Married | abc | Blue | 36 | 6 | 3 | 2 | 5881.000 | 0 | 0.710 | 4431 | 89 | 0.816 | 0.000 | 0 | 0 |
| 6168 | 52 | M | 2 | College | Married | $80K - $120K | Blue | 41 | 4 | 2 | 3 | 16207.000 | 922 | 0.635 | 3621 | 83 | 0.886 | 0.057 | 0 | 0 |
| 6169 | 44 | M | 3 | College | NaN | $60K - $80K | Blue | 33 | 6 | 3 | 2 | 15468.000 | 1187 | 0.930 | 4484 | 81 | 0.841 | 0.077 | 0 | 0 |
| 6170 | 47 | F | 5 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 2 | 5950.000 | 0 | 0.440 | 4655 | 66 | 0.784 | 0.000 | 0 | 0 |
| 6171 | 48 | F | 3 | NaN | Married | Less than $40K | Blue | 43 | 3 | 1 | 2 | 3119.000 | 2196 | 0.810 | 4705 | 77 | 1.200 | 0.704 | 0 | 0 |
| 6172 | 50 | F | 3 | Uneducated | NaN | abc | Blue | 30 | 4 | 1 | 3 | 1507.000 | 0 | 0.648 | 4037 | 83 | 0.729 | 0.000 | 0 | 0 |
| 6173 | 51 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2902.000 | 1634 | 0.588 | 4748 | 74 | 0.510 | 0.563 | 0 | 0 |
| 6174 | 47 | F | 3 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 2 | 1585.000 | 1304 | 0.727 | 4656 | 80 | 0.600 | 0.823 | 0 | 0 |
| 6175 | 47 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2899.000 | 2418 | 0.575 | 4296 | 68 | 0.838 | 0.834 | 0 | 0 |
| 6176 | 50 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 5 | 1 | 2 | 2295.000 | 1277 | 0.308 | 2245 | 47 | 0.679 | 0.556 | 0 | 1 |
| 6177 | 39 | F | 2 | NaN | Married | Less than $40K | Blue | 33 | 3 | 1 | 3 | 3251.000 | 1937 | 0.685 | 4284 | 85 | 0.809 | 0.596 | 0 | 0 |
| 6178 | 48 | F | 2 | High School | Married | abc | Blue | 27 | 3 | 1 | 2 | 4009.000 | 1361 | 0.886 | 4506 | 80 | 0.860 | 0.339 | 0 | 0 |
| 6179 | 45 | F | 4 | NaN | Married | Less than $40K | Blue | 39 | 3 | 2 | 2 | 3411.000 | 1472 | 0.585 | 2108 | 55 | 0.618 | 0.432 | 1 | 0 |
| 6180 | 49 | M | 5 | Post-Graduate | Single | $40K - $60K | Silver | 36 | 6 | 1 | 2 | 15525.000 | 1299 | 0.452 | 4042 | 78 | 0.950 | 0.084 | 0 | 0 |
| 6181 | 35 | F | 4 | Graduate | Single | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2118.000 | 1189 | 1.158 | 4541 | 60 | 0.818 | 0.561 | 0 | 0 |
| 6182 | 34 | F | 3 | Graduate | Married | $40K - $60K | Blue | 25 | 6 | 2 | 2 | 2275.000 | 1468 | 0.757 | 4977 | 88 | 0.692 | 0.645 | 0 | 0 |
| 6183 | 59 | F | 1 | College | Single | Less than $40K | Blue | 48 | 5 | 2 | 0 | 2601.000 | 1888 | 0.773 | 4899 | 62 | 0.771 | 0.726 | 0 | 0 |
| 6184 | 52 | M | 3 | High School | Single | $80K - $120K | Blue | 41 | 6 | 3 | 3 | 4642.000 | 2413 | 0.797 | 3532 | 72 | 0.674 | 0.520 | 0 | 0 |
| 6185 | 58 | M | 0 | Doctorate | Single | Less than $40K | Blue | 46 | 6 | 4 | 3 | 1438.300 | 0 | 0.808 | 4082 | 82 | 0.822 | 0.000 | 0 | 0 |
| 6186 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1858.000 | 1071 | 0.611 | 4388 | 66 | 0.535 | 0.576 | 0 | 0 |
| 6187 | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 3 | 3 | 2636.000 | 1619 | 0.565 | 4727 | 83 | 0.627 | 0.614 | 0 | 0 |
| 6188 | 50 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 42 | 4 | 3 | 3 | 3743.000 | 881 | 0.770 | 4621 | 71 | 0.821 | 0.235 | 0 | 0 |
| 6189 | 49 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 6 | 1 | 3 | 1438.300 | 0 | 0.530 | 4538 | 82 | 1.050 | 0.000 | 0 | 0 |
| 6190 | 61 | F | 0 | High School | Married | Less than $40K | Blue | 47 | 1 | 3 | 4 | 4130.000 | 0 | 0.814 | 2418 | 57 | 0.781 | 0.000 | 1 | 1 |
| 6191 | 47 | M | 3 | Uneducated | NaN | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 10960.000 | 1333 | 0.678 | 3480 | 62 | 0.632 | 0.122 | 0 | 0 |
| 6192 | 52 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 33 | 3 | 2 | 0 | 3900.000 | 0 | 1.092 | 4337 | 81 | 0.800 | 0.000 | 0 | 0 |
| 6193 | 38 | M | 1 | Uneducated | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 6236.000 | 1204 | 0.817 | 5389 | 84 | 0.826 | 0.193 | 0 | 0 |
| 6194 | 34 | F | 3 | Graduate | Single | abc | Blue | 23 | 5 | 1 | 0 | 2591.000 | 0 | 0.610 | 3876 | 67 | 0.763 | 0.000 | 0 | 0 |
| 6195 | 57 | F | 2 | Doctorate | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1615.000 | 950 | 0.507 | 2212 | 43 | 0.387 | 0.588 | 1 | 1 |
| 6196 | 47 | F | 3 | Graduate | Single | abc | Blue | 36 | 5 | 1 | 2 | 8332.000 | 0 | 0.920 | 5108 | 78 | 1.000 | 0.000 | 0 | 0 |
| 6197 | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 5 | 2 | 2033.000 | 1037 | 1.064 | 4100 | 82 | 0.708 | 0.510 | 0 | 0 |
| 6198 | 55 | M | 2 | NaN | Single | $80K - $120K | Blue | 48 | 3 | 2 | 3 | 8082.000 | 1138 | 0.723 | 4277 | 59 | 0.788 | 0.141 | 0 | 0 |
| 6199 | 57 | F | 3 | High School | Married | Less than $40K | Blue | 51 | 6 | 2 | 3 | 1511.000 | 0 | 0.678 | 4683 | 87 | 0.706 | 0.000 | 0 | 0 |
| 6200 | 43 | F | 4 | Graduate | Divorced | abc | Blue | 36 | 5 | 2 | 2 | 11536.000 | 2074 | 0.549 | 4106 | 81 | 0.723 | 0.180 | 0 | 0 |
| 6201 | 65 | F | 1 | High School | Single | Less than $40K | Blue | 55 | 3 | 3 | 2 | 4010.000 | 1504 | 0.766 | 3807 | 61 | 0.564 | 0.375 | 0 | 0 |
| 6202 | 55 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 5 | 2 | 3 | 1669.000 | 1000 | 0.717 | 4085 | 69 | 0.971 | 0.599 | 0 | 0 |
| 6203 | 54 | F | 3 | Graduate | Married | abc | Blue | 49 | 5 | 1 | 2 | 11905.000 | 0 | 0.881 | 4022 | 65 | 1.167 | 0.000 | 0 | 0 |
| 6204 | 44 | F | 1 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 3052.000 | 0 | 0.868 | 2598 | 47 | 0.469 | 0.000 | 1 | 1 |
| 6205 | 55 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 5 | 1 | 2 | 2712.000 | 1617 | 0.715 | 4858 | 73 | 0.738 | 0.596 | 0 | 0 |
| 6206 | 39 | F | 0 | College | Married | Less than $40K | Blue | 30 | 3 | 2 | 3 | 1978.000 | 871 | 0.636 | 4299 | 59 | 0.844 | 0.440 | 0 | 0 |
| 6207 | 37 | F | 3 | College | Married | Less than $40K | Blue | 27 | 4 | 2 | 0 | 1438.300 | 687 | 0.778 | 4621 | 73 | 1.147 | 0.478 | 0 | 0 |
| 6208 | 55 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 3 | 3 | 3 | 1606.000 | 0 | 0.855 | 4548 | 76 | 0.652 | 0.000 | 0 | 0 |
| 6209 | 46 | F | 1 | Doctorate | Married | Less than $40K | Blue | 29 | 3 | 3 | 2 | 2406.000 | 1705 | 0.624 | 4665 | 89 | 0.816 | 0.709 | 0 | 0 |
| 6210 | 44 | M | 4 | NaN | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 5877.000 | 1160 | 0.446 | 3565 | 83 | 0.729 | 0.197 | 0 | 0 |
| 6211 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 41 | 3 | 3 | 3 | 2796.000 | 0 | 0.729 | 2196 | 35 | 0.750 | 0.000 | 1 | 1 |
| 6212 | 54 | F | 1 | Post-Graduate | Married | abc | Blue | 40 | 4 | 1 | 2 | 2876.000 | 1267 | 0.617 | 4302 | 74 | 0.510 | 0.441 | 0 | 0 |
| 6213 | 38 | F | 1 | High School | Single | Less than $40K | Blue | 26 | 5 | 2 | 4 | 3554.000 | 0 | 0.782 | 2372 | 44 | 0.630 | 0.000 | 1 | 1 |
| 6214 | 48 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 9505.000 | 2390 | 0.727 | 3616 | 68 | 0.619 | 0.251 | 0 | 0 |
| 6215 | 34 | F | 3 | High School | Single | Less than $40K | Blue | 21 | 2 | 2 | 2 | 1576.000 | 0 | 0.789 | 2703 | 56 | 1.000 | 0.000 | 1 | 1 |
| 6216 | 44 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 1438.300 | 0 | 0.651 | 4257 | 89 | 0.648 | 0.000 | 0 | 0 |
| 6217 | 39 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 26 | 4 | 2 | 1 | 2973.000 | 1136 | 0.729 | 4342 | 87 | 0.776 | 0.382 | 0 | 0 |
| 6218 | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 25 | 4 | 2 | 3 | 1438.300 | 0 | 0.628 | 2493 | 42 | 0.500 | 0.000 | 1 | 1 |
| 6219 | 41 | F | 1 | Uneducated | Single | abc | Blue | 30 | 4 | 2 | 3 | 5647.000 | 1175 | 0.802 | 4868 | 76 | 0.810 | 0.208 | 0 | 0 |
| 6220 | 43 | F | 1 | High School | NaN | $40K - $60K | Blue | 35 | 6 | 3 | 2 | 1766.000 | 0 | 0.779 | 4808 | 87 | 0.673 | 0.000 | 0 | 0 |
| 6221 | 50 | F | 2 | Graduate | NaN | Less than $40K | Blue | 40 | 3 | 2 | 3 | 1606.000 | 0 | 0.824 | 4129 | 68 | 0.744 | 0.000 | 0 | 0 |
| 6222 | 54 | F | 0 | High School | NaN | Less than $40K | Blue | 34 | 4 | 3 | 3 | 2223.000 | 632 | 0.665 | 2538 | 49 | 0.581 | 0.284 | 1 | 1 |
| 6223 | 47 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 2896.000 | 0 | 0.961 | 4970 | 85 | 0.889 | 0.000 | 0 | 0 |
| 6224 | 51 | M | 3 | Graduate | Married | $60K - $80K | Blue | 43 | 6 | 1 | 3 | 2157.000 | 1494 | 0.765 | 4784 | 69 | 0.605 | 0.693 | 0 | 0 |
| 6225 | 49 | F | 3 | Doctorate | Divorced | abc | Blue | 42 | 1 | 3 | 3 | 3802.000 | 1558 | 0.489 | 2003 | 43 | 0.593 | 0.410 | 1 | 1 |
| 6226 | 43 | M | 1 | College | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 13840.000 | 1079 | 0.947 | 4190 | 74 | 0.805 | 0.078 | 0 | 0 |
| 6227 | 36 | F | 2 | NaN | NaN | Less than $40K | Blue | 28 | 6 | 1 | 2 | 2169.000 | 1602 | 0.668 | 5182 | 78 | 0.814 | 0.739 | 0 | 0 |
| 6228 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 34 | 6 | 3 | 0 | 4862.000 | 0 | 0.695 | 4167 | 86 | 0.593 | 0.000 | 0 | 0 |
| 6229 | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 2289.000 | 1037 | 0.504 | 4483 | 72 | 0.500 | 0.453 | 0 | 0 |
| 6230 | 49 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 22651.000 | 1085 | 0.810 | 3915 | 72 | 0.674 | 0.048 | 0 | 0 |
| 6231 | 48 | F | 4 | NaN | NaN | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2406.000 | 1744 | 0.694 | 4748 | 88 | 0.692 | 0.725 | 0 | 0 |
| 6232 | 52 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 3022.000 | 895 | 0.950 | 2724 | 38 | 0.900 | 0.296 | 1 | 1 |
| 6233 | 46 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 38 | 6 | 1 | 2 | 12935.000 | 1417 | 0.738 | 3528 | 61 | 0.743 | 0.110 | 0 | 0 |
| 6234 | 45 | F | 4 | NaN | Single | Less than $40K | Blue | 40 | 5 | 4 | 3 | 1438.300 | 0 | 0.605 | 2207 | 41 | 0.640 | 0.000 | 1 | 1 |
| 6235 | 49 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 41 | 4 | 3 | 3 | 1438.300 | 522 | 0.383 | 2030 | 37 | 0.370 | 0.363 | 1 | 1 |
| 6236 | 43 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 26 | 6 | 2 | 2 | 2256.000 | 1346 | 0.911 | 4893 | 76 | 0.810 | 0.597 | 0 | 0 |
| 6237 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1516.000 | 0 | 0.737 | 2709 | 54 | 0.385 | 0.000 | 1 | 1 |
| 6238 | 48 | F | 3 | NaN | NaN | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2485.000 | 1651 | 1.100 | 4351 | 86 | 0.830 | 0.664 | 0 | 0 |
| 6239 | 53 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 5 | 2 | 2 | 1820.000 | 909 | 0.737 | 4665 | 67 | 0.763 | 0.499 | 0 | 0 |
| 6240 | 54 | F | 2 | Graduate | Married | abc | Blue | 47 | 4 | 3 | 3 | 2156.000 | 1134 | 0.669 | 4120 | 77 | 0.711 | 0.526 | 0 | 0 |
| 6241 | 48 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 30 | 6 | 3 | 2 | 5826.000 | 1482 | 0.729 | 4135 | 76 | 0.767 | 0.254 | 0 | 0 |
| 6242 | 39 | F | 1 | Graduate | Single | Less than $40K | Silver | 30 | 5 | 2 | 2 | 10190.000 | 891 | 0.678 | 3768 | 59 | 0.967 | 0.087 | 0 | 0 |
| 6243 | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 2 | 2 | 2035.000 | 1174 | 0.876 | 4670 | 77 | 0.638 | 0.577 | 0 | 0 |
| 6244 | 45 | F | 2 | College | Single | Less than $40K | Blue | 33 | 1 | 3 | 3 | 1833.000 | 0 | 0.549 | 2037 | 31 | 0.292 | 0.000 | 1 | 1 |
| 6245 | 56 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 49 | 3 | 3 | 3 | 1623.000 | 0 | 1.058 | 4965 | 74 | 0.805 | 0.000 | 0 | 0 |
| 6246 | 27 | F | 0 | NaN | Single | Less than $40K | Blue | 16 | 6 | 1 | 3 | 1835.000 | 1647 | 0.513 | 1903 | 44 | 0.630 | 0.898 | 1 | 1 |
| 6247 | 47 | F | 4 | High School | Married | Less than $40K | Blue | 40 | 4 | 2 | 2 | 4490.000 | 1989 | 0.604 | 4346 | 70 | 0.795 | 0.443 | 0 | 0 |
| 6248 | 48 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 34 | 6 | 3 | 2 | 11062.000 | 0 | 0.761 | 4084 | 72 | 0.800 | 0.000 | 0 | 0 |
| 6249 | 30 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1574.000 | 0 | 0.582 | 2560 | 59 | 0.788 | 0.000 | 1 | 1 |
| 6250 | 52 | F | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2370.000 | 1490 | 0.630 | 4751 | 80 | 0.860 | 0.629 | 0 | 0 |
| 6251 | 35 | F | 2 | College | Single | Less than $40K | Blue | 18 | 6 | 2 | 0 | 2658.000 | 0 | 0.891 | 4667 | 83 | 0.930 | 0.000 | 0 | 0 |
| 6252 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 2300.000 | 0 | 0.703 | 2500 | 47 | 0.119 | 0.000 | 1 | 1 |
| 6253 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2368.000 | 1244 | 0.935 | 4289 | 71 | 0.868 | 0.525 | 0 | 0 |
| 6254 | 53 | F | 0 | High School | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2883.000 | 1936 | 0.861 | 4244 | 53 | 0.656 | 0.672 | 0 | 0 |
| 6255 | 43 | F | 2 | College | Divorced | abc | Blue | 38 | 4 | 3 | 2 | 3264.000 | 2042 | 0.752 | 4624 | 75 | 0.705 | 0.626 | 0 | 0 |
| 6256 | 46 | F | 3 | NaN | Single | Less than $40K | Blue | 41 | 3 | 2 | 2 | 1937.000 | 916 | 0.807 | 4303 | 89 | 0.780 | 0.473 | 0 | 0 |
| 6257 | 40 | F | 4 | NaN | Married | $40K - $60K | Blue | 30 | 5 | 2 | 2 | 2166.000 | 1465 | 0.857 | 5097 | 82 | 0.673 | 0.676 | 0 | 0 |
| 6258 | 43 | F | 5 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 7135.000 | 1164 | 1.127 | 3746 | 81 | 1.189 | 0.163 | 0 | 0 |
| 6259 | 56 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 5 | 3 | 2 | 1438.300 | 787 | 0.737 | 4830 | 79 | 0.756 | 0.547 | 0 | 0 |
| 6260 | 48 | F | 3 | High School | Single | $40K - $60K | Blue | 42 | 6 | 1 | 1 | 3743.000 | 2090 | 0.969 | 4674 | 67 | 0.718 | 0.558 | 0 | 0 |
| 6261 | 31 | F | 0 | Uneducated | Divorced | abc | Blue | 36 | 6 | 3 | 1 | 5190.000 | 1682 | 0.888 | 4900 | 81 | 0.800 | 0.324 | 0 | 0 |
| 6262 | 41 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 32 | 5 | 3 | 3 | 6059.000 | 1171 | 0.678 | 4119 | 70 | 0.667 | 0.193 | 0 | 0 |
| 6263 | 47 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2577.000 | 1450 | 0.747 | 4576 | 83 | 0.766 | 0.563 | 0 | 0 |
| 6264 | 43 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 3761.000 | 2121 | 0.694 | 4476 | 79 | 0.927 | 0.564 | 0 | 0 |
| 6265 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1572.000 | 0 | 0.740 | 2447 | 41 | 0.577 | 0.000 | 1 | 1 |
| 6266 | 39 | F | 1 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1637.000 | 0 | 0.889 | 4800 | 70 | 0.795 | 0.000 | 0 | 0 |
| 6267 | 51 | M | 2 | NaN | Married | $120K + | Blue | 36 | 5 | 3 | 2 | 28600.000 | 0 | 0.506 | 4336 | 66 | 0.610 | 0.000 | 0 | 0 |
| 6268 | 40 | M | 4 | High School | Married | Less than $40K | Blue | 35 | 3 | 3 | 1 | 4402.000 | 1524 | 0.628 | 3063 | 57 | 0.900 | 0.346 | 0 | 0 |
| 6269 | 50 | F | 1 | Graduate | NaN | Less than $40K | Blue | 32 | 6 | 1 | 3 | 2652.000 | 1911 | 0.831 | 4816 | 79 | 0.881 | 0.721 | 0 | 0 |
| 6270 | 41 | F | 2 | College | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 6602.000 | 0 | 0.743 | 4479 | 82 | 0.822 | 0.000 | 0 | 0 |
| 6271 | 37 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 18 | 4 | 1 | 3 | 1900.000 | 0 | 0.776 | 2880 | 46 | 0.353 | 0.000 | 1 | 1 |
| 6272 | 56 | F | 4 | Doctorate | Single | $40K - $60K | Blue | 44 | 4 | 2 | 3 | 3455.000 | 1385 | 0.773 | 4925 | 82 | 0.745 | 0.401 | 0 | 0 |
| 6273 | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 30 | 5 | 3 | 3 | 18123.000 | 1775 | 0.593 | 4259 | 80 | 0.860 | 0.098 | 0 | 0 |
| 6274 | 44 | F | 4 | Post-Graduate | Divorced | Less than $40K | Blue | 26 | 4 | 1 | 3 | 2295.000 | 1250 | 0.912 | 3834 | 69 | 0.643 | 0.545 | 0 | 0 |
| 6275 | 38 | M | 3 | Graduate | Married | $80K - $120K | Blue | 19 | 5 | 2 | 2 | 1518.000 | 1115 | 0.705 | 3595 | 65 | 0.857 | 0.735 | 0 | 0 |
| 6276 | 45 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 3 | 1 | 1 | 2723.000 | 1902 | 0.723 | 3875 | 84 | 0.750 | 0.698 | 0 | 0 |
| 6277 | 47 | F | 0 | College | Married | Less than $40K | Blue | 27 | 3 | 1 | 3 | 1776.000 | 691 | 0.878 | 4878 | 84 | 0.826 | 0.389 | 0 | 0 |
| 6278 | 39 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 3 | 3 | 1 | 1968.000 | 1270 | 0.975 | 4199 | 84 | 0.826 | 0.645 | 0 | 0 |
| 6279 | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 1 | 1 | 1860.000 | 1054 | 0.963 | 5163 | 73 | 0.973 | 0.567 | 0 | 0 |
| 6280 | 53 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 2 | 3 | 2684.000 | 2126 | 0.690 | 5299 | 75 | 0.875 | 0.792 | 0 | 0 |
| 6281 | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 43 | 3 | 1 | 3 | 2180.000 | 1865 | 0.748 | 4348 | 77 | 0.510 | 0.856 | 0 | 0 |
| 6282 | 41 | F | 2 | High School | Single | Less than $40K | Blue | 34 | 1 | 3 | 4 | 1661.000 | 0 | 0.786 | 2473 | 49 | 0.750 | 0.000 | 1 | 1 |
| 6283 | 38 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 1 | 2 | 1679.000 | 0 | 0.658 | 4771 | 81 | 0.761 | 0.000 | 0 | 0 |
| 6284 | 36 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 25 | 5 | 2 | 3 | 1691.000 | 0 | 0.865 | 2716 | 63 | 0.703 | 0.000 | 1 | 1 |
| 6285 | 46 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 4 | 2 | 3 | 2888.000 | 1641 | 0.976 | 3703 | 61 | 1.179 | 0.568 | 0 | 0 |
| 6286 | 58 | F | 1 | High School | Married | $40K - $60K | Blue | 46 | 5 | 3 | 1 | 1871.000 | 1339 | 0.790 | 4553 | 90 | 0.731 | 0.716 | 0 | 0 |
| 6287 | 44 | F | 2 | High School | NaN | Less than $40K | Blue | 34 | 5 | 1 | 3 | 3226.000 | 2517 | 0.818 | 4317 | 81 | 0.884 | 0.780 | 0 | 0 |
| 6288 | 41 | M | 5 | NaN | Married | $80K - $120K | Blue | 31 | 3 | 3 | 1 | 12114.000 | 1379 | 0.676 | 3964 | 90 | 0.837 | 0.114 | 0 | 0 |
| 6289 | 42 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 4959.000 | 1483 | 0.902 | 4286 | 71 | 0.614 | 0.299 | 0 | 0 |
| 6290 | 42 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 10374.000 | 599 | 0.635 | 4240 | 63 | 0.853 | 0.058 | 0 | 0 |
| 6291 | 45 | F | 1 | Uneducated | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1438.300 | 1080 | 0.802 | 4425 | 79 | 0.717 | 0.751 | 0 | 0 |
| 6292 | 44 | F | 2 | Uneducated | Single | abc | Blue | 32 | 5 | 3 | 3 | 1486.000 | 849 | 0.621 | 2380 | 43 | 0.870 | 0.571 | 1 | 1 |
| 6293 | 41 | F | 3 | Graduate | Married | abc | Blue | 33 | 3 | 3 | 3 | 2542.000 | 0 | 0.587 | 4087 | 73 | 0.780 | 0.000 | 0 | 0 |
| 6294 | 35 | M | 2 | NaN | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1931.000 | 0 | 0.862 | 2482 | 40 | 0.600 | 0.000 | 1 | 1 |
| 6295 | 48 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 3 | 3 | 4 | 1644.000 | 500 | 0.784 | 2450 | 45 | 0.406 | 0.304 | 1 | 1 |
| 6296 | 43 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 4 | 1 | 3 | 2283.000 | 0 | 0.899 | 4088 | 66 | 0.886 | 0.000 | 0 | 0 |
| 6297 | 36 | F | 1 | Doctorate | NaN | Less than $40K | Blue | 36 | 3 | 2 | 2 | 4943.000 | 1204 | 0.417 | 4024 | 82 | 0.783 | 0.244 | 0 | 0 |
| 6298 | 44 | M | 2 | Doctorate | NaN | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 1438.300 | 0 | 0.602 | 2100 | 54 | 0.588 | 0.000 | 1 | 1 |
| 6299 | 43 | F | 3 | College | Single | Less than $40K | Blue | 28 | 3 | 1 | 3 | 1438.300 | 0 | 0.830 | 4482 | 54 | 0.636 | 0.000 | 0 | 1 |
| 6300 | 52 | F | 2 | College | Divorced | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1438.300 | 0 | 0.744 | 4737 | 80 | 0.818 | 0.000 | 0 | 0 |
| 6301 | 61 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 4 | 1760.000 | 0 | 0.457 | 2285 | 46 | 0.643 | 0.000 | 1 | 1 |
| 6302 | 50 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 4 | 4 | 3 | 1852.000 | 0 | 0.801 | 4339 | 82 | 0.783 | 0.000 | 0 | 0 |
| 6303 | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 25 | 3 | 2 | 3 | 2049.000 | 1530 | 1.344 | 4521 | 70 | 0.628 | 0.747 | 0 | 0 |
| 6304 | 48 | F | 3 | High School | Married | Less than $40K | Blue | 43 | 3 | 3 | 3 | 1670.000 | 0 | 0.707 | 2790 | 37 | 0.321 | 0.000 | 1 | 1 |
| 6305 | 35 | F | 3 | NaN | Divorced | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1511.000 | 864 | 0.712 | 4823 | 64 | 0.829 | 0.572 | 0 | 0 |
| 6306 | 39 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 6018.000 | 0 | 0.703 | 4355 | 78 | 0.857 | 0.000 | 0 | 0 |
| 6307 | 59 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 48 | 4 | 2 | 2 | 3030.000 | 1251 | 0.694 | 4724 | 71 | 0.775 | 0.413 | 0 | 0 |
| 6308 | 58 | F | 4 | High School | Single | Less than $40K | Blue | 39 | 3 | 1 | 3 | 2755.000 | 1483 | 0.806 | 4394 | 75 | 0.630 | 0.538 | 0 | 0 |
| 6309 | 51 | M | 4 | High School | Single | $80K - $120K | Blue | 37 | 6 | 2 | 2 | 8783.000 | 2142 | 0.662 | 4425 | 83 | 0.766 | 0.244 | 0 | 0 |
| 6310 | 64 | M | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1861.000 | 1677 | 0.742 | 5225 | 94 | 0.679 | 0.901 | 0 | 0 |
| 6311 | 50 | M | 2 | High School | Married | $120K + | Blue | 40 | 6 | 4 | 3 | 13709.000 | 813 | 0.650 | 2511 | 40 | 0.600 | 0.059 | 1 | 1 |
| 6312 | 46 | F | 3 | NaN | NaN | Less than $40K | Blue | 41 | 5 | 3 | 2 | 4710.000 | 0 | 0.717 | 2690 | 43 | 0.955 | 0.000 | 1 | 1 |
| 6313 | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 6 | 3 | 2 | 17285.000 | 1853 | 0.882 | 4787 | 60 | 0.714 | 0.107 | 0 | 0 |
| 6314 | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 40 | 5 | 2 | 3 | 1438.300 | 661 | 0.573 | 4463 | 87 | 0.812 | 0.460 | 0 | 0 |
| 6315 | 54 | M | 2 | Graduate | Single | $60K - $80K | Blue | 44 | 6 | 3 | 2 | 7866.000 | 0 | 0.760 | 4238 | 55 | 0.719 | 0.000 | 0 | 0 |
| 6316 | 42 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2190.000 | 1299 | 0.938 | 5026 | 77 | 0.711 | 0.593 | 0 | 0 |
| 6317 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 4 | 1 | 3 | 4829.000 | 1153 | 0.534 | 4778 | 65 | 0.970 | 0.239 | 0 | 0 |
| 6318 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 5 | 1 | 1 | 3210.000 | 2081 | 0.615 | 3962 | 62 | 0.938 | 0.648 | 0 | 0 |
| 6319 | 38 | F | 0 | Graduate | Single | Less than $40K | Blue | 32 | 6 | 3 | 3 | 1755.000 | 750 | 0.659 | 5000 | 79 | 0.837 | 0.427 | 0 | 0 |
| 6320 | 47 | F | 4 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 1 | 1 | 1438.300 | 703 | 0.865 | 4341 | 80 | 0.951 | 0.489 | 0 | 0 |
| 6321 | 37 | M | 3 | Uneducated | NaN | $60K - $80K | Blue | 26 | 6 | 2 | 1 | 14485.000 | 2124 | 0.527 | 3895 | 87 | 0.776 | 0.147 | 0 | 0 |
| 6322 | 47 | M | 5 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 6043.000 | 0 | 0.627 | 4256 | 78 | 0.529 | 0.000 | 0 | 0 |
| 6323 | 43 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 6348.000 | 0 | 0.400 | 1732 | 39 | 0.393 | 0.000 | 1 | 1 |
| 6324 | 56 | F | 0 | High School | Married | Less than $40K | Blue | 48 | 3 | 3 | 1 | 1438.300 | 0 | 0.618 | 4210 | 75 | 0.500 | 0.000 | 0 | 0 |
| 6325 | 43 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 17239.000 | 0 | 0.393 | 1789 | 38 | 0.357 | 0.000 | 1 | 1 |
| 6326 | 45 | F | 3 | Graduate | Married | abc | Blue | 36 | 5 | 2 | 3 | 18432.000 | 484 | 0.557 | 2300 | 45 | 0.552 | 0.026 | 1 | 1 |
| 6327 | 47 | F | 1 | Uneducated | Single | Less than $40K | Blue | 32 | 6 | 2 | 2 | 1636.000 | 1135 | 0.754 | 5056 | 85 | 0.809 | 0.694 | 0 | 0 |
| 6328 | 43 | F | 3 | Graduate | Married | abc | Blue | 33 | 6 | 1 | 3 | 7951.000 | 1456 | 0.882 | 4452 | 65 | 0.512 | 0.183 | 0 | 0 |
| 6329 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 5 | 3 | 3 | 14201.000 | 0 | 0.574 | 2223 | 47 | 0.679 | 0.000 | 1 | 1 |
| 6330 | 52 | F | 0 | Graduate | NaN | $40K - $60K | Blue | 42 | 4 | 3 | 2 | 2723.000 | 1544 | 0.794 | 4108 | 70 | 1.258 | 0.567 | 0 | 0 |
| 6331 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 2 | 2 | 2019.000 | 991 | 0.799 | 3603 | 59 | 0.967 | 0.491 | 0 | 0 |
| 6332 | 43 | F | 3 | High School | Single | abc | Blue | 25 | 5 | 1 | 2 | 10305.000 | 1870 | 0.722 | 4018 | 63 | 0.800 | 0.181 | 0 | 0 |
| 6333 | 49 | M | 3 | NaN | Married | $40K - $60K | Blue | 32 | 4 | 3 | 3 | 3114.000 | 2208 | 0.824 | 5219 | 86 | 0.686 | 0.709 | 0 | 0 |
| 6334 | 40 | M | 3 | Graduate | NaN | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 4323.000 | 0 | 0.817 | 2451 | 38 | 0.727 | 0.000 | 1 | 1 |
| 6335 | 50 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3647.000 | 2517 | 0.842 | 2935 | 58 | 0.933 | 0.690 | 1 | 1 |
| 6336 | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 35 | 5 | 2 | 2 | 1849.000 | 1293 | 0.835 | 4678 | 71 | 0.972 | 0.699 | 0 | 0 |
| 6337 | 53 | M | 1 | Graduate | Married | $80K - $120K | Blue | 47 | 3 | 3 | 1 | 2540.000 | 1859 | 0.768 | 4480 | 80 | 0.702 | 0.732 | 0 | 0 |
| 6338 | 42 | F | 5 | High School | Single | abc | Blue | 31 | 6 | 3 | 2 | 4972.000 | 0 | 0.719 | 4524 | 72 | 0.756 | 0.000 | 0 | 0 |
| 6339 | 55 | F | 2 | Graduate | Single | Less than $40K | Silver | 47 | 3 | 3 | 1 | 13565.000 | 0 | 0.560 | 3705 | 69 | 0.917 | 0.000 | 0 | 0 |
| 6340 | 40 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 6332.000 | 318 | 0.783 | 2505 | 43 | 0.536 | 0.050 | 1 | 1 |
| 6341 | 41 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 6062.000 | 761 | 0.307 | 3877 | 66 | 0.375 | 0.126 | 0 | 1 |
| 6342 | 47 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 2 | 2897.000 | 638 | 1.041 | 4491 | 75 | 0.786 | 0.220 | 0 | 0 |
| 6343 | 46 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 4 | 5 | 0 | 13407.000 | 1341 | 0.928 | 4869 | 84 | 0.615 | 0.100 | 0 | 0 |
| 6344 | 50 | F | 2 | Graduate | Single | abc | Blue | 40 | 5 | 2 | 2 | 6610.000 | 1663 | 0.813 | 4735 | 83 | 0.766 | 0.252 | 0 | 0 |
| 6345 | 33 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 36 | 5 | 3 | 4 | 1438.300 | 0 | 0.980 | 2439 | 43 | 0.720 | 0.000 | 1 | 1 |
| 6346 | 45 | F | 5 | High School | Married | Less than $40K | Blue | 34 | 4 | 1 | 2 | 2030.000 | 1269 | 0.646 | 5067 | 88 | 0.725 | 0.625 | 0 | 0 |
| 6347 | 53 | M | 1 | High School | Married | $40K - $60K | Blue | 43 | 1 | 2 | 3 | 3146.000 | 0 | 0.414 | 1868 | 38 | 0.310 | 0.000 | 1 | 1 |
| 6348 | 36 | M | 0 | Graduate | Married | $80K - $120K | Blue | 30 | 5 | 3 | 2 | 5302.000 | 2414 | 0.779 | 4284 | 74 | 0.682 | 0.455 | 0 | 0 |
| 6349 | 55 | F | 2 | NaN | Single | Less than $40K | Blue | 45 | 6 | 2 | 3 | 3185.000 | 1820 | 0.965 | 5069 | 81 | 1.025 | 0.571 | 0 | 0 |
| 6350 | 42 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4328.000 | 1749 | 0.806 | 4593 | 72 | 1.000 | 0.404 | 0 | 0 |
| 6351 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 45 | 3 | 3 | 3 | 2238.000 | 1300 | 1.071 | 4508 | 79 | 0.756 | 0.581 | 0 | 0 |
| 6352 | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2658.000 | 1884 | 0.627 | 4779 | 83 | 0.930 | 0.709 | 0 | 0 |
| 6353 | 47 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 9090.000 | 1371 | 0.640 | 4422 | 65 | 0.585 | 0.151 | 0 | 0 |
| 6354 | 46 | F | 5 | NaN | Single | Less than $40K | Blue | 28 | 3 | 2 | 3 | 2424.000 | 2169 | 0.613 | 4209 | 76 | 0.767 | 0.895 | 0 | 0 |
| 6355 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 1 | 3 | 1438.300 | 0 | 0.565 | 3848 | 75 | 0.705 | 0.000 | 0 | 0 |
| 6356 | 43 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 27 | 4 | 3 | 3 | 1438.300 | 0 | 0.481 | 2137 | 40 | 0.333 | 0.000 | 1 | 1 |
| 6357 | 61 | F | 1 | Graduate | Single | abc | Blue | 44 | 4 | 3 | 2 | 2303.000 | 540 | 0.570 | 3440 | 46 | 0.704 | 0.234 | 0 | 1 |
| 6358 | 51 | M | 2 | Graduate | Divorced | $120K + | Blue | 41 | 4 | 2 | 3 | 2792.000 | 887 | 0.793 | 4074 | 81 | 0.800 | 0.318 | 0 | 0 |
| 6359 | 44 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2900.000 | 1987 | 0.667 | 4549 | 70 | 0.750 | 0.685 | 0 | 0 |
| 6360 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 2267.000 | 1283 | 0.761 | 4249 | 81 | 0.800 | 0.566 | 0 | 0 |
| 6361 | 52 | F | 1 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 4189.000 | 2066 | 0.686 | 4661 | 85 | 0.735 | 0.493 | 0 | 0 |
| 6362 | 45 | M | 4 | Graduate | Married | $60K - $80K | Blue | 39 | 6 | 3 | 2 | 12890.000 | 0 | 0.576 | 2216 | 51 | 0.545 | 0.000 | 1 | 1 |
| 6363 | 35 | F | 2 | Graduate | Single | abc | Blue | 26 | 6 | 1 | 2 | 3269.000 | 1434 | 0.630 | 4672 | 66 | 0.650 | 0.439 | 0 | 0 |
| 6364 | 59 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2759.000 | 2481 | 0.588 | 5037 | 84 | 0.680 | 0.899 | 0 | 0 |
| 6365 | 46 | F | 5 | Doctorate | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 1787.000 | 0 | 0.654 | 2345 | 36 | 0.286 | 0.000 | 1 | 1 |
| 6366 | 43 | M | 3 | Graduate | Single | $60K - $80K | Blue | 33 | 4 | 2 | 3 | 6854.000 | 0 | 0.703 | 4578 | 72 | 0.756 | 0.000 | 0 | 0 |
| 6367 | 35 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 27 | 3 | 2 | 2 | 2904.000 | 2517 | 0.624 | 2653 | 46 | 0.586 | 0.867 | 1 | 1 |
| 6368 | 44 | M | 0 | High School | Divorced | $80K - $120K | Blue | 34 | 5 | 2 | 2 | 5293.000 | 1236 | 0.848 | 4572 | 90 | 0.800 | 0.234 | 0 | 0 |
| 6369 | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 4 | 2 | 1 | 1781.000 | 0 | 0.570 | 4593 | 81 | 0.800 | 0.000 | 0 | 0 |
| 6370 | 50 | M | 3 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 3276.000 | 2353 | 0.725 | 4488 | 92 | 0.736 | 0.718 | 0 | 0 |
| 6371 | 55 | M | 2 | Uneducated | Single | $60K - $80K | Silver | 48 | 5 | 3 | 3 | 34516.000 | 1384 | 0.625 | 3807 | 82 | 0.864 | 0.040 | 0 | 0 |
| 6372 | 48 | M | 4 | High School | NaN | $60K - $80K | Blue | 30 | 3 | 3 | 2 | 14670.000 | 1900 | 0.806 | 4221 | 83 | 0.766 | 0.130 | 0 | 0 |
| 6373 | 59 | F | 2 | High School | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 4375.000 | 0 | 0.621 | 2507 | 53 | 0.472 | 0.000 | 1 | 1 |
| 6374 | 36 | F | 2 | College | NaN | abc | Blue | 24 | 6 | 3 | 3 | 3448.000 | 1903 | 0.841 | 5471 | 87 | 0.642 | 0.552 | 0 | 0 |
| 6375 | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 33 | 5 | 3 | 3 | 2111.000 | 1761 | 0.753 | 2112 | 46 | 0.769 | 0.834 | 1 | 1 |
| 6376 | 55 | F | 2 | College | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 3123.000 | 0 | 0.513 | 4424 | 81 | 0.723 | 0.000 | 0 | 0 |
| 6377 | 42 | M | 4 | Graduate | Married | $40K - $60K | Blue | 19 | 5 | 3 | 2 | 8374.000 | 0 | 0.885 | 4493 | 59 | 1.034 | 0.000 | 0 | 0 |
| 6378 | 48 | F | 1 | High School | Married | $40K - $60K | Silver | 28 | 3 | 1 | 2 | 15713.000 | 1387 | 0.904 | 4775 | 61 | 0.605 | 0.088 | 0 | 0 |
| 6379 | 60 | F | 0 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4115.000 | 1231 | 0.745 | 3627 | 61 | 1.179 | 0.299 | 0 | 0 |
| 6380 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 6925.000 | 0 | 0.821 | 2506 | 36 | 0.440 | 0.000 | 1 | 1 |
| 6381 | 42 | F | 2 | High School | Married | abc | Blue | 30 | 5 | 3 | 2 | 1898.000 | 725 | 0.664 | 5051 | 64 | 1.065 | 0.382 | 0 | 0 |
| 6382 | 44 | F | 1 | High School | Single | abc | Blue | 39 | 4 | 3 | 2 | 2021.000 | 1182 | 0.794 | 4209 | 77 | 0.833 | 0.585 | 0 | 0 |
| 6383 | 33 | F | 3 | Uneducated | Single | Less than $40K | Blue | 13 | 5 | 3 | 3 | 1630.000 | 1008 | 0.695 | 4143 | 67 | 0.595 | 0.618 | 0 | 0 |
| 6384 | 48 | F | 4 | Graduate | Single | $40K - $60K | Blue | 43 | 3 | 2 | 4 | 1538.000 | 0 | 0.684 | 2275 | 43 | 0.483 | 0.000 | 1 | 1 |
| 6385 | 48 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 38 | 6 | 2 | 3 | 22639.000 | 1481 | 0.703 | 4219 | 65 | 0.477 | 0.065 | 0 | 0 |
| 6386 | 39 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 19 | 5 | 1 | 2 | 2452.000 | 2423 | 0.778 | 4204 | 63 | 0.800 | 0.988 | 0 | 0 |
| 6387 | 32 | F | 4 | NaN | Married | Less than $40K | Blue | 22 | 6 | 3 | 3 | 1438.300 | 1056 | 0.986 | 4885 | 78 | 1.053 | 0.734 | 0 | 0 |
| 6388 | 41 | M | 2 | High School | Married | $120K + | Blue | 24 | 5 | 2 | 3 | 9924.000 | 0 | 0.517 | 1949 | 43 | 0.483 | 0.000 | 1 | 1 |
| 6389 | 37 | F | 2 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 2 | 2 | 2586.000 | 835 | 0.721 | 4883 | 73 | 0.825 | 0.323 | 0 | 0 |
| 6390 | 59 | F | 1 | NaN | Married | Less than $40K | Blue | 52 | 6 | 3 | 3 | 2308.000 | 2094 | 0.722 | 4869 | 77 | 0.750 | 0.907 | 0 | 0 |
| 6391 | 48 | F | 2 | Graduate | Married | abc | Blue | 42 | 4 | 2 | 0 | 10514.000 | 1494 | 0.649 | 4949 | 76 | 0.810 | 0.142 | 0 | 0 |
| 6392 | 54 | M | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 3 | 3 | 1655.000 | 0 | 0.766 | 4621 | 67 | 0.675 | 0.000 | 0 | 0 |
| 6393 | 41 | F | 2 | Graduate | Single | $40K - $60K | Blue | 25 | 4 | 2 | 2 | 2768.000 | 2228 | 0.864 | 5112 | 86 | 0.870 | 0.805 | 0 | 0 |
| 6394 | 59 | F | 0 | NaN | Single | Less than $40K | Blue | 52 | 3 | 3 | 3 | 2533.000 | 2076 | 0.738 | 3816 | 75 | 0.829 | 0.820 | 0 | 0 |
| 6395 | 48 | M | 2 | Graduate | Married | $80K - $120K | Blue | 42 | 6 | 3 | 2 | 25658.000 | 1721 | 0.592 | 4498 | 85 | 0.635 | 0.067 | 0 | 0 |
| 6396 | 55 | F | 2 | College | Divorced | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 4410.000 | 2517 | 0.530 | 1883 | 44 | 0.630 | 0.571 | 1 | 1 |
| 6397 | 49 | F | 4 | Uneducated | NaN | Less than $40K | Blue | 39 | 6 | 3 | 2 | 3468.000 | 2517 | 0.746 | 2494 | 39 | 0.345 | 0.726 | 1 | 1 |
| 6398 | 51 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.709 | 4323 | 70 | 0.667 | 0.000 | 0 | 0 |
| 6399 | 34 | F | 3 | High School | NaN | abc | Blue | 15 | 5 | 1 | 3 | 1438.300 | 0 | 0.689 | 2819 | 48 | 0.600 | 0.000 | 1 | 1 |
| 6400 | 55 | F | 1 | High School | NaN | abc | Blue | 36 | 3 | 2 | 3 | 6968.000 | 1430 | 0.950 | 4037 | 69 | 1.029 | 0.205 | 0 | 0 |
| 6401 | 35 | F | 3 | Graduate | Single | $40K - $60K | Blue | 22 | 3 | 1 | 3 | 2441.000 | 1670 | 0.697 | 4105 | 73 | 0.553 | 0.684 | 0 | 0 |
| 6402 | 46 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 37 | 3 | 2 | 2 | 1836.000 | 0 | 0.323 | 1799 | 28 | 0.167 | 0.000 | 1 | 1 |
| 6403 | 50 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 2560.000 | 1807 | 0.995 | 4456 | 70 | 0.522 | 0.706 | 0 | 0 |
| 6404 | 43 | M | 4 | College | Married | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 32733.000 | 1448 | 0.655 | 3452 | 54 | 0.862 | 0.044 | 0 | 0 |
| 6405 | 48 | F | 2 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 2 | 2964.000 | 2517 | 0.699 | 2327 | 38 | 0.810 | 0.849 | 1 | 1 |
| 6406 | 44 | M | 1 | NaN | NaN | $80K - $120K | Blue | 29 | 6 | 1 | 2 | 8315.000 | 1008 | 0.718 | 4088 | 66 | 0.610 | 0.121 | 0 | 0 |
| 6407 | 65 | F | 0 | NaN | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2279.000 | 1789 | 0.865 | 4091 | 82 | 0.907 | 0.785 | 0 | 0 |
| 6408 | 53 | M | 4 | College | Single | $80K - $120K | Silver | 48 | 5 | 1 | 2 | 34516.000 | 800 | 0.804 | 3819 | 72 | 0.600 | 0.023 | 0 | 0 |
| 6409 | 49 | M | 4 | Doctorate | Married | $40K - $60K | Blue | 39 | 5 | 1 | 2 | 1438.300 | 0 | 0.562 | 3691 | 77 | 0.510 | 0.000 | 0 | 0 |
| 6410 | 45 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2020.000 | 1103 | 0.942 | 4951 | 85 | 0.932 | 0.546 | 0 | 0 |
| 6411 | 44 | F | 2 | High School | NaN | abc | Gold | 35 | 3 | 3 | 3 | 34516.000 | 0 | 0.767 | 2227 | 44 | 0.630 | 0.000 | 1 | 1 |
| 6412 | 56 | F | 2 | Uneducated | Single | abc | Blue | 47 | 5 | 2 | 1 | 5261.000 | 1966 | 0.672 | 4448 | 86 | 0.792 | 0.374 | 0 | 0 |
| 6413 | 43 | F | 3 | High School | Married | abc | Blue | 31 | 3 | 3 | 1 | 2692.000 | 2039 | 0.853 | 4622 | 73 | 0.780 | 0.757 | 0 | 0 |
| 6414 | 49 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 5 | 2 | 1 | 1994.000 | 0 | 0.829 | 4434 | 69 | 0.568 | 0.000 | 0 | 0 |
| 6415 | 44 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 37 | 5 | 2 | 3 | 3290.000 | 0 | 0.841 | 4780 | 84 | 0.615 | 0.000 | 0 | 0 |
| 6416 | 52 | F | 5 | Graduate | Single | $40K - $60K | Blue | 41 | 4 | 2 | 3 | 3035.000 | 1960 | 0.566 | 4104 | 79 | 0.927 | 0.646 | 0 | 0 |
| 6417 | 37 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 3 | 1 | 2407.000 | 1552 | 0.620 | 4983 | 86 | 0.755 | 0.645 | 0 | 0 |
| 6418 | 47 | F | 3 | College | Married | Less than $40K | Blue | 35 | 6 | 3 | 2 | 1781.000 | 0 | 0.693 | 2196 | 35 | 0.750 | 0.000 | 1 | 1 |
| 6419 | 40 | F | 1 | Uneducated | Married | Less than $40K | Blue | 28 | 5 | 2 | 3 | 3680.000 | 0 | 0.729 | 2725 | 41 | 0.577 | 0.000 | 1 | 1 |
| 6420 | 48 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2740.000 | 2425 | 0.816 | 2431 | 46 | 0.394 | 0.885 | 1 | 1 |
| 6421 | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 6 | 3 | 4311.000 | 822 | 0.722 | 4965 | 94 | 0.541 | 0.191 | 0 | 0 |
| 6422 | 42 | F | 3 | High School | Single | Less than $40K | Blue | 32 | 5 | 3 | 3 | 1931.000 | 1297 | 1.037 | 4693 | 66 | 0.833 | 0.672 | 0 | 0 |
| 6423 | 59 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3604.000 | 1483 | 0.597 | 4576 | 87 | 0.706 | 0.411 | 0 | 0 |
| 6424 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 2 | 2190.000 | 0 | 0.630 | 4416 | 68 | 0.581 | 0.000 | 0 | 0 |
| 6425 | 56 | F | 2 | Uneducated | NaN | Less than $40K | Blue | 36 | 3 | 1 | 2 | 8438.000 | 1825 | 0.589 | 4798 | 89 | 0.712 | 0.216 | 0 | 0 |
| 6426 | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 3413.000 | 2372 | 0.700 | 5029 | 86 | 0.792 | 0.695 | 0 | 0 |
| 6427 | 26 | F | 0 | Graduate | NaN | Less than $40K | Blue | 14 | 3 | 2 | 1 | 2163.000 | 1942 | 0.582 | 4380 | 57 | 0.781 | 0.898 | 0 | 0 |
| 6428 | 42 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3595.000 | 1904 | 0.891 | 5025 | 84 | 0.647 | 0.530 | 0 | 0 |
| 6429 | 47 | M | 1 | Graduate | Married | $120K + | Blue | 41 | 5 | 3 | 3 | 9036.000 | 1080 | 0.742 | 4500 | 83 | 0.660 | 0.120 | 0 | 0 |
| 6430 | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 1 | 1 | 2315.000 | 1565 | 0.873 | 4828 | 90 | 0.800 | 0.676 | 0 | 0 |
| 6431 | 44 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 27 | 4 | 3 | 2 | 34516.000 | 1043 | 0.690 | 4654 | 59 | 0.639 | 0.030 | 0 | 0 |
| 6432 | 56 | F | 3 | High School | Married | Less than $40K | Blue | 37 | 6 | 1 | 3 | 4008.000 | 1650 | 1.000 | 5429 | 71 | 0.732 | 0.412 | 0 | 0 |
| 6433 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 30 | 6 | 2 | 3 | 3143.000 | 2517 | 0.959 | 5409 | 79 | 0.881 | 0.801 | 0 | 0 |
| 6434 | 40 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 27 | 4 | 2 | 3 | 3427.000 | 0 | 0.500 | 2625 | 63 | 0.500 | 0.000 | 1 | 1 |
| 6435 | 38 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 2699.000 | 564 | 0.683 | 4813 | 78 | 0.814 | 0.209 | 0 | 0 |
| 6436 | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1538.000 | 0 | 0.706 | 4884 | 79 | 0.881 | 0.000 | 0 | 0 |
| 6437 | 48 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 5573.000 | 1238 | 0.624 | 4348 | 90 | 0.837 | 0.222 | 0 | 0 |
| 6438 | 46 | M | 3 | High School | NaN | $80K - $120K | Blue | 35 | 5 | 3 | 2 | 2570.000 | 1764 | 0.786 | 4442 | 85 | 0.771 | 0.686 | 0 | 0 |
| 6439 | 43 | M | 2 | High School | NaN | $80K - $120K | Blue | 30 | 4 | 2 | 1 | 18008.000 | 2517 | 0.775 | 2659 | 55 | 0.833 | 0.140 | 0 | 1 |
| 6440 | 52 | M | 0 | High School | Single | $120K + | Blue | 39 | 5 | 3 | 3 | 34516.000 | 216 | 0.556 | 2395 | 47 | 0.306 | 0.006 | 1 | 1 |
| 6441 | 49 | F | 4 | Uneducated | Married | abc | Blue | 36 | 3 | 2 | 3 | 13483.000 | 2517 | 0.733 | 3427 | 72 | 0.600 | 0.187 | 0 | 0 |
| 6442 | 49 | F | 3 | Graduate | Single | abc | Blue | 42 | 4 | 2 | 3 | 4349.000 | 1400 | 0.641 | 4694 | 84 | 0.750 | 0.322 | 0 | 0 |
| 6443 | 42 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 4 | 1 | 3 | 11698.000 | 1060 | 1.282 | 3539 | 81 | 0.929 | 0.091 | 0 | 0 |
| 6444 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 4 | 2 | 3 | 8318.000 | 2517 | 0.690 | 2427 | 52 | 0.625 | 0.303 | 1 | 1 |
| 6445 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 41 | 5 | 2 | 3 | 1438.300 | 0 | 0.691 | 3942 | 78 | 1.229 | 0.000 | 0 | 0 |
| 6446 | 49 | F | 2 | NaN | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 1643.000 | 526 | 0.829 | 2520 | 38 | 0.583 | 0.320 | 1 | 1 |
| 6447 | 42 | M | 4 | Graduate | Married | $40K - $60K | Blue | 27 | 5 | 1 | 2 | 1503.000 | 929 | 0.892 | 4680 | 67 | 0.971 | 0.618 | 0 | 0 |
| 6448 | 47 | F | 2 | NaN | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 2793.000 | 1517 | 0.712 | 3485 | 72 | 0.895 | 0.543 | 0 | 0 |
| 6449 | 45 | F | 4 | College | Divorced | $40K - $60K | Blue | 37 | 5 | 3 | 3 | 1438.300 | 0 | 0.835 | 4459 | 66 | 0.833 | 0.000 | 0 | 0 |
| 6450 | 33 | M | 3 | High School | Married | $80K - $120K | Blue | 22 | 5 | 3 | 2 | 9094.000 | 0 | 0.631 | 4203 | 76 | 0.727 | 0.000 | 0 | 0 |
| 6451 | 50 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 39 | 5 | 1 | 3 | 6362.000 | 1709 | 1.016 | 4476 | 85 | 0.735 | 0.269 | 0 | 0 |
| 6452 | 60 | F | 1 | NaN | Single | Less than $40K | Blue | 47 | 6 | 1 | 1 | 2394.000 | 1427 | 0.803 | 4611 | 82 | 0.783 | 0.596 | 0 | 0 |
| 6453 | 45 | M | 4 | NaN | Single | $60K - $80K | Blue | 36 | 5 | 2 | 1 | 15100.000 | 2004 | 0.900 | 4135 | 76 | 0.689 | 0.133 | 0 | 0 |
| 6454 | 53 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 4 | 2 | 2927.000 | 2517 | 0.419 | 2231 | 60 | 0.875 | 0.860 | 1 | 1 |
| 6455 | 48 | M | 5 | Graduate | Married | $80K - $120K | Blue | 35 | 4 | 3 | 3 | 9030.000 | 2369 | 0.662 | 4899 | 84 | 0.867 | 0.262 | 0 | 0 |
| 6456 | 53 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1543.000 | 1041 | 0.920 | 4312 | 84 | 0.647 | 0.675 | 0 | 0 |
| 6457 | 53 | F | 1 | College | Married | abc | Blue | 40 | 3 | 2 | 1 | 4941.000 | 1867 | 0.730 | 5104 | 87 | 0.851 | 0.378 | 0 | 0 |
| 6458 | 33 | F | 1 | High School | Married | abc | Blue | 36 | 3 | 2 | 2 | 2279.000 | 1432 | 0.855 | 4169 | 74 | 0.947 | 0.628 | 0 | 0 |
| 6459 | 44 | F | 3 | High School | Divorced | Less than $40K | Blue | 28 | 5 | 2 | 3 | 1877.000 | 1203 | 0.654 | 2581 | 57 | 0.781 | 0.641 | 1 | 1 |
| 6460 | 52 | M | 2 | Uneducated | Divorced | $40K - $60K | Blue | 46 | 5 | 1 | 1 | 1438.300 | 0 | 0.706 | 3763 | 74 | 0.850 | 0.000 | 0 | 0 |
| 6461 | 40 | F | 5 | Graduate | NaN | Less than $40K | Blue | 27 | 4 | 2 | 1 | 1438.300 | 0 | 0.984 | 4397 | 73 | 0.553 | 0.000 | 0 | 0 |
| 6462 | 41 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 5 | 1 | 1 | 9577.000 | 632 | 0.379 | 4086 | 62 | 0.771 | 0.066 | 0 | 0 |
| 6463 | 43 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 1 | 1 | 5427.000 | 2177 | 0.824 | 4328 | 73 | 0.622 | 0.401 | 0 | 0 |
| 6464 | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 4 | 5913.000 | 1651 | 0.790 | 2404 | 39 | 0.560 | 0.279 | 1 | 1 |
| 6465 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 2 | 2867.000 | 0 | 0.703 | 2646 | 41 | 0.464 | 0.000 | 1 | 1 |
| 6466 | 40 | F | 1 | High School | Single | Less than $40K | Blue | 29 | 3 | 2 | 2 | 2506.000 | 1362 | 0.844 | 4665 | 82 | 0.745 | 0.543 | 0 | 0 |
| 6467 | 39 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 29 | 5 | 2 | 3 | 1693.000 | 1101 | 0.778 | 4203 | 87 | 0.851 | 0.650 | 0 | 0 |
| 6468 | 54 | F | 1 | Graduate | Married | abc | Blue | 36 | 4 | 2 | 2 | 3137.000 | 959 | 1.008 | 2925 | 41 | 0.414 | 0.306 | 1 | 1 |
| 6469 | 47 | F | 3 | Doctorate | Single | Less than $40K | Blue | 40 | 6 | 2 | 3 | 2437.000 | 0 | 0.664 | 2027 | 42 | 0.448 | 0.000 | 1 | 1 |
| 6470 | 35 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 6 | 0 | 2 | 1438.300 | 977 | 1.189 | 4840 | 85 | 1.073 | 0.679 | 0 | 0 |
| 6471 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 5 | 3 | 3 | 3913.000 | 0 | 0.722 | 5170 | 93 | 0.860 | 0.000 | 0 | 0 |
| 6472 | 41 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 4953.000 | 991 | 0.342 | 4183 | 67 | 0.489 | 0.200 | 0 | 0 |
| 6473 | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 3 | 5724.000 | 582 | 0.817 | 4510 | 59 | 0.903 | 0.102 | 0 | 0 |
| 6474 | 37 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 25 | 5 | 0 | 3 | 1438.300 | 0 | 1.023 | 5046 | 77 | 0.925 | 0.000 | 0 | 0 |
| 6475 | 55 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1886.000 | 1023 | 0.708 | 4233 | 81 | 0.884 | 0.542 | 0 | 0 |
| 6476 | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 1451.000 | 599 | 0.752 | 2192 | 35 | 0.458 | 0.413 | 1 | 1 |
| 6477 | 47 | F | 1 | High School | Married | abc | Blue | 41 | 3 | 2 | 3 | 2950.000 | 1642 | 0.800 | 4740 | 83 | 0.694 | 0.557 | 0 | 0 |
| 6478 | 42 | F | 0 | College | Single | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1438.300 | 1223 | 0.491 | 2181 | 43 | 0.593 | 0.850 | 1 | 1 |
| 6479 | 36 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 23 | 6 | 2 | 3 | 2024.000 | 901 | 0.659 | 4861 | 84 | 0.750 | 0.445 | 0 | 0 |
| 6480 | 33 | F | 0 | College | Single | abc | Blue | 15 | 3 | 1 | 4 | 2299.000 | 0 | 0.663 | 2323 | 47 | 0.469 | 0.000 | 1 | 1 |
| 6481 | 47 | M | 1 | High School | Married | $40K - $60K | Blue | 29 | 5 | 3 | 2 | 3291.000 | 1197 | 0.672 | 3228 | 82 | 0.708 | 0.364 | 0 | 0 |
| 6482 | 41 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.300 | 834 | 0.407 | 1890 | 43 | 0.387 | 0.580 | 1 | 1 |
| 6483 | 41 | F | 5 | High School | Divorced | Less than $40K | Blue | 34 | 3 | 1 | 3 | 2137.000 | 996 | 0.625 | 4290 | 90 | 0.875 | 0.466 | 0 | 0 |
| 6484 | 60 | F | 2 | High School | Married | Less than $40K | Blue | 42 | 3 | 3 | 2 | 1438.300 | 0 | 0.061 | 1628 | 42 | 0.077 | 0.000 | 1 | 1 |
| 6485 | 48 | M | 3 | NaN | Single | $80K - $120K | Blue | 44 | 5 | 1 | 3 | 16794.000 | 1527 | 0.912 | 4040 | 76 | 0.689 | 0.091 | 0 | 0 |
| 6486 | 43 | M | 3 | NaN | Married | $40K - $60K | Blue | 32 | 3 | 1 | 3 | 12219.000 | 1462 | 0.558 | 3843 | 69 | 0.605 | 0.120 | 0 | 0 |
| 6487 | 54 | F | 2 | High School | Married | Less than $40K | Blue | 47 | 4 | 2 | 3 | 1804.000 | 1298 | 0.758 | 4542 | 73 | 0.921 | 0.720 | 0 | 0 |
| 6488 | 60 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2343.000 | 2066 | 0.720 | 4858 | 69 | 0.917 | 0.882 | 0 | 0 |
| 6489 | 44 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 38 | 5 | 2 | 3 | 19724.000 | 0 | 0.644 | 3830 | 82 | 0.673 | 0.000 | 0 | 0 |
| 6490 | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 42 | 6 | 1 | 2 | 3949.000 | 1463 | 1.072 | 4124 | 57 | 0.839 | 0.370 | 0 | 0 |
| 6491 | 64 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 4 | 1682.000 | 0 | 0.750 | 1811 | 39 | 0.500 | 0.000 | 1 | 1 |
| 6492 | 54 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 1724.000 | 0 | 0.670 | 2725 | 47 | 0.424 | 0.000 | 1 | 1 |
| 6493 | 50 | F | 3 | Doctorate | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 2372.000 | 1148 | 0.872 | 4418 | 80 | 0.818 | 0.484 | 0 | 0 |
| 6494 | 40 | M | 3 | Uneducated | Married | $120K + | Blue | 28 | 3 | 3 | 2 | 4642.000 | 1676 | 0.615 | 5080 | 76 | 0.810 | 0.361 | 0 | 0 |
| 6495 | 49 | F | 4 | College | Single | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 2765.000 | 1211 | 0.736 | 4629 | 58 | 0.706 | 0.438 | 0 | 0 |
| 6496 | 49 | F | 2 | NaN | Single | Less than $40K | Blue | 41 | 5 | 3 | 2 | 2555.000 | 1815 | 0.847 | 4552 | 75 | 0.829 | 0.710 | 0 | 0 |
| 6497 | 51 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 40 | 3 | 2 | 2 | 3150.000 | 0 | 0.750 | 3477 | 78 | 0.857 | 0.000 | 0 | 0 |
| 6498 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2570.000 | 2107 | 0.651 | 4058 | 83 | 0.766 | 0.820 | 0 | 0 |
| 6499 | 59 | M | 0 | Graduate | Single | $60K - $80K | Blue | 53 | 4 | 2 | 2 | 4386.000 | 2505 | 0.806 | 4064 | 65 | 0.806 | 0.571 | 0 | 0 |
| 6500 | 42 | M | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 2411.000 | 1797 | 0.607 | 4331 | 63 | 0.500 | 0.745 | 0 | 0 |
| 6501 | 47 | M | 3 | Graduate | Divorced | Less than $40K | Blue | 40 | 4 | 4 | 3 | 6397.000 | 0 | 0.632 | 2511 | 56 | 0.556 | 0.000 | 1 | 1 |
| 6502 | 53 | M | 1 | Uneducated | NaN | $120K + | Blue | 45 | 4 | 4 | 2 | 23958.000 | 2517 | 0.702 | 2777 | 45 | 0.552 | 0.105 | 1 | 1 |
| 6503 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 42 | 5 | 2 | 3 | 2608.000 | 2455 | 0.886 | 4776 | 85 | 0.889 | 0.941 | 0 | 0 |
| 6504 | 45 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 39 | 3 | 1 | 2 | 4409.000 | 1753 | 0.550 | 4292 | 76 | 0.652 | 0.398 | 0 | 0 |
| 6505 | 48 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 39 | 3 | 2 | 2 | 10033.000 | 0 | 0.644 | 4106 | 78 | 0.902 | 0.000 | 0 | 0 |
| 6506 | 48 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 1641.000 | 0 | 0.791 | 2536 | 45 | 0.364 | 0.000 | 1 | 1 |
| 6507 | 57 | F | 2 | High School | Single | Less than $40K | Blue | 45 | 4 | 1 | 3 | 2454.000 | 1610 | 1.036 | 4983 | 79 | 0.795 | 0.656 | 0 | 0 |
| 6508 | 56 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 5 | 2 | 2 | 1978.000 | 0 | 0.641 | 4870 | 83 | 0.844 | 0.000 | 0 | 0 |
| 6509 | 46 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 5464.000 | 887 | 0.554 | 4866 | 81 | 0.620 | 0.162 | 0 | 0 |
| 6510 | 42 | M | 3 | High School | Single | $60K - $80K | Blue | 37 | 3 | 3 | 3 | 5951.000 | 0 | 0.742 | 4160 | 84 | 0.867 | 0.000 | 0 | 0 |
| 6511 | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 31 | 6 | 1 | 3 | 2381.000 | 1603 | 0.687 | 4013 | 79 | 0.756 | 0.673 | 0 | 0 |
| 6512 | 48 | M | 4 | Post-Graduate | Divorced | $60K - $80K | Blue | 38 | 3 | 2 | 2 | 11596.000 | 1258 | 0.426 | 4686 | 67 | 0.675 | 0.108 | 0 | 0 |
| 6513 | 55 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 4 | 3 | 2 | 5162.000 | 984 | 0.842 | 3562 | 72 | 0.895 | 0.191 | 0 | 0 |
| 6514 | 63 | F | 1 | Uneducated | Single | abc | Blue | 55 | 4 | 3 | 1 | 16312.000 | 520 | 0.806 | 4366 | 68 | 0.659 | 0.032 | 0 | 0 |
| 6515 | 44 | M | 3 | High School | Single | $60K - $80K | Silver | 36 | 5 | 2 | 3 | 25276.000 | 0 | 0.849 | 2282 | 38 | 0.583 | 0.000 | 1 | 1 |
| 6516 | 38 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 3 | 3 | 3 | 1939.000 | 1484 | 0.576 | 4790 | 77 | 0.750 | 0.765 | 0 | 0 |
| 6517 | 45 | F | 2 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2788.000 | 1826 | 0.521 | 4437 | 67 | 0.595 | 0.655 | 0 | 0 |
| 6518 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 42 | 4 | 2 | 3 | 1438.300 | 1108 | 0.782 | 4776 | 90 | 0.765 | 0.770 | 0 | 0 |
| 6519 | 59 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 6 | 1 | 4 | 2448.000 | 1969 | 0.713 | 5066 | 84 | 0.750 | 0.804 | 0 | 0 |
| 6520 | 52 | F | 1 | College | Married | abc | Blue | 40 | 5 | 3 | 1 | 10317.000 | 642 | 0.553 | 3939 | 60 | 0.875 | 0.062 | 0 | 0 |
| 6521 | 38 | F | 1 | College | Single | Less than $40K | Blue | 33 | 6 | 2 | 3 | 3119.000 | 2517 | 0.722 | 2492 | 50 | 0.515 | 0.807 | 1 | 1 |
| 6522 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2803.000 | 0 | 0.623 | 2216 | 40 | 0.600 | 0.000 | 1 | 1 |
| 6523 | 43 | F | 4 | Graduate | NaN | Less than $40K | Blue | 30 | 3 | 2 | 1 | 2397.000 | 2151 | 0.839 | 4140 | 68 | 0.744 | 0.897 | 0 | 0 |
| 6524 | 44 | F | 3 | NaN | Divorced | Less than $40K | Blue | 32 | 3 | 3 | 2 | 1693.000 | 1457 | 0.919 | 2829 | 42 | 0.615 | 0.861 | 1 | 1 |
| 6525 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 2866.000 | 1882 | 0.803 | 4850 | 84 | 0.826 | 0.657 | 0 | 0 |
| 6526 | 52 | F | 3 | Uneducated | NaN | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 2498.000 | 1650 | 0.673 | 4434 | 79 | 0.837 | 0.661 | 0 | 0 |
| 6527 | 42 | F | 4 | College | Divorced | Less than $40K | Blue | 23 | 6 | 1 | 3 | 1878.000 | 1024 | 0.760 | 4707 | 74 | 0.897 | 0.545 | 0 | 0 |
| 6528 | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 3 | 3 | 2712.000 | 2487 | 0.571 | 4159 | 69 | 0.683 | 0.917 | 0 | 0 |
| 6529 | 52 | M | 2 | High School | Single | $120K + | Blue | 38 | 6 | 3 | 3 | 34516.000 | 0 | 0.639 | 2213 | 47 | 0.382 | 0.000 | 1 | 1 |
| 6530 | 34 | F | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 6 | 1 | 1 | 6169.000 | 2517 | 1.117 | 4794 | 71 | 0.690 | 0.408 | 0 | 0 |
| 6531 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 35 | 4 | 2 | 2 | 6205.000 | 2264 | 0.773 | 4605 | 88 | 0.725 | 0.365 | 0 | 0 |
| 6532 | 43 | F | 2 | NaN | NaN | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1780.000 | 1541 | 0.839 | 5008 | 93 | 0.722 | 0.866 | 0 | 0 |
| 6533 | 48 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 1438.300 | 0 | 0.646 | 4490 | 65 | 0.625 | 0.000 | 0 | 0 |
| 6534 | 41 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2811.000 | 2404 | 0.491 | 2245 | 41 | 0.464 | 0.855 | 1 | 1 |
| 6535 | 59 | F | 1 | NaN | Single | Less than $40K | Blue | 53 | 5 | 6 | 2 | 7501.000 | 2517 | 0.663 | 2280 | 49 | 0.531 | 0.336 | 1 | 1 |
| 6536 | 62 | M | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 6 | 3 | 2 | 2856.000 | 2517 | 0.615 | 4473 | 67 | 0.489 | 0.881 | 0 | 0 |
| 6537 | 37 | M | 3 | NaN | Single | $80K - $120K | Blue | 22 | 4 | 2 | 2 | 29898.000 | 1414 | 0.453 | 3883 | 68 | 0.700 | 0.047 | 0 | 0 |
| 6538 | 46 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 2 | 2 | 1939.000 | 685 | 0.421 | 4327 | 84 | 0.680 | 0.353 | 0 | 0 |
| 6539 | 50 | F | 2 | High School | Married | Less than $40K | Blue | 21 | 6 | 1 | 1 | 2965.000 | 1819 | 0.796 | 4475 | 66 | 0.692 | 0.613 | 0 | 0 |
| 6540 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 25 | 6 | 2 | 1 | 2812.000 | 2029 | 0.634 | 4763 | 74 | 0.762 | 0.722 | 0 | 0 |
| 6541 | 59 | F | 1 | Graduate | Single | abc | Blue | 36 | 3 | 2 | 3 | 10031.000 | 0 | 0.238 | 1792 | 29 | 0.074 | 0.000 | 1 | 1 |
| 6542 | 62 | M | 0 | Graduate | Divorced | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4049.000 | 0 | 0.567 | 4003 | 73 | 0.659 | 0.000 | 0 | 0 |
| 6543 | 38 | F | 3 | Graduate | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 2669.000 | 0 | 0.670 | 2271 | 31 | 0.722 | 0.000 | 1 | 1 |
| 6544 | 44 | F | 3 | College | Single | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1951.000 | 0 | 0.772 | 2697 | 45 | 0.731 | 0.000 | 1 | 1 |
| 6545 | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 1528.000 | 0 | 0.669 | 4411 | 77 | 0.833 | 0.000 | 0 | 0 |
| 6546 | 48 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1438.300 | 455 | 0.626 | 2090 | 50 | 0.562 | 0.316 | 1 | 1 |
| 6547 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 43 | 4 | 3 | 4 | 3143.000 | 0 | 0.764 | 2297 | 37 | 0.321 | 0.000 | 1 | 1 |
| 6548 | 46 | F | 5 | High School | NaN | Less than $40K | Blue | 37 | 4 | 3 | 3 | 1438.300 | 725 | 0.715 | 3916 | 79 | 0.795 | 0.504 | 0 | 0 |
| 6549 | 43 | M | 2 | NaN | Single | $40K - $60K | Blue | 36 | 4 | 4 | 1 | 8406.000 | 0 | 0.743 | 3820 | 75 | 0.630 | 0.000 | 0 | 0 |
| 6550 | 50 | F | 0 | High School | NaN | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2242.000 | 888 | 0.661 | 4708 | 81 | 0.558 | 0.396 | 0 | 0 |
| 6551 | 44 | M | 5 | Graduate | Divorced | $60K - $80K | Blue | 36 | 3 | 3 | 6 | 6538.000 | 0 | 0.556 | 2132 | 33 | 0.571 | 0.000 | 1 | 1 |
| 6552 | 42 | F | 2 | NaN | Married | Less than $40K | Blue | 29 | 3 | 3 | 1 | 4710.000 | 1604 | 0.607 | 4663 | 78 | 0.814 | 0.341 | 0 | 0 |
| 6553 | 50 | M | 1 | Graduate | Single | $120K + | Blue | 41 | 4 | 1 | 3 | 13032.000 | 1701 | 0.904 | 4348 | 77 | 0.878 | 0.131 | 0 | 0 |
| 6554 | 45 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2225.000 | 0 | 0.611 | 4138 | 85 | 0.771 | 0.000 | 0 | 0 |
| 6555 | 52 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 2 | 3143.000 | 2268 | 0.801 | 4417 | 84 | 0.680 | 0.722 | 0 | 0 |
| 6556 | 49 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 44 | 6 | 1 | 3 | 5013.000 | 0 | 0.822 | 5223 | 84 | 0.909 | 0.000 | 0 | 0 |
| 6557 | 60 | F | 0 | High School | Married | Less than $40K | Blue | 50 | 6 | 0 | 1 | 3466.000 | 973 | 0.652 | 4073 | 69 | 0.605 | 0.281 | 0 | 0 |
| 6558 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 18 | 5 | 3 | 3 | 1686.000 | 1206 | 0.767 | 4891 | 68 | 0.511 | 0.715 | 0 | 0 |
| 6559 | 44 | F | 3 | NaN | Divorced | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 1689.000 | 0 | 0.202 | 1588 | 37 | 0.276 | 0.000 | 1 | 1 |
| 6560 | 47 | M | 1 | Graduate | Married | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 1626.000 | 0 | 0.783 | 4847 | 78 | 1.053 | 0.000 | 0 | 0 |
| 6561 | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 51 | 3 | 5 | 2 | 1614.000 | 0 | 0.241 | 1690 | 38 | 0.357 | 0.000 | 1 | 1 |
| 6562 | 41 | F | 3 | Uneducated | Single | abc | Blue | 29 | 6 | 3 | 3 | 2429.000 | 1966 | 1.046 | 4775 | 84 | 0.787 | 0.809 | 0 | 0 |
| 6563 | 35 | F | 2 | NaN | Married | $40K - $60K | Blue | 15 | 4 | 2 | 1 | 1438.300 | 834 | 0.684 | 4551 | 82 | 0.640 | 0.580 | 0 | 0 |
| 6564 | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 30 | 5 | 2 | 2 | 17523.000 | 0 | 0.424 | 1974 | 54 | 0.688 | 0.000 | 1 | 1 |
| 6565 | 54 | F | 2 | College | Married | Less than $40K | Blue | 43 | 3 | 4 | 1 | 2573.000 | 1760 | 0.676 | 4404 | 93 | 0.824 | 0.684 | 0 | 0 |
| 6566 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 3 | 2 | 2 | 2900.000 | 2122 | 0.631 | 4656 | 59 | 1.458 | 0.732 | 0 | 0 |
| 6567 | 32 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 36 | 4 | 5 | 1 | 2352.000 | 2176 | 0.857 | 5209 | 93 | 0.755 | 0.925 | 0 | 0 |
| 6568 | 58 | F | 2 | College | Single | Less than $40K | Blue | 36 | 6 | 4 | 0 | 2212.000 | 1902 | 0.691 | 4976 | 79 | 0.975 | 0.860 | 0 | 0 |
| 6569 | 33 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 9642.000 | 1431 | 0.561 | 2172 | 33 | 0.571 | 0.148 | 1 | 1 |
| 6570 | 56 | M | 1 | High School | Married | $120K + | Blue | 37 | 4 | 1 | 3 | 9257.000 | 0 | 0.722 | 4212 | 72 | 0.895 | 0.000 | 0 | 0 |
| 6571 | 46 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1731.000 | 0 | 0.529 | 2304 | 46 | 1.000 | 0.000 | 1 | 1 |
| 6572 | 61 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 49 | 6 | 2 | 2 | 16929.000 | 1838 | 0.551 | 4799 | 79 | 0.519 | 0.109 | 0 | 0 |
| 6573 | 50 | M | 2 | College | Married | $80K - $120K | Blue | 39 | 6 | 4 | 2 | 3606.000 | 1862 | 0.689 | 3568 | 92 | 0.804 | 0.516 | 0 | 0 |
| 6574 | 44 | M | 4 | Uneducated | Single | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 1714.000 | 0 | 0.849 | 4180 | 71 | 0.919 | 0.000 | 0 | 0 |
| 6575 | 46 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 23512.000 | 1562 | 0.632 | 3764 | 60 | 0.538 | 0.066 | 0 | 0 |
| 6576 | 44 | F | 3 | NaN | Married | Less than $40K | Blue | 35 | 3 | 3 | 2 | 1855.000 | 0 | 0.988 | 2544 | 27 | 0.929 | 0.000 | 1 | 1 |
| 6577 | 44 | F | 3 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 1 | 1605.000 | 890 | 0.742 | 2722 | 45 | 0.500 | 0.555 | 1 | 1 |
| 6578 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2302.000 | 1593 | 0.671 | 2689 | 49 | 0.324 | 0.692 | 1 | 1 |
| 6579 | 42 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 25 | 6 | 2 | 3 | 13546.000 | 1720 | 0.538 | 3943 | 73 | 0.698 | 0.127 | 0 | 0 |
| 6580 | 54 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 44 | 5 | 3 | 3 | 2440.000 | 503 | 0.415 | 2334 | 51 | 0.594 | 0.206 | 1 | 1 |
| 6581 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 6 | 2 | 2669.000 | 2397 | 0.807 | 3847 | 65 | 0.585 | 0.898 | 0 | 0 |
| 6582 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 35 | 4 | 3 | 6 | 2402.000 | 628 | 0.689 | 1930 | 48 | 0.600 | 0.261 | 1 | 1 |
| 6583 | 46 | F | 2 | NaN | Single | $40K - $60K | Blue | 33 | 5 | 3 | 6 | 3001.000 | 0 | 0.740 | 2577 | 39 | 0.444 | 0.000 | 1 | 1 |
| 6584 | 42 | F | 2 | NaN | Married | Less than $40K | Blue | 31 | 6 | 2 | 3 | 2552.000 | 2220 | 0.782 | 4437 | 61 | 1.033 | 0.870 | 0 | 0 |
| 6585 | 41 | F | 3 | NaN | Married | Less than $40K | Blue | 34 | 3 | 6 | 2 | 2679.000 | 2214 | 1.036 | 4682 | 81 | 0.841 | 0.826 | 0 | 0 |
| 6586 | 45 | F | 4 | High School | Single | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1502.000 | 0 | 0.739 | 4890 | 61 | 0.794 | 0.000 | 0 | 0 |
| 6587 | 61 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 55 | 4 | 3 | 3 | 1438.300 | 0 | 0.573 | 4518 | 81 | 0.723 | 0.000 | 0 | 0 |
| 6588 | 46 | F | 4 | NaN | Married | Less than $40K | Blue | 38 | 5 | 2 | 3 | 3331.000 | 1307 | 0.617 | 3946 | 69 | 0.683 | 0.392 | 0 | 0 |
| 6589 | 32 | F | 1 | NaN | Divorced | Less than $40K | Blue | 19 | 3 | 2 | 1 | 1438.300 | 0 | 0.686 | 4593 | 79 | 0.612 | 0.000 | 0 | 0 |
| 6590 | 55 | F | 2 | NaN | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 2426.000 | 1589 | 0.870 | 5175 | 82 | 0.822 | 0.655 | 0 | 0 |
| 6591 | 59 | M | 2 | High School | Single | $80K - $120K | Blue | 54 | 3 | 2 | 2 | 2791.000 | 2396 | 0.889 | 2658 | 43 | 0.344 | 0.858 | 1 | 1 |
| 6592 | 49 | M | 2 | NaN | NaN | $80K - $120K | Blue | 43 | 5 | 2 | 2 | 18379.000 | 999 | 0.466 | 4122 | 70 | 0.707 | 0.054 | 0 | 0 |
| 6593 | 46 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 6 | 3 | 1 | 3499.000 | 1759 | 0.635 | 3972 | 67 | 0.558 | 0.503 | 0 | 0 |
| 6594 | 60 | F | 0 | College | Single | Less than $40K | Blue | 48 | 5 | 1 | 3 | 1438.300 | 0 | 0.653 | 4104 | 83 | 0.729 | 0.000 | 0 | 0 |
| 6595 | 40 | M | 2 | Graduate | Married | $120K + | Blue | 28 | 6 | 3 | 3 | 18295.000 | 0 | 0.625 | 4827 | 70 | 0.750 | 0.000 | 0 | 0 |
| 6596 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 29 | 4 | 1 | 3 | 1568.000 | 995 | 0.908 | 4531 | 76 | 0.810 | 0.635 | 0 | 0 |
| 6597 | 57 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 0 | 1 | 2712.000 | 1445 | 0.819 | 4520 | 79 | 0.881 | 0.533 | 0 | 0 |
| 6598 | 48 | M | 5 | Post-Graduate | Single | $120K + | Silver | 41 | 5 | 3 | 1 | 34516.000 | 2517 | 0.553 | 2260 | 50 | 0.786 | 0.073 | 1 | 1 |
| 6599 | 55 | F | 5 | High School | Single | Less than $40K | Blue | 49 | 6 | 2 | 1 | 2177.000 | 1472 | 0.787 | 5228 | 77 | 0.674 | 0.676 | 0 | 0 |
| 6600 | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 34 | 3 | 3 | 1 | 2296.000 | 0 | 0.749 | 5108 | 87 | 0.740 | 0.000 | 0 | 0 |
| 6601 | 43 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 5 | 3 | 3 | 2435.000 | 1595 | 0.691 | 5268 | 88 | 0.660 | 0.655 | 0 | 0 |
| 6602 | 51 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 5 | 3 | 3 | 1495.000 | 691 | 0.705 | 2552 | 42 | 0.556 | 0.462 | 1 | 1 |
| 6603 | 41 | M | 3 | Doctorate | Single | $120K + | Blue | 26 | 3 | 2 | 2 | 9220.000 | 0 | 0.733 | 2276 | 32 | 0.600 | 0.000 | 1 | 1 |
| 6604 | 52 | M | 2 | High School | Married | $60K - $80K | Blue | 40 | 3 | 4 | 2 | 23128.000 | 1958 | 0.604 | 2050 | 35 | 0.667 | 0.085 | 1 | 1 |
| 6605 | 47 | F | 2 | Doctorate | Single | Less than $40K | Blue | 37 | 3 | 0 | 1 | 4254.000 | 1204 | 0.538 | 5385 | 93 | 0.691 | 0.283 | 0 | 0 |
| 6606 | 47 | F | 3 | NaN | Single | $40K - $60K | Blue | 42 | 1 | 5 | 3 | 14897.000 | 0 | 0.489 | 2164 | 53 | 0.606 | 0.000 | 1 | 1 |
| 6607 | 54 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3554.000 | 0 | 0.929 | 4121 | 82 | 0.783 | 0.000 | 0 | 0 |
| 6608 | 34 | F | 2 | High School | Married | Less than $40K | Blue | 13 | 6 | 2 | 2 | 1798.000 | 833 | 0.882 | 4551 | 84 | 0.787 | 0.463 | 0 | 0 |
| 6609 | 44 | F | 2 | College | Single | Less than $40K | Blue | 34 | 3 | 2 | 1 | 2429.000 | 1687 | 0.766 | 4122 | 74 | 0.850 | 0.695 | 0 | 0 |
| 6610 | 46 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 39 | 3 | 1 | 1 | 2477.000 | 1480 | 0.826 | 5138 | 77 | 0.974 | 0.597 | 0 | 0 |
| 6611 | 36 | F | 2 | Uneducated | Divorced | abc | Blue | 36 | 3 | 2 | 1 | 14304.000 | 699 | 0.549 | 4746 | 73 | 0.521 | 0.049 | 0 | 0 |
| 6612 | 30 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 5 | 1 | 1 | 1536.000 | 801 | 0.944 | 3904 | 74 | 0.897 | 0.521 | 0 | 0 |
| 6613 | 39 | F | 3 | High School | NaN | abc | Blue | 34 | 4 | 3 | 2 | 15370.000 | 686 | 0.810 | 4106 | 71 | 1.029 | 0.045 | 0 | 0 |
| 6614 | 45 | M | 4 | NaN | NaN | $40K - $60K | Gold | 39 | 5 | 1 | 2 | 23981.000 | 1684 | 0.736 | 4141 | 73 | 0.521 | 0.070 | 0 | 0 |
| 6615 | 42 | M | 3 | NaN | Single | $60K - $80K | Blue | 38 | 5 | 1 | 1 | 6318.000 | 1397 | 0.517 | 4166 | 86 | 0.755 | 0.221 | 0 | 0 |
| 6616 | 32 | F | 1 | Graduate | Single | abc | Blue | 13 | 5 | 1 | 3 | 3558.000 | 816 | 0.770 | 4878 | 71 | 0.578 | 0.229 | 0 | 0 |
| 6617 | 56 | F | 4 | Graduate | NaN | Less than $40K | Blue | 44 | 5 | 3 | 3 | 1677.000 | 0 | 0.835 | 2477 | 45 | 0.324 | 0.000 | 1 | 1 |
| 6618 | 53 | F | 4 | NaN | Married | Less than $40K | Blue | 47 | 3 | 2 | 2 | 2734.000 | 2085 | 0.764 | 4064 | 66 | 0.784 | 0.763 | 0 | 0 |
| 6619 | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2396.000 | 1663 | 0.645 | 4569 | 70 | 0.667 | 0.694 | 0 | 0 |
| 6620 | 45 | M | 4 | High School | Married | $80K - $120K | Blue | 35 | 5 | 2 | 3 | 9852.000 | 2277 | 0.831 | 3813 | 71 | 0.614 | 0.231 | 0 | 0 |
| 6621 | 49 | M | 4 | High School | Single | $60K - $80K | Blue | 30 | 5 | 3 | 3 | 1579.000 | 900 | 0.592 | 4354 | 70 | 0.707 | 0.570 | 0 | 0 |
| 6622 | 44 | F | 3 | NaN | Single | abc | Blue | 37 | 3 | 2 | 3 | 1900.000 | 0 | 0.864 | 2298 | 45 | 0.452 | 0.000 | 1 | 1 |
| 6623 | 42 | F | 2 | College | Married | $40K - $60K | Blue | 28 | 6 | 2 | 1 | 1820.000 | 0 | 0.658 | 4592 | 67 | 0.811 | 0.000 | 0 | 0 |
| 6624 | 58 | F | 1 | Uneducated | NaN | $40K - $60K | Blue | 39 | 5 | 1 | 1 | 2406.000 | 0 | 1.016 | 4450 | 73 | 0.698 | 0.000 | 0 | 0 |
| 6625 | 60 | M | 0 | NaN | Married | $60K - $80K | Blue | 47 | 5 | 1 | 3 | 4541.000 | 1037 | 0.825 | 2829 | 44 | 0.467 | 0.228 | 1 | 1 |
| 6626 | 51 | F | 4 | NaN | Single | Less than $40K | Blue | 43 | 6 | 3 | 2 | 3124.000 | 2517 | 0.635 | 4716 | 68 | 0.581 | 0.806 | 0 | 0 |
| 6627 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 6 | 3 | 1 | 2240.000 | 1664 | 0.691 | 4399 | 80 | 0.600 | 0.743 | 0 | 0 |
| 6628 | 43 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 31 | 4 | 1 | 3 | 1773.000 | 882 | 0.680 | 5400 | 84 | 0.615 | 0.497 | 0 | 0 |
| 6629 | 27 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1674.000 | 752 | 0.963 | 4513 | 57 | 0.966 | 0.449 | 0 | 0 |
| 6630 | 46 | F | 4 | Graduate | Married | abc | Blue | 39 | 4 | 3 | 3 | 3257.000 | 0 | 0.757 | 4042 | 85 | 0.848 | 0.000 | 0 | 0 |
| 6631 | 48 | F | 3 | High School | Married | abc | Silver | 36 | 4 | 2 | 3 | 32611.000 | 1718 | 0.971 | 3916 | 61 | 0.605 | 0.053 | 0 | 0 |
| 6632 | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 38 | 5 | 1 | 2 | 3027.000 | 1671 | 0.934 | 3912 | 77 | 0.925 | 0.552 | 0 | 0 |
| 6633 | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 4210.000 | 0 | 1.027 | 4175 | 58 | 0.933 | 0.000 | 0 | 0 |
| 6634 | 46 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 27 | 5 | 2 | 3 | 10931.000 | 2297 | 0.639 | 4802 | 73 | 0.872 | 0.210 | 0 | 0 |
| 6635 | 55 | M | 3 | Graduate | Single | $120K + | Blue | 43 | 5 | 1 | 3 | 34516.000 | 0 | 0.813 | 4131 | 66 | 0.610 | 0.000 | 0 | 0 |
| 6636 | 51 | F | 0 | Doctorate | Single | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 2637.000 | 1009 | 0.574 | 4525 | 83 | 0.729 | 0.383 | 0 | 0 |
| 6637 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 4 | 2 | 2 | 2899.000 | 1952 | 0.667 | 4906 | 94 | 0.679 | 0.673 | 0 | 0 |
| 6638 | 40 | M | 2 | NaN | Divorced | $120K + | Blue | 26 | 3 | 2 | 3 | 1438.300 | 0 | 0.634 | 4776 | 82 | 0.673 | 0.000 | 0 | 0 |
| 6639 | 65 | M | 0 | Doctorate | Divorced | Less than $40K | Blue | 56 | 6 | 1 | 3 | 1573.000 | 653 | 0.710 | 3349 | 77 | 0.674 | 0.415 | 0 | 0 |
| 6640 | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 6184.000 | 0 | 0.476 | 1756 | 49 | 0.324 | 0.000 | 1 | 1 |
| 6641 | 51 | M | 0 | College | Married | $120K + | Silver | 35 | 5 | 1 | 2 | 34516.000 | 2332 | 0.800 | 4587 | 82 | 0.745 | 0.068 | 0 | 0 |
| 6642 | 56 | F | 3 | Uneducated | Married | abc | Blue | 47 | 4 | 1 | 2 | 1822.000 | 1118 | 0.896 | 4576 | 78 | 0.529 | 0.614 | 0 | 0 |
| 6643 | 41 | F | 2 | NaN | Single | Less than $40K | Blue | 29 | 6 | 3 | 0 | 2701.000 | 1839 | 0.765 | 4406 | 80 | 0.778 | 0.681 | 0 | 0 |
| 6644 | 47 | F | 1 | High School | NaN | Less than $40K | Blue | 41 | 6 | 3 | 2 | 3654.000 | 0 | 0.630 | 1998 | 44 | 0.467 | 0.000 | 1 | 1 |
| 6645 | 37 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 31 | 6 | 3 | 3 | 2626.000 | 1736 | 0.786 | 4714 | 93 | 0.788 | 0.661 | 0 | 0 |
| 6646 | 48 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.300 | 812 | 0.667 | 3868 | 80 | 0.702 | 0.565 | 0 | 0 |
| 6647 | 46 | F | 4 | Graduate | Single | abc | Blue | 42 | 4 | 0 | 3 | 13376.000 | 1633 | 0.980 | 4515 | 63 | 1.172 | 0.122 | 0 | 0 |
| 6648 | 55 | M | 3 | Graduate | Single | $120K + | Blue | 42 | 3 | 3 | 2 | 31636.000 | 2517 | 0.718 | 4231 | 68 | 1.061 | 0.080 | 0 | 0 |
| 6649 | 36 | M | 1 | NaN | Married | Less than $40K | Blue | 26 | 5 | 2 | 2 | 3453.000 | 2517 | 0.585 | 4386 | 68 | 0.789 | 0.729 | 0 | 0 |
| 6650 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 4 | 2 | 3 | 3889.000 | 2517 | 0.405 | 1718 | 37 | 0.276 | 0.647 | 1 | 1 |
| 6651 | 47 | F | 4 | Post-Graduate | NaN | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2216.000 | 1800 | 0.751 | 4711 | 83 | 0.694 | 0.812 | 0 | 0 |
| 6652 | 46 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 38 | 4 | 5 | 2 | 11434.000 | 0 | 0.840 | 4520 | 83 | 0.844 | 0.000 | 0 | 0 |
| 6653 | 43 | F | 5 | Graduate | Married | abc | Blue | 34 | 5 | 1 | 3 | 3146.000 | 808 | 0.711 | 4149 | 66 | 0.784 | 0.257 | 0 | 0 |
| 6654 | 46 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 3 | 2790.000 | 2185 | 0.671 | 3392 | 86 | 0.755 | 0.783 | 0 | 0 |
| 6655 | 57 | F | 4 | High School | Single | abc | Blue | 36 | 3 | 6 | 3 | 4396.000 | 834 | 0.660 | 4826 | 88 | 0.913 | 0.190 | 0 | 0 |
| 6656 | 62 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 50 | 5 | 2 | 2 | 14314.000 | 656 | 0.822 | 4355 | 70 | 0.667 | 0.046 | 0 | 0 |
| 6657 | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 30 | 4 | 3 | 2 | 1889.000 | 0 | 0.874 | 2479 | 46 | 0.533 | 0.000 | 1 | 1 |
| 6658 | 39 | F | 1 | High School | Single | Less than $40K | Blue | 31 | 5 | 2 | 1 | 1862.000 | 726 | 0.630 | 5105 | 79 | 1.026 | 0.390 | 0 | 0 |
| 6659 | 53 | M | 0 | High School | Married | $40K - $60K | Blue | 39 | 5 | 2 | 2 | 2875.000 | 1671 | 0.923 | 4399 | 88 | 0.692 | 0.581 | 0 | 0 |
| 6660 | 49 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1763.000 | 0 | 0.896 | 2813 | 43 | 0.536 | 0.000 | 1 | 1 |
| 6661 | 46 | F | 5 | Graduate | Married | $40K - $60K | Blue | 33 | 3 | 1 | 1 | 1438.300 | 883 | 0.708 | 4474 | 63 | 0.853 | 0.614 | 0 | 0 |
| 6662 | 39 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 35 | 5 | 1 | 1 | 2623.000 | 2121 | 0.722 | 4078 | 70 | 0.795 | 0.809 | 0 | 0 |
| 6663 | 58 | F | 2 | High School | Married | Less than $40K | Blue | 53 | 3 | 0 | 2 | 1944.000 | 0 | 0.613 | 2412 | 40 | 0.481 | 0.000 | 1 | 1 |
| 6664 | 43 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 6 | 4 | 3 | 1438.300 | 0 | 0.747 | 2116 | 38 | 0.583 | 0.000 | 1 | 1 |
| 6665 | 39 | F | 1 | Graduate | Single | abc | Blue | 34 | 3 | 1 | 1 | 2884.000 | 2517 | 0.693 | 4809 | 87 | 0.740 | 0.873 | 0 | 0 |
| 6666 | 44 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2936.000 | 1297 | 0.556 | 4509 | 70 | 0.795 | 0.442 | 0 | 0 |
| 6667 | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 23 | 5 | 3 | 2 | 5791.000 | 2517 | 0.690 | 2516 | 64 | 0.641 | 0.435 | 1 | 1 |
| 6668 | 65 | M | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 0 | 1 | 1438.300 | 682 | 0.713 | 4427 | 63 | 1.172 | 0.474 | 0 | 0 |
| 6669 | 55 | F | 4 | Doctorate | Single | Less than $40K | Blue | 44 | 3 | 1 | 1 | 1912.000 | 0 | 0.783 | 4666 | 98 | 0.719 | 0.000 | 0 | 0 |
| 6670 | 31 | F | 2 | NaN | Single | abc | Blue | 25 | 5 | 3 | 1 | 3288.000 | 2495 | 0.805 | 4370 | 83 | 0.886 | 0.759 | 0 | 0 |
| 6671 | 48 | F | 2 | NaN | Married | abc | Blue | 38 | 6 | 2 | 3 | 4382.000 | 0 | 0.714 | 2446 | 34 | 0.417 | 0.000 | 1 | 1 |
| 6672 | 46 | F | 3 | Graduate | Married | abc | Blue | 40 | 5 | 1 | 3 | 3595.000 | 1087 | 0.528 | 4534 | 71 | 0.919 | 0.302 | 0 | 0 |
| 6673 | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 26 | 4 | 2 | 2 | 3159.000 | 0 | 0.916 | 2925 | 46 | 0.353 | 0.000 | 1 | 1 |
| 6674 | 36 | F | 3 | Uneducated | NaN | abc | Blue | 28 | 5 | 3 | 2 | 5393.000 | 2509 | 0.679 | 4769 | 102 | 0.729 | 0.465 | 0 | 0 |
| 6675 | 37 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 28 | 3 | 2 | 3 | 12222.000 | 0 | 0.861 | 4215 | 63 | 0.537 | 0.000 | 0 | 0 |
| 6676 | 43 | M | 5 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.300 | 0 | 0.644 | 4459 | 65 | 0.477 | 0.000 | 0 | 0 |
| 6677 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 2 | 2 | 3429.000 | 0 | 0.637 | 4591 | 85 | 0.771 | 0.000 | 0 | 0 |
| 6678 | 39 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 2 | 1 | 12618.000 | 1585 | 0.586 | 4768 | 82 | 0.864 | 0.126 | 0 | 0 |
| 6679 | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 40 | 5 | 2 | 2 | 6049.000 | 796 | 0.821 | 4468 | 71 | 0.511 | 0.132 | 0 | 0 |
| 6680 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 23 | 4 | 3 | 3 | 2533.000 | 0 | 0.998 | 5128 | 74 | 0.947 | 0.000 | 0 | 0 |
| 6681 | 52 | F | 1 | Graduate | Single | abc | Blue | 35 | 4 | 4 | 2 | 2411.000 | 1379 | 0.869 | 4812 | 79 | 0.717 | 0.572 | 0 | 0 |
| 6682 | 41 | M | 4 | College | Divorced | $60K - $80K | Blue | 35 | 5 | 3 | 2 | 2001.000 | 0 | 0.791 | 4455 | 82 | 0.640 | 0.000 | 0 | 0 |
| 6683 | 46 | F | 2 | Graduate | Single | abc | Blue | 36 | 4 | 6 | 2 | 2042.000 | 1359 | 0.796 | 4917 | 73 | 0.973 | 0.666 | 0 | 0 |
| 6684 | 57 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 41 | 3 | 3 | 2 | 2527.000 | 1030 | 0.714 | 2767 | 43 | 0.387 | 0.408 | 1 | 1 |
| 6685 | 49 | M | 1 | NaN | Married | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1438.300 | 0 | 0.681 | 4109 | 71 | 0.919 | 0.000 | 0 | 0 |
| 6686 | 46 | F | 4 | Post-Graduate | Married | abc | Blue | 38 | 6 | 3 | 2 | 13816.000 | 955 | 0.699 | 4238 | 73 | 0.659 | 0.069 | 0 | 0 |
| 6687 | 38 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 33 | 4 | 2 | 1 | 2256.000 | 0 | 0.713 | 4587 | 92 | 0.878 | 0.000 | 0 | 0 |
| 6688 | 49 | F | 5 | High School | Married | abc | Silver | 36 | 6 | 2 | 2 | 34516.000 | 2019 | 0.614 | 3820 | 72 | 0.532 | 0.058 | 0 | 0 |
| 6689 | 55 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 6 | 1 | 0 | 6400.000 | 1979 | 0.696 | 4475 | 91 | 0.685 | 0.309 | 0 | 0 |
| 6690 | 52 | F | 4 | Graduate | Married | abc | Blue | 42 | 5 | 3 | 2 | 1816.000 | 0 | 0.664 | 4957 | 78 | 0.773 | 0.000 | 0 | 0 |
| 6691 | 42 | F | 2 | Doctorate | Single | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 3347.000 | 2240 | 0.898 | 5533 | 85 | 0.735 | 0.669 | 0 | 0 |
| 6692 | 52 | F | 1 | High School | Single | Less than $40K | Blue | 43 | 6 | 2 | 2 | 2705.000 | 1581 | 0.851 | 5532 | 81 | 0.841 | 0.584 | 0 | 0 |
| 6693 | 53 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 1 | 2 | 2043.000 | 1590 | 0.618 | 4940 | 68 | 0.619 | 0.778 | 0 | 0 |
| 6694 | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 1912.000 | 1281 | 0.693 | 5046 | 79 | 0.717 | 0.670 | 0 | 0 |
| 6695 | 50 | F | 3 | Post-Graduate | Divorced | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 3028.000 | 1339 | 0.843 | 4144 | 64 | 0.684 | 0.442 | 0 | 0 |
| 6696 | 42 | F | 5 | High School | Married | Less than $40K | Blue | 35 | 5 | 4 | 3 | 1514.000 | 745 | 0.694 | 4004 | 69 | 0.683 | 0.492 | 0 | 0 |
| 6697 | 48 | F | 2 | NaN | Single | Less than $40K | Blue | 43 | 6 | 3 | 3 | 1438.300 | 0 | 0.816 | 4059 | 89 | 0.816 | 0.000 | 0 | 0 |
| 6698 | 52 | F | 1 | Uneducated | Married | Less than $40K | Blue | 42 | 5 | 3 | 3 | 3103.000 | 2517 | 0.881 | 4641 | 80 | 1.000 | 0.811 | 0 | 0 |
| 6699 | 57 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 47 | 5 | 1 | 2 | 2504.000 | 1915 | 0.897 | 4847 | 86 | 0.654 | 0.765 | 0 | 0 |
| 6700 | 56 | F | 1 | High School | Married | abc | Blue | 42 | 5 | 2 | 3 | 3674.000 | 2517 | 0.854 | 2608 | 45 | 0.731 | 0.685 | 1 | 1 |
| 6701 | 48 | M | 1 | Graduate | Married | $80K - $120K | Blue | 44 | 6 | 1 | 3 | 2916.000 | 0 | 0.792 | 4336 | 72 | 0.714 | 0.000 | 0 | 0 |
| 6702 | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 45 | 5 | 2 | 3 | 1633.000 | 0 | 0.725 | 4436 | 75 | 0.667 | 0.000 | 0 | 0 |
| 6703 | 56 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 49 | 5 | 3 | 2 | 5466.000 | 0 | 0.587 | 4435 | 79 | 0.881 | 0.000 | 0 | 0 |
| 6704 | 43 | F | 2 | High School | Married | $40K - $60K | Blue | 34 | 3 | 1 | 3 | 2032.000 | 1008 | 0.879 | 4736 | 86 | 0.830 | 0.496 | 0 | 0 |
| 6705 | 62 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 1 | 3 | 3933.000 | 0 | 0.884 | 3048 | 54 | 0.688 | 0.000 | 0 | 1 |
| 6706 | 51 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 45 | 5 | 2 | 2 | 21328.000 | 0 | 0.783 | 3825 | 76 | 0.949 | 0.000 | 0 | 0 |
| 6707 | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3562.000 | 2107 | 0.394 | 4490 | 90 | 0.667 | 0.592 | 0 | 0 |
| 6708 | 39 | F | 2 | High School | Single | abc | Blue | 34 | 3 | 3 | 1 | 2069.000 | 550 | 0.783 | 2716 | 43 | 0.433 | 0.266 | 1 | 1 |
| 6709 | 45 | M | 3 | Graduate | Single | $120K + | Blue | 31 | 5 | 2 | 2 | 3534.000 | 0 | 0.536 | 3973 | 66 | 0.784 | 0.000 | 0 | 0 |
| 6710 | 56 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 46 | 5 | 3 | 3 | 2402.000 | 1892 | 0.645 | 4610 | 76 | 0.810 | 0.788 | 0 | 0 |
| 6711 | 57 | F | 2 | Uneducated | Married | abc | Blue | 47 | 3 | 2 | 2 | 3136.000 | 2138 | 0.699 | 4930 | 80 | 0.739 | 0.682 | 0 | 0 |
| 6712 | 60 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 52 | 4 | 2 | 3 | 2802.000 | 2517 | 0.664 | 4392 | 81 | 0.723 | 0.898 | 0 | 0 |
| 6713 | 50 | F | 4 | Uneducated | Married | abc | Blue | 40 | 4 | 1 | 3 | 2315.000 | 1336 | 0.771 | 4143 | 65 | 0.667 | 0.577 | 0 | 0 |
| 6714 | 44 | F | 3 | College | NaN | abc | Blue | 35 | 5 | 2 | 2 | 11238.000 | 2336 | 0.911 | 5302 | 70 | 0.892 | 0.208 | 0 | 0 |
| 6715 | 49 | M | 0 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 3 | 3 | 1460.000 | 0 | 0.738 | 2329 | 36 | 0.500 | 0.000 | 1 | 1 |
| 6716 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 3 | 1 | 2 | 2602.000 | 1612 | 0.906 | 5532 | 85 | 0.735 | 0.620 | 0 | 0 |
| 6717 | 36 | M | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 4225.000 | 2517 | 0.662 | 2659 | 43 | 0.387 | 0.596 | 1 | 1 |
| 6718 | 57 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 48 | 4 | 2 | 1 | 2576.000 | 1678 | 0.771 | 3913 | 86 | 0.720 | 0.651 | 0 | 0 |
| 6719 | 35 | F | 4 | Graduate | Married | abc | Blue | 36 | 4 | 3 | 3 | 1931.000 | 0 | 0.695 | 2569 | 46 | 0.394 | 0.000 | 1 | 1 |
| 6720 | 46 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 40 | 3 | 4 | 2 | 2344.000 | 0 | 0.412 | 2098 | 31 | 0.409 | 0.000 | 1 | 1 |
| 6721 | 29 | F | 1 | NaN | NaN | abc | Blue | 36 | 6 | 3 | 2 | 7270.000 | 1835 | 0.860 | 3759 | 69 | 0.917 | 0.252 | 0 | 0 |
| 6722 | 40 | F | 2 | High School | Single | Less than $40K | Blue | 34 | 4 | 2 | 2 | 2395.000 | 1437 | 0.787 | 4481 | 82 | 0.822 | 0.600 | 0 | 0 |
| 6723 | 50 | F | 4 | Uneducated | Single | Less than $40K | Blue | 43 | 4 | 3 | 2 | 2835.000 | 2292 | 0.732 | 4686 | 79 | 0.756 | 0.808 | 0 | 0 |
| 6724 | 62 | F | 0 | NaN | Single | $40K - $60K | Blue | 49 | 4 | 1 | 1 | 1540.000 | 796 | 0.805 | 3714 | 56 | 0.697 | 0.517 | 0 | 0 |
| 6725 | 49 | F | 2 | Uneducated | Married | abc | Blue | 34 | 6 | 1 | 3 | 3017.000 | 0 | 0.702 | 4389 | 72 | 0.636 | 0.000 | 0 | 0 |
| 6726 | 50 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.851 | 4765 | 71 | 1.088 | 0.000 | 0 | 0 |
| 6727 | 49 | F | 1 | Doctorate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 1438.300 | 0 | 0.718 | 4052 | 65 | 0.757 | 0.000 | 0 | 0 |
| 6728 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 4 | 3 | 2 | 1584.000 | 1311 | 0.867 | 4203 | 73 | 0.780 | 0.828 | 0 | 0 |
| 6729 | 47 | M | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 6 | 1 | 3 | 2676.000 | 2157 | 0.901 | 4640 | 69 | 0.605 | 0.806 | 0 | 0 |
| 6730 | 56 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 50 | 5 | 2 | 2 | 5084.000 | 1683 | 0.923 | 4060 | 55 | 0.774 | 0.331 | 0 | 0 |
| 6731 | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 3 | 3 | 1764.000 | 0 | 0.552 | 2105 | 57 | 0.839 | 0.000 | 1 | 1 |
| 6732 | 63 | M | 0 | NaN | NaN | $60K - $80K | Blue | 46 | 6 | 2 | 2 | 23925.000 | 1494 | 0.704 | 3677 | 55 | 0.719 | 0.062 | 0 | 0 |
| 6733 | 51 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 3 | 3 | 2886.000 | 2517 | 0.841 | 4884 | 89 | 0.618 | 0.872 | 0 | 0 |
| 6734 | 43 | F | 3 | High School | NaN | abc | Blue | 28 | 6 | 2 | 3 | 6720.000 | 2143 | 0.814 | 5049 | 85 | 0.735 | 0.319 | 0 | 0 |
| 6735 | 49 | F | 4 | High School | Single | Less than $40K | Gold | 34 | 4 | 3 | 2 | 15569.000 | 1554 | 0.436 | 4566 | 73 | 0.780 | 0.100 | 0 | 0 |
| 6736 | 51 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 1565.000 | 944 | 0.872 | 4798 | 73 | 1.147 | 0.603 | 0 | 0 |
| 6737 | 44 | M | 5 | High School | Single | $60K - $80K | Blue | 35 | 3 | 2 | 2 | 5947.000 | 995 | 0.724 | 4984 | 90 | 0.765 | 0.167 | 0 | 0 |
| 6738 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 37 | 6 | 3 | 3 | 18821.000 | 774 | 0.586 | 4402 | 75 | 0.562 | 0.041 | 0 | 0 |
| 6739 | 56 | F | 3 | Graduate | Married | $40K - $60K | Blue | 44 | 6 | 3 | 4 | 1544.000 | 0 | 0.315 | 1902 | 35 | 0.400 | 0.000 | 1 | 1 |
| 6740 | 41 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1755.000 | 0 | 0.770 | 4786 | 73 | 0.553 | 0.000 | 0 | 0 |
| 6741 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 666 | 0.675 | 4759 | 90 | 0.667 | 0.463 | 0 | 0 |
| 6742 | 53 | F | 2 | College | Single | Less than $40K | Blue | 46 | 3 | 5 | 2 | 2153.000 | 0 | 0.766 | 4628 | 69 | 0.971 | 0.000 | 0 | 0 |
| 6743 | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1684.000 | 0 | 0.557 | 2275 | 45 | 0.607 | 0.000 | 1 | 1 |
| 6744 | 45 | M | 3 | NaN | Single | $40K - $60K | Blue | 40 | 3 | 4 | 3 | 5662.000 | 1952 | 0.519 | 4014 | 61 | 0.525 | 0.345 | 0 | 0 |
| 6745 | 46 | F | 5 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 5 | 2 | 2799.000 | 2412 | 0.877 | 4634 | 91 | 0.750 | 0.862 | 0 | 0 |
| 6746 | 58 | M | 3 | NaN | Married | $120K + | Blue | 52 | 4 | 5 | 3 | 12398.000 | 0 | 0.785 | 4228 | 93 | 0.788 | 0.000 | 0 | 0 |
| 6747 | 41 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 27 | 4 | 1 | 3 | 4461.000 | 900 | 0.587 | 4204 | 77 | 0.791 | 0.202 | 0 | 0 |
| 6748 | 49 | F | 1 | Post-Graduate | Divorced | $40K - $60K | Blue | 44 | 6 | 5 | 2 | 2597.000 | 1871 | 0.899 | 3637 | 69 | 0.725 | 0.720 | 0 | 0 |
| 6749 | 54 | F | 3 | Uneducated | Single | abc | Blue | 49 | 6 | 4 | 3 | 9733.000 | 863 | 0.892 | 5228 | 71 | 0.543 | 0.089 | 0 | 0 |
| 6750 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 4 | 3 | 1 | 2261.000 | 1127 | 0.814 | 4456 | 68 | 0.789 | 0.498 | 0 | 0 |
| 6751 | 47 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2822.000 | 0 | 0.681 | 5064 | 74 | 0.850 | 0.000 | 0 | 0 |
| 6752 | 40 | F | 3 | High School | NaN | Less than $40K | Blue | 30 | 5 | 2 | 2 | 8793.000 | 918 | 0.471 | 5342 | 64 | 0.684 | 0.104 | 0 | 0 |
| 6753 | 53 | F | 0 | Graduate | Married | abc | Blue | 36 | 5 | 4 | 3 | 5843.000 | 1162 | 0.765 | 4405 | 67 | 0.811 | 0.199 | 0 | 0 |
| 6754 | 46 | F | 4 | High School | Single | Less than $40K | Blue | 34 | 5 | 5 | 2 | 3322.000 | 2517 | 0.789 | 3913 | 86 | 0.911 | 0.758 | 0 | 0 |
| 6755 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 48 | 5 | 3 | 3 | 2036.000 | 1716 | 0.690 | 4161 | 75 | 0.744 | 0.843 | 0 | 0 |
| 6756 | 28 | F | 0 | NaN | Single | Less than $40K | Blue | 13 | 3 | 2 | 2 | 2387.000 | 0 | 0.639 | 4513 | 66 | 0.650 | 0.000 | 0 | 0 |
| 6757 | 43 | F | 4 | College | NaN | Less than $40K | Blue | 33 | 5 | 4 | 3 | 1884.000 | 1216 | 0.945 | 4591 | 85 | 0.735 | 0.645 | 0 | 0 |
| 6758 | 51 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3747.000 | 2268 | 0.709 | 4609 | 87 | 0.740 | 0.605 | 0 | 0 |
| 6759 | 58 | F | 1 | Uneducated | Married | Less than $40K | Blue | 51 | 5 | 4 | 2 | 2220.000 | 1240 | 0.906 | 4396 | 78 | 0.950 | 0.559 | 0 | 0 |
| 6760 | 50 | F | 2 | College | Married | $40K - $60K | Blue | 36 | 5 | 4 | 1 | 2428.000 | 2005 | 0.835 | 5170 | 68 | 0.659 | 0.826 | 0 | 0 |
| 6761 | 42 | F | 3 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.580 | 2191 | 51 | 0.457 | 0.000 | 1 | 1 |
| 6762 | 45 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 35 | 3 | 5 | 2 | 1850.000 | 621 | 0.682 | 4234 | 74 | 0.682 | 0.336 | 0 | 0 |
| 6763 | 48 | F | 2 | Graduate | Married | $40K - $60K | Silver | 41 | 6 | 3 | 1 | 16002.000 | 2076 | 0.293 | 3667 | 52 | 1.167 | 0.130 | 0 | 1 |
| 6764 | 54 | F | 2 | NaN | NaN | Less than $40K | Blue | 39 | 4 | 3 | 3 | 1438.300 | 0 | 0.720 | 2145 | 41 | 0.519 | 0.000 | 1 | 1 |
| 6765 | 47 | F | 1 | High School | NaN | Less than $40K | Blue | 36 | 6 | 5 | 1 | 5222.000 | 2517 | 0.569 | 4433 | 81 | 0.588 | 0.482 | 0 | 0 |
| 6766 | 39 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 4 | 5 | 2 | 1438.300 | 859 | 0.808 | 4409 | 72 | 0.674 | 0.597 | 0 | 0 |
| 6767 | 62 | F | 0 | NaN | Single | Less than $40K | Blue | 56 | 6 | 3 | 3 | 2582.000 | 1528 | 0.771 | 4041 | 67 | 0.457 | 0.592 | 0 | 0 |
| 6768 | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 34 | 4 | 5 | 2 | 1533.000 | 728 | 0.906 | 4659 | 83 | 0.766 | 0.475 | 0 | 0 |
| 6769 | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 4 | 1 | 1438.300 | 0 | 0.796 | 3778 | 72 | 1.118 | 0.000 | 0 | 0 |
| 6770 | 52 | M | 1 | NaN | Divorced | $80K - $120K | Blue | 42 | 4 | 4 | 2 | 5763.000 | 0 | 0.615 | 2310 | 48 | 0.714 | 0.000 | 1 | 1 |
| 6771 | 46 | F | 3 | Uneducated | Single | abc | Blue | 42 | 6 | 4 | 2 | 1910.000 | 1431 | 0.851 | 5253 | 82 | 0.745 | 0.749 | 0 | 0 |
| 6772 | 51 | F | 0 | NaN | Married | Less than $40K | Blue | 37 | 4 | 3 | 2 | 1515.000 | 996 | 0.558 | 4324 | 89 | 0.854 | 0.657 | 0 | 0 |
| 6773 | 52 | M | 2 | Graduate | Single | $40K - $60K | Blue | 44 | 3 | 4 | 2 | 1538.000 | 666 | 0.642 | 4808 | 64 | 0.684 | 0.433 | 0 | 0 |
| 6774 | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 40 | 6 | 5 | 3 | 1572.000 | 874 | 0.947 | 4996 | 80 | 0.739 | 0.556 | 0 | 0 |
| 6775 | 41 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 5 | 1 | 1438.300 | 1055 | 0.809 | 4532 | 78 | 0.472 | 0.734 | 0 | 0 |
| 6776 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 46 | 6 | 5 | 3 | 2814.000 | 2162 | 0.588 | 4271 | 88 | 0.833 | 0.768 | 0 | 0 |
| 6777 | 41 | F | 5 | Post-Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1495.000 | 0 | 0.686 | 2622 | 70 | 0.628 | 0.000 | 1 | 1 |
| 6778 | 37 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 1959.000 | 662 | 0.888 | 3046 | 52 | 0.793 | 0.338 | 1 | 1 |
| 6779 | 60 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 53 | 5 | 5 | 3 | 2903.000 | 1251 | 0.879 | 4555 | 76 | 0.727 | 0.431 | 0 | 0 |
| 6780 | 47 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 6 | 5 | 2 | 4543.000 | 1028 | 0.799 | 4093 | 77 | 0.571 | 0.226 | 0 | 0 |
| 6781 | 42 | F | 1 | College | Married | abc | Blue | 33 | 4 | 4 | 3 | 3119.000 | 1328 | 0.967 | 4659 | 82 | 0.673 | 0.426 | 0 | 0 |
| 6782 | 42 | M | 1 | Uneducated | NaN | $80K - $120K | Blue | 29 | 4 | 3 | 3 | 17506.000 | 1979 | 0.447 | 4199 | 73 | 0.659 | 0.113 | 0 | 0 |
| 6783 | 50 | F | 2 | NaN | Married | Less than $40K | Blue | 43 | 3 | 3 | 2 | 1438.300 | 910 | 0.660 | 2370 | 44 | 0.467 | 0.633 | 1 | 1 |
| 6784 | 49 | F | 2 | Uneducated | Married | abc | Blue | 41 | 3 | 5 | 2 | 3128.000 | 749 | 0.598 | 4369 | 59 | 0.735 | 0.239 | 0 | 0 |
| 6785 | 36 | F | 2 | High School | Single | abc | Blue | 26 | 3 | 2 | 2 | 5956.000 | 2517 | 0.877 | 2828 | 46 | 0.484 | 0.423 | 1 | 1 |
| 6786 | 43 | M | 4 | NaN | NaN | Less than $40K | Blue | 35 | 3 | 3 | 2 | 4177.000 | 2094 | 0.466 | 3553 | 66 | 0.650 | 0.501 | 0 | 0 |
| 6787 | 57 | M | 2 | NaN | Single | $80K - $120K | Blue | 48 | 6 | 4 | 3 | 13457.000 | 1044 | 0.722 | 3303 | 66 | 0.737 | 0.078 | 0 | 0 |
| 6788 | 45 | M | 4 | College | Divorced | $80K - $120K | Blue | 37 | 6 | 5 | 1 | 1535.000 | 0 | 0.770 | 5168 | 76 | 0.810 | 0.000 | 0 | 0 |
| 6789 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3203.000 | 2366 | 0.665 | 4282 | 82 | 0.783 | 0.739 | 0 | 0 |
| 6790 | 39 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2092.000 | 0 | 0.422 | 2015 | 33 | 0.269 | 0.000 | 1 | 1 |
| 6791 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 5 | 3 | 2420.000 | 1223 | 0.718 | 4954 | 82 | 0.783 | 0.505 | 0 | 0 |
| 6792 | 43 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2313.000 | 1325 | 0.723 | 5006 | 76 | 0.810 | 0.573 | 0 | 0 |
| 6793 | 56 | M | 2 | Graduate | Married | $40K - $60K | Blue | 49 | 3 | 5 | 3 | 3059.000 | 2387 | 0.808 | 4774 | 81 | 0.761 | 0.780 | 0 | 0 |
| 6794 | 41 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 4 | 1 | 2235.000 | 1688 | 0.631 | 4633 | 79 | 0.795 | 0.755 | 0 | 0 |
| 6795 | 49 | F | 1 | NaN | Married | Less than $40K | Blue | 37 | 5 | 5 | 2 | 3208.000 | 0 | 0.923 | 4531 | 86 | 0.830 | 0.000 | 0 | 0 |
| 6796 | 43 | M | 2 | Graduate | NaN | $60K - $80K | Blue | 25 | 5 | 3 | 1 | 7534.000 | 0 | 0.587 | 4685 | 79 | 0.975 | 0.000 | 0 | 0 |
| 6797 | 39 | F | 1 | Graduate | NaN | Less than $40K | Blue | 25 | 4 | 2 | 3 | 2006.000 | 1197 | 0.877 | 4139 | 69 | 0.769 | 0.597 | 0 | 0 |
| 6798 | 46 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 32 | 5 | 3 | 3 | 1438.300 | 738 | 0.709 | 4368 | 87 | 0.740 | 0.513 | 0 | 0 |
| 6799 | 49 | M | 3 | NaN | Married | $80K - $120K | Blue | 42 | 3 | 3 | 1 | 14044.000 | 0 | 0.715 | 4889 | 89 | 0.854 | 0.000 | 0 | 0 |
| 6800 | 44 | M | 4 | College | Single | $60K - $80K | Blue | 38 | 6 | 3 | 3 | 5005.000 | 969 | 0.727 | 5066 | 71 | 0.821 | 0.194 | 0 | 0 |
| 6801 | 43 | F | 2 | Uneducated | Single | Less than $40K | Blue | 32 | 4 | 3 | 6 | 1628.000 | 275 | 0.690 | 2219 | 49 | 0.531 | 0.169 | 1 | 1 |
| 6802 | 56 | F | 0 | NaN | Single | Less than $40K | Blue | 36 | 5 | 4 | 2 | 3033.000 | 0 | 0.890 | 4921 | 90 | 0.698 | 0.000 | 0 | 0 |
| 6803 | 56 | F | 1 | Graduate | NaN | $40K - $60K | Blue | 36 | 5 | 4 | 1 | 5204.000 | 0 | 1.008 | 5285 | 82 | 0.864 | 0.000 | 0 | 0 |
| 6804 | 57 | F | 1 | High School | Single | Less than $40K | Blue | 41 | 4 | 4 | 3 | 2442.000 | 1699 | 0.639 | 4313 | 75 | 0.562 | 0.696 | 0 | 0 |
| 6805 | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 2429.000 | 1250 | 0.983 | 4761 | 99 | 0.707 | 0.515 | 0 | 0 |
| 6806 | 60 | F | 0 | High School | Single | $40K - $60K | Blue | 56 | 3 | 5 | 2 | 2213.000 | 829 | 0.639 | 4210 | 84 | 0.714 | 0.375 | 0 | 0 |
| 6807 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 32 | 6 | 3 | 1 | 2624.000 | 1117 | 0.826 | 3929 | 67 | 0.595 | 0.426 | 0 | 0 |
| 6808 | 37 | F | 1 | College | Single | $40K - $60K | Blue | 32 | 4 | 2 | 3 | 1976.000 | 0 | 0.812 | 4424 | 73 | 0.659 | 0.000 | 0 | 0 |
| 6809 | 46 | F | 3 | Graduate | Single | $40K - $60K | Blue | 41 | 4 | 5 | 3 | 3492.000 | 1546 | 1.135 | 3043 | 53 | 1.038 | 0.443 | 0 | 0 |
| 6810 | 50 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3546.000 | 0 | 0.791 | 2616 | 47 | 0.469 | 0.000 | 1 | 1 |
| 6811 | 38 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2989.000 | 2387 | 0.437 | 2143 | 67 | 0.558 | 0.799 | 1 | 1 |
| 6812 | 44 | F | 4 | Graduate | Married | $40K - $60K | Blue | 29 | 3 | 1 | 2 | 1438.300 | 0 | 0.742 | 3971 | 60 | 0.667 | 0.000 | 0 | 0 |
| 6813 | 52 | F | 4 | Uneducated | Divorced | abc | Blue | 48 | 5 | 5 | 2 | 1438.300 | 771 | 0.652 | 5053 | 74 | 0.947 | 0.536 | 0 | 0 |
| 6814 | 37 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 6 | 4 | 2 | 1438.300 | 636 | 0.838 | 4824 | 83 | 0.766 | 0.442 | 0 | 0 |
| 6815 | 45 | F | 1 | NaN | Married | Less than $40K | Blue | 33 | 6 | 3 | 2 | 1438.300 | 1201 | 0.749 | 4851 | 86 | 0.720 | 0.835 | 0 | 0 |
| 6816 | 40 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 4 | 2 | 1 | 2383.000 | 1828 | 0.814 | 4759 | 75 | 0.744 | 0.767 | 0 | 0 |
| 6817 | 51 | M | 2 | Graduate | Married | $80K - $120K | Blue | 34 | 5 | 4 | 1 | 13587.000 | 2374 | 0.789 | 4995 | 88 | 0.692 | 0.175 | 0 | 0 |
| 6818 | 57 | F | 3 | Graduate | Single | Less than $40K | Blue | 52 | 5 | 5 | 0 | 3085.000 | 0 | 0.719 | 3946 | 73 | 0.825 | 0.000 | 0 | 0 |
| 6819 | 40 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 4 | 3 | 2 | 32431.000 | 850 | 0.926 | 4400 | 71 | 1.088 | 0.026 | 0 | 0 |
| 6820 | 61 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2207.000 | 2020 | 0.693 | 4348 | 84 | 0.647 | 0.915 | 0 | 0 |
| 6821 | 57 | F | 3 | High School | NaN | Less than $40K | Blue | 39 | 6 | 4 | 2 | 2781.000 | 992 | 0.701 | 4577 | 81 | 0.929 | 0.357 | 0 | 0 |
| 6822 | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 6921.000 | 0 | 0.824 | 2729 | 44 | 0.467 | 0.000 | 1 | 1 |
| 6823 | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 5 | 2 | 7596.000 | 1156 | 0.611 | 4338 | 73 | 0.738 | 0.152 | 0 | 0 |
| 6824 | 42 | F | 3 | Uneducated | Married | abc | Blue | 24 | 5 | 1 | 3 | 4568.000 | 2025 | 0.849 | 4869 | 85 | 0.848 | 0.443 | 0 | 0 |
| 6825 | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 24 | 6 | 1 | 1 | 6475.000 | 1686 | 0.699 | 3837 | 65 | 0.667 | 0.260 | 0 | 0 |
| 6826 | 46 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 35 | 5 | 3 | 3 | 9949.000 | 0 | 0.574 | 2207 | 40 | 0.481 | 0.000 | 1 | 1 |
| 6827 | 42 | F | 3 | College | Married | Less than $40K | Blue | 37 | 5 | 4 | 2 | 2238.000 | 1693 | 0.714 | 5339 | 86 | 0.458 | 0.756 | 0 | 0 |
| 6828 | 41 | F | 2 | College | Married | Less than $40K | Blue | 36 | 5 | 5 | 1 | 1438.300 | 0 | 0.686 | 4565 | 84 | 0.714 | 0.000 | 0 | 0 |
| 6829 | 50 | F | 0 | High School | Single | Less than $40K | Blue | 43 | 6 | 4 | 2 | 2670.000 | 1944 | 0.628 | 4491 | 65 | 0.667 | 0.728 | 0 | 0 |
| 6830 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 28 | 6 | 2 | 1 | 1438.300 | 0 | 0.460 | 4482 | 74 | 0.644 | 0.000 | 0 | 0 |
| 6831 | 43 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 32 | 3 | 3 | 2 | 2142.000 | 1369 | 0.666 | 4424 | 88 | 0.660 | 0.639 | 0 | 0 |
| 6832 | 58 | F | 1 | Uneducated | Single | Less than $40K | Blue | 43 | 4 | 4 | 2 | 3382.000 | 1446 | 0.705 | 4854 | 74 | 0.682 | 0.428 | 0 | 0 |
| 6833 | 52 | F | 2 | Graduate | Single | abc | Blue | 46 | 3 | 3 | 3 | 8961.000 | 1382 | 0.797 | 4408 | 80 | 0.778 | 0.154 | 0 | 0 |
| 6834 | 40 | F | 4 | High School | Married | Less than $40K | Blue | 33 | 4 | 5 | 3 | 1762.000 | 1224 | 0.815 | 4899 | 87 | 0.812 | 0.695 | 0 | 0 |
| 6835 | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 1919.000 | 867 | 0.741 | 4996 | 92 | 0.704 | 0.452 | 0 | 0 |
| 6836 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 53 | 4 | 5 | 1 | 3054.000 | 2517 | 1.061 | 4706 | 84 | 0.647 | 0.824 | 0 | 0 |
| 6837 | 45 | F | 3 | NaN | Single | abc | Blue | 27 | 4 | 1 | 2 | 1877.000 | 0 | 0.752 | 4854 | 80 | 0.818 | 0.000 | 0 | 0 |
| 6838 | 52 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 4 | 4 | 1 | 4223.000 | 2235 | 0.863 | 3669 | 62 | 1.138 | 0.529 | 0 | 0 |
| 6839 | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 4 | 2 | 2 | 1666.000 | 813 | 0.813 | 2622 | 60 | 0.818 | 0.488 | 1 | 1 |
| 6840 | 43 | F | 2 | Graduate | Divorced | Less than $40K | Blue | 33 | 4 | 3 | 2 | 2422.000 | 1237 | 0.925 | 5079 | 80 | 0.818 | 0.511 | 0 | 0 |
| 6841 | 49 | F | 1 | Post-Graduate | Married | abc | Blue | 39 | 6 | 3 | 1 | 4821.000 | 0 | 0.746 | 4680 | 77 | 0.974 | 0.000 | 0 | 0 |
| 6842 | 51 | F | 2 | College | Single | Less than $40K | Blue | 37 | 4 | 4 | 2 | 3264.000 | 2508 | 0.887 | 4966 | 78 | 0.814 | 0.768 | 0 | 0 |
| 6843 | 52 | M | 3 | College | Married | $60K - $80K | Blue | 42 | 5 | 3 | 1 | 4565.000 | 1258 | 0.764 | 4139 | 67 | 0.914 | 0.276 | 0 | 0 |
| 6844 | 45 | F | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 4 | 4 | 0 | 1765.000 | 1694 | 0.760 | 4803 | 72 | 0.532 | 0.960 | 0 | 0 |
| 6845 | 40 | M | 4 | College | Divorced | $80K - $120K | Blue | 31 | 6 | 2 | 3 | 16050.000 | 0 | 0.770 | 3721 | 62 | 0.512 | 0.000 | 0 | 0 |
| 6846 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2188.000 | 1067 | 0.618 | 4537 | 66 | 0.435 | 0.488 | 0 | 0 |
| 6847 | 47 | F | 3 | High School | Single | $40K - $60K | Blue | 41 | 6 | 5 | 3 | 1721.000 | 1355 | 0.926 | 4474 | 58 | 1.320 | 0.787 | 0 | 0 |
| 6848 | 40 | F | 1 | College | Married | $40K - $60K | Blue | 36 | 4 | 2 | 4 | 1737.000 | 1689 | 0.644 | 2459 | 43 | 0.536 | 0.972 | 1 | 1 |
| 6849 | 42 | F | 3 | NaN | Divorced | abc | Blue | 31 | 5 | 3 | 2 | 2369.000 | 1019 | 0.691 | 4317 | 66 | 0.784 | 0.430 | 0 | 0 |
| 6850 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 5 | 3 | 2652.000 | 0 | 0.665 | 4676 | 78 | 0.773 | 0.000 | 0 | 0 |
| 6851 | 52 | F | 2 | College | Married | $40K - $60K | Blue | 40 | 5 | 3 | 1 | 1438.300 | 0 | 0.825 | 4700 | 92 | 0.704 | 0.000 | 0 | 0 |
| 6852 | 63 | M | 1 | Graduate | NaN | Less than $40K | Blue | 52 | 6 | 3 | 3 | 1438.300 | 0 | 0.854 | 3913 | 78 | 0.500 | 0.000 | 0 | 0 |
| 6853 | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 2 | 2 | 1438.300 | 689 | 0.823 | 4921 | 65 | 0.806 | 0.479 | 0 | 0 |
| 6854 | 60 | F | 1 | High School | Single | Less than $40K | Blue | 49 | 5 | 4 | 1 | 2481.000 | 1925 | 0.723 | 5228 | 73 | 0.780 | 0.776 | 0 | 0 |
| 6855 | 36 | F | 1 | High School | Single | abc | Blue | 22 | 6 | 3 | 2 | 9817.000 | 848 | 0.793 | 4636 | 85 | 0.848 | 0.086 | 0 | 0 |
| 6856 | 56 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 5 | 2 | 4255.000 | 0 | 0.948 | 4606 | 79 | 0.795 | 0.000 | 0 | 0 |
| 6857 | 45 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 4 | 3 | 1438.300 | 986 | 0.649 | 5136 | 81 | 0.800 | 0.686 | 0 | 0 |
| 6858 | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 4970.000 | 1591 | 0.738 | 5023 | 78 | 0.733 | 0.320 | 0 | 0 |
| 6859 | 48 | F | 1 | Uneducated | Married | abc | Blue | 38 | 5 | 2 | 2 | 1438.300 | 0 | 0.574 | 2171 | 38 | 0.462 | 0.000 | 1 | 1 |
| 6860 | 49 | F | 4 | Doctorate | Married | abc | Blue | 39 | 4 | 4 | 1 | 2333.000 | 1414 | 0.632 | 5137 | 89 | 0.679 | 0.606 | 0 | 0 |
| 6861 | 50 | M | 2 | Doctorate | Married | $120K + | Silver | 45 | 6 | 3 | 3 | 34516.000 | 0 | 0.771 | 2573 | 55 | 0.719 | 0.000 | 1 | 1 |
| 6862 | 43 | M | 4 | College | Married | $40K - $60K | Blue | 32 | 6 | 3 | 3 | 4373.000 | 0 | 0.623 | 2397 | 46 | 0.484 | 0.000 | 1 | 1 |
| 6863 | 41 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 4 | 5 | 3 | 1561.000 | 1169 | 0.573 | 4391 | 67 | 0.595 | 0.749 | 0 | 0 |
| 6864 | 48 | M | 2 | NaN | Married | $80K - $120K | Blue | 28 | 5 | 2 | 3 | 12073.000 | 0 | 0.541 | 2400 | 52 | 0.793 | 0.000 | 1 | 1 |
| 6865 | 55 | F | 1 | NaN | Single | abc | Blue | 42 | 4 | 5 | 3 | 1438.300 | 0 | 0.740 | 4956 | 72 | 0.714 | 0.000 | 0 | 0 |
| 6866 | 41 | M | 5 | High School | Single | $40K - $60K | Blue | 22 | 6 | 2 | 2 | 1438.300 | 0 | 0.560 | 4439 | 81 | 1.025 | 0.000 | 0 | 0 |
| 6867 | 43 | F | 4 | NaN | Single | Less than $40K | Blue | 33 | 3 | 3 | 1 | 2525.000 | 2217 | 0.763 | 4409 | 69 | 0.568 | 0.878 | 0 | 0 |
| 6868 | 47 | F | 4 | Post-Graduate | Married | abc | Blue | 42 | 4 | 4 | 4 | 6451.000 | 0 | 0.706 | 2400 | 43 | 0.433 | 0.000 | 1 | 1 |
| 6869 | 42 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 36 | 4 | 4 | 3 | 4142.000 | 688 | 0.717 | 4512 | 81 | 0.976 | 0.166 | 0 | 0 |
| 6870 | 54 | M | 2 | College | Single | $120K + | Blue | 36 | 3 | 2 | 3 | 34516.000 | 0 | 0.628 | 2329 | 47 | 0.516 | 0.000 | 1 | 1 |
| 6871 | 43 | F | 3 | Uneducated | Married | Less than $40K | Blue | 32 | 6 | 3 | 3 | 1897.000 | 0 | 0.645 | 2866 | 47 | 0.469 | 0.000 | 1 | 1 |
| 6872 | 52 | F | 4 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 3 | 3 | 3231.000 | 2215 | 0.515 | 4610 | 90 | 0.607 | 0.686 | 0 | 0 |
| 6873 | 40 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 5 | 1 | 1577.000 | 1286 | 0.571 | 3453 | 52 | 1.080 | 0.815 | 0 | 0 |
| 6874 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 27 | 6 | 1 | 3 | 3061.000 | 2517 | 0.809 | 5032 | 89 | 0.618 | 0.822 | 0 | 0 |
| 6875 | 53 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 5 | 3 | 2300.000 | 0 | 0.655 | 4527 | 79 | 0.756 | 0.000 | 0 | 0 |
| 6876 | 56 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 5 | 2 | 2796.000 | 0 | 0.884 | 4536 | 81 | 0.723 | 0.000 | 0 | 0 |
| 6877 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 3 | 5 | 1 | 3024.000 | 1649 | 0.587 | 4463 | 89 | 0.679 | 0.545 | 0 | 0 |
| 6878 | 38 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 5 | 3 | 5293.000 | 1030 | 0.863 | 4377 | 62 | 0.879 | 0.195 | 0 | 0 |
| 6879 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 33 | 4 | 4 | 3 | 1964.000 | 1811 | 0.690 | 4699 | 81 | 0.841 | 0.922 | 0 | 0 |
| 6880 | 36 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 6 | 4 | 0 | 2051.000 | 1154 | 0.605 | 3912 | 79 | 0.717 | 0.563 | 0 | 0 |
| 6881 | 41 | F | 1 | High School | Single | Less than $40K | Blue | 31 | 4 | 2 | 1 | 1998.000 | 0 | 0.717 | 4637 | 68 | 0.889 | 0.000 | 0 | 0 |
| 6882 | 28 | F | 1 | College | Divorced | abc | Blue | 17 | 5 | 3 | 2 | 11881.000 | 1488 | 0.587 | 4865 | 87 | 0.891 | 0.125 | 0 | 0 |
| 6883 | 41 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 2968.000 | 1873 | 1.110 | 5171 | 85 | 0.889 | 0.631 | 0 | 0 |
| 6884 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 23 | 4 | 2 | 3 | 2797.000 | 1943 | 0.899 | 4917 | 66 | 0.784 | 0.695 | 0 | 0 |
| 6885 | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 34 | 6 | 4 | 2 | 13984.000 | 632 | 0.702 | 4727 | 83 | 0.660 | 0.045 | 0 | 0 |
| 6886 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 4 | 1 | 2505.000 | 0 | 0.620 | 4109 | 61 | 0.743 | 0.000 | 0 | 0 |
| 6887 | 40 | F | 4 | College | Married | Less than $40K | Blue | 26 | 3 | 1 | 1 | 2972.000 | 0 | 0.593 | 3840 | 69 | 0.769 | 0.000 | 0 | 0 |
| 6888 | 50 | M | 1 | College | Single | $80K - $120K | Blue | 39 | 4 | 3 | 2 | 5856.000 | 2007 | 0.727 | 4916 | 87 | 0.642 | 0.343 | 0 | 0 |
| 6889 | 44 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 38 | 6 | 4 | 1 | 7182.000 | 1774 | 0.583 | 4294 | 67 | 0.718 | 0.247 | 0 | 0 |
| 6890 | 62 | M | 2 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 3 | 2 | 5844.000 | 2013 | 0.478 | 3546 | 65 | 0.548 | 0.344 | 0 | 0 |
| 6891 | 55 | F | 1 | College | Single | Less than $40K | Blue | 48 | 3 | 5 | 3 | 2114.000 | 546 | 0.619 | 2578 | 42 | 0.750 | 0.258 | 1 | 1 |
| 6892 | 54 | M | 4 | Graduate | Single | $80K - $120K | Blue | 43 | 3 | 4 | 3 | 8208.000 | 1256 | 0.814 | 4824 | 83 | 0.627 | 0.153 | 0 | 0 |
| 6893 | 34 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 20 | 3 | 2 | 6 | 3940.000 | 1384 | 0.908 | 3257 | 53 | 0.767 | 0.351 | 1 | 1 |
| 6894 | 41 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 27 | 5 | 2 | 2 | 5784.000 | 0 | 0.851 | 4173 | 80 | 0.860 | 0.000 | 0 | 0 |
| 6895 | 38 | M | 4 | Graduate | NaN | $60K - $80K | Blue | 22 | 5 | 2 | 3 | 8632.000 | 0 | 0.395 | 2221 | 40 | 0.739 | 0.000 | 1 | 1 |
| 6896 | 57 | F | 2 | Graduate | Single | Less than $40K | Blue | 50 | 6 | 5 | 2 | 1438.300 | 876 | 0.693 | 4815 | 62 | 0.676 | 0.609 | 0 | 0 |
| 6897 | 39 | F | 1 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 3 | 2 | 2255.000 | 1258 | 0.960 | 4309 | 79 | 0.837 | 0.558 | 0 | 0 |
| 6898 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 25 | 5 | 1 | 2 | 9874.000 | 1059 | 0.664 | 4369 | 70 | 0.707 | 0.107 | 0 | 0 |
| 6899 | 64 | M | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 1873.000 | 468 | 1.154 | 4738 | 82 | 0.608 | 0.250 | 0 | 0 |
| 6900 | 54 | M | 3 | High School | Married | $80K - $120K | Blue | 48 | 3 | 4 | 3 | 3288.000 | 2517 | 0.840 | 2717 | 46 | 0.438 | 0.766 | 1 | 1 |
| 6901 | 60 | F | 1 | Graduate | Single | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 3334.000 | 1151 | 0.752 | 4791 | 101 | 0.629 | 0.345 | 0 | 0 |
| 6902 | 46 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 39 | 3 | 1 | 1 | 3299.000 | 870 | 0.630 | 4904 | 75 | 0.829 | 0.264 | 0 | 0 |
| 6903 | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 31 | 3 | 2 | 1 | 2754.000 | 1798 | 0.769 | 3937 | 70 | 0.628 | 0.653 | 0 | 0 |
| 6904 | 47 | F | 2 | Graduate | Married | $40K - $60K | Blue | 28 | 5 | 2 | 2 | 2035.000 | 1620 | 0.838 | 4130 | 74 | 0.721 | 0.796 | 0 | 0 |
| 6905 | 44 | F | 4 | Graduate | Married | abc | Blue | 36 | 6 | 2 | 2 | 3979.000 | 780 | 0.873 | 5024 | 69 | 0.769 | 0.196 | 0 | 0 |
| 6906 | 58 | F | 2 | High School | Married | $40K - $60K | Blue | 53 | 4 | 2 | 3 | 2642.000 | 1249 | 0.682 | 4897 | 81 | 0.723 | 0.473 | 0 | 0 |
| 6907 | 62 | M | 0 | Post-Graduate | Divorced | $60K - $80K | Silver | 46 | 4 | 5 | 6 | 28229.000 | 287 | 0.594 | 2281 | 45 | 0.552 | 0.010 | 1 | 1 |
| 6908 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2973.000 | 2517 | 0.588 | 4862 | 77 | 0.453 | 0.847 | 0 | 0 |
| 6909 | 51 | F | 2 | Uneducated | Married | Less than $40K | Blue | 40 | 4 | 3 | 3 | 1612.000 | 831 | 0.602 | 4924 | 81 | 0.884 | 0.516 | 0 | 0 |
| 6910 | 41 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 12084.000 | 1638 | 0.695 | 4506 | 90 | 0.957 | 0.136 | 0 | 0 |
| 6911 | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 49 | 3 | 2 | 2 | 2930.000 | 2266 | 0.734 | 4752 | 72 | 1.323 | 0.773 | 0 | 0 |
| 6912 | 46 | F | 2 | NaN | Married | $40K - $60K | Blue | 38 | 6 | 3 | 1 | 1963.000 | 1112 | 0.761 | 4821 | 67 | 0.763 | 0.566 | 0 | 0 |
| 6913 | 50 | F | 2 | NaN | Single | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 2762.000 | 0 | 0.684 | 2571 | 44 | 0.419 | 0.000 | 1 | 1 |
| 6914 | 49 | F | 3 | Post-Graduate | Single | Less than $40K | Blue | 35 | 5 | 1 | 2 | 2214.000 | 915 | 0.533 | 2144 | 51 | 0.545 | 0.413 | 1 | 1 |
| 6915 | 39 | F | 1 | High School | Single | Less than $40K | Blue | 33 | 6 | 3 | 2 | 2292.000 | 1839 | 0.675 | 4043 | 72 | 0.674 | 0.802 | 0 | 0 |
| 6916 | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 27 | 6 | 3 | 2 | 2901.000 | 2384 | 0.717 | 3835 | 78 | 0.592 | 0.822 | 0 | 0 |
| 6917 | 48 | F | 3 | College | Single | Less than $40K | Blue | 30 | 4 | 1 | 1 | 2865.000 | 1523 | 0.605 | 4609 | 79 | 0.756 | 0.532 | 0 | 0 |
| 6918 | 31 | F | 0 | Post-Graduate | Single | abc | Blue | 18 | 3 | 2 | 0 | 3934.000 | 1911 | 0.723 | 4143 | 82 | 0.864 | 0.486 | 0 | 0 |
| 6919 | 57 | F | 2 | NaN | Single | $40K - $60K | Blue | 45 | 3 | 4 | 3 | 2428.000 | 932 | 0.768 | 4823 | 62 | 0.824 | 0.384 | 0 | 0 |
| 6920 | 43 | F | 5 | College | Married | $40K - $60K | Blue | 31 | 5 | 1 | 1 | 5302.000 | 1136 | 0.817 | 4883 | 68 | 0.581 | 0.214 | 0 | 0 |
| 6921 | 41 | F | 4 | High School | Married | abc | Blue | 30 | 5 | 2 | 2 | 9139.000 | 1620 | 0.773 | 4675 | 78 | 1.108 | 0.177 | 0 | 0 |
| 6922 | 48 | M | 5 | NaN | Married | $40K - $60K | Blue | 38 | 4 | 4 | 1 | 5219.000 | 1081 | 0.568 | 3481 | 78 | 0.625 | 0.207 | 0 | 0 |
| 6923 | 52 | F | 2 | Graduate | Single | abc | Blue | 43 | 5 | 2 | 3 | 10351.000 | 1356 | 0.828 | 4572 | 76 | 1.054 | 0.131 | 0 | 0 |
| 6924 | 43 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 30 | 3 | 3 | 4 | 6811.000 | 0 | 0.677 | 1937 | 39 | 0.560 | 0.000 | 1 | 1 |
| 6925 | 27 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 13 | 3 | 2 | 2 | 1438.300 | 990 | 0.715 | 3855 | 73 | 1.147 | 0.688 | 0 | 0 |
| 6926 | 39 | M | 1 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 1 | 2 | 2255.000 | 0 | 0.730 | 4412 | 81 | 0.884 | 0.000 | 0 | 0 |
| 6927 | 55 | F | 3 | NaN | Single | Less than $40K | Blue | 45 | 4 | 3 | 4 | 1741.000 | 0 | 0.840 | 2546 | 42 | 0.400 | 0.000 | 1 | 1 |
| 6928 | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 35 | 4 | 3 | 4 | 2189.000 | 382 | 0.884 | 2750 | 51 | 0.594 | 0.175 | 1 | 1 |
| 6929 | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2040.000 | 1084 | 0.672 | 4751 | 80 | 0.818 | 0.531 | 0 | 0 |
| 6930 | 51 | M | 3 | College | Married | $80K - $120K | Blue | 40 | 6 | 3 | 3 | 1844.000 | 1232 | 0.588 | 4182 | 71 | 0.651 | 0.668 | 0 | 0 |
| 6931 | 53 | M | 3 | Graduate | Single | $60K - $80K | Blue | 43 | 5 | 3 | 3 | 8404.000 | 1498 | 0.922 | 4811 | 56 | 0.556 | 0.178 | 0 | 1 |
| 6932 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 1 | 1 | 1438.300 | 0 | 0.647 | 4443 | 86 | 0.830 | 0.000 | 0 | 0 |
| 6933 | 42 | M | 4 | High School | Single | $80K - $120K | Blue | 28 | 3 | 3 | 3 | 1944.000 | 1804 | 0.723 | 4682 | 90 | 0.667 | 0.928 | 0 | 0 |
| 6934 | 38 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 4 | 3 | 1438.300 | 0 | 0.641 | 4707 | 88 | 0.692 | 0.000 | 0 | 0 |
| 6935 | 49 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 4354.000 | 0 | 0.738 | 2750 | 59 | 0.686 | 0.000 | 1 | 1 |
| 6936 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 3 | 4 | 2 | 1857.000 | 1033 | 0.950 | 5149 | 90 | 0.636 | 0.556 | 0 | 0 |
| 6937 | 54 | F | 5 | NaN | Married | Less than $40K | Blue | 36 | 5 | 6 | 1 | 2708.000 | 1616 | 0.669 | 4237 | 87 | 0.706 | 0.597 | 0 | 0 |
| 6938 | 40 | M | 4 | Graduate | Married | $60K - $80K | Blue | 35 | 5 | 4 | 1 | 9974.000 | 2185 | 0.852 | 4680 | 87 | 0.673 | 0.219 | 0 | 0 |
| 6939 | 47 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 3 | 1 | 2 | 2271.000 | 2154 | 1.130 | 4150 | 69 | 0.865 | 0.948 | 0 | 0 |
| 6940 | 45 | M | 2 | Uneducated | NaN | $40K - $60K | Blue | 37 | 6 | 4 | 1 | 2811.000 | 1630 | 0.847 | 4275 | 78 | 0.733 | 0.580 | 0 | 0 |
| 6941 | 47 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 43 | 4 | 3 | 1 | 6519.000 | 1525 | 0.874 | 4495 | 81 | 1.025 | 0.234 | 0 | 0 |
| 6942 | 57 | M | 2 | Uneducated | NaN | $80K - $120K | Blue | 36 | 5 | 3 | 3 | 4316.000 | 0 | 0.363 | 1920 | 53 | 0.472 | 0.000 | 1 | 1 |
| 6943 | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 0 | 0.718 | 3800 | 69 | 0.533 | 0.000 | 0 | 0 |
| 6944 | 34 | F | 2 | Graduate | Married | Less than $40K | Blue | 23 | 6 | 2 | 2 | 3116.000 | 0 | 0.698 | 2768 | 45 | 0.667 | 0.000 | 1 | 1 |
| 6945 | 43 | M | 3 | NaN | Married | $120K + | Blue | 34 | 4 | 3 | 2 | 24868.000 | 794 | 0.649 | 2510 | 32 | 0.231 | 0.032 | 1 | 1 |
| 6946 | 48 | F | 2 | College | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.300 | 0 | 0.743 | 4913 | 82 | 0.822 | 0.000 | 0 | 0 |
| 6947 | 43 | M | 5 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 2 | 1 | 1438.300 | 0 | 0.643 | 4509 | 80 | 0.569 | 0.000 | 0 | 0 |
| 6948 | 39 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 1438.300 | 855 | 0.662 | 4890 | 53 | 0.893 | 0.594 | 0 | 1 |
| 6949 | 41 | M | 2 | Graduate | Single | $40K - $60K | Silver | 30 | 5 | 2 | 3 | 17706.000 | 1081 | 1.087 | 3680 | 81 | 0.723 | 0.061 | 0 | 0 |
| 6950 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1819.000 | 1235 | 0.798 | 4636 | 75 | 0.705 | 0.679 | 0 | 0 |
| 6951 | 51 | M | 4 | Graduate | Single | $120K + | Blue | 39 | 6 | 4 | 1 | 19350.000 | 0 | 0.982 | 4657 | 70 | 0.795 | 0.000 | 0 | 0 |
| 6952 | 34 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 25 | 1 | 2 | 3 | 3074.000 | 0 | 0.718 | 2721 | 54 | 0.688 | 0.000 | 1 | 1 |
| 6953 | 42 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 2281.000 | 1548 | 0.739 | 4384 | 78 | 0.857 | 0.679 | 0 | 0 |
| 6954 | 58 | F | 1 | NaN | Married | Less than $40K | Blue | 46 | 6 | 3 | 3 | 3035.000 | 1779 | 0.851 | 4999 | 83 | 0.930 | 0.586 | 0 | 0 |
| 6955 | 38 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 6 | 3 | 3 | 3222.000 | 0 | 0.786 | 5154 | 80 | 0.778 | 0.000 | 0 | 0 |
| 6956 | 57 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 43 | 6 | 3 | 1 | 12045.000 | 1749 | 0.736 | 4884 | 86 | 0.870 | 0.145 | 0 | 0 |
| 6957 | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 10587.000 | 2517 | 1.052 | 2971 | 54 | 0.742 | 0.238 | 1 | 1 |
| 6958 | 42 | M | 1 | Graduate | Single | $60K - $80K | Blue | 37 | 4 | 1 | 1 | 2596.000 | 1210 | 0.549 | 4642 | 78 | 0.696 | 0.466 | 0 | 0 |
| 6959 | 58 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 3008.000 | 2517 | 0.674 | 4627 | 68 | 0.659 | 0.837 | 0 | 0 |
| 6960 | 41 | F | 3 | High School | Married | Less than $40K | Blue | 30 | 4 | 4 | 2 | 3280.000 | 2327 | 0.784 | 4268 | 84 | 1.000 | 0.709 | 0 | 0 |
| 6961 | 33 | F | 4 | Graduate | Married | Less than $40K | Blue | 16 | 5 | 3 | 2 | 1438.300 | 611 | 0.692 | 4688 | 89 | 0.816 | 0.425 | 0 | 0 |
| 6962 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 4 | 4 | 2 | 2835.000 | 1860 | 0.571 | 4569 | 81 | 0.884 | 0.656 | 0 | 0 |
| 6963 | 60 | M | 1 | Graduate | Single | $40K - $60K | Blue | 48 | 3 | 1 | 3 | 1438.300 | 750 | 0.771 | 4542 | 88 | 0.833 | 0.521 | 0 | 0 |
| 6964 | 59 | F | 1 | NaN | Single | abc | Blue | 48 | 4 | 2 | 3 | 5528.000 | 1823 | 0.731 | 4857 | 81 | 0.723 | 0.330 | 0 | 0 |
| 6965 | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 44 | 6 | 4 | 2 | 2030.000 | 1262 | 0.862 | 4851 | 84 | 0.867 | 0.622 | 0 | 0 |
| 6966 | 41 | F | 1 | Graduate | Married | $40K - $60K | Blue | 32 | 6 | 3 | 1 | 2413.000 | 1627 | 0.726 | 5466 | 85 | 0.771 | 0.674 | 0 | 0 |
| 6967 | 36 | M | 3 | NaN | Single | $60K - $80K | Blue | 21 | 4 | 2 | 3 | 7381.000 | 1608 | 0.784 | 5638 | 86 | 0.654 | 0.218 | 0 | 0 |
| 6968 | 46 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 5 | 4 | 1 | 1438.300 | 0 | 0.637 | 1843 | 44 | 0.630 | 0.000 | 1 | 1 |
| 6969 | 52 | F | 0 | Uneducated | Married | Less than $40K | Blue | 34 | 4 | 4 | 3 | 2001.000 | 960 | 0.678 | 4026 | 86 | 0.830 | 0.480 | 0 | 0 |
| 6970 | 45 | M | 3 | College | Married | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 3031.000 | 2517 | 0.409 | 2188 | 50 | 0.389 | 0.830 | 1 | 1 |
| 6971 | 47 | M | 2 | NaN | Married | $120K + | Blue | 37 | 6 | 4 | 2 | 11354.000 | 0 | 1.007 | 3073 | 49 | 1.227 | 0.000 | 0 | 1 |
| 6972 | 42 | M | 3 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 2012.000 | 0 | 0.310 | 3282 | 66 | 0.650 | 0.000 | 0 | 0 |
| 6973 | 39 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 29 | 6 | 2 | 2 | 23034.000 | 1992 | 0.759 | 2514 | 32 | 0.684 | 0.086 | 0 | 1 |
| 6974 | 40 | M | 2 | NaN | Single | $40K - $60K | Blue | 36 | 6 | 6 | 1 | 4947.000 | 0 | 0.751 | 4497 | 84 | 0.826 | 0.000 | 0 | 0 |
| 6975 | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 1844.000 | 1388 | 0.901 | 5056 | 81 | 0.800 | 0.753 | 0 | 0 |
| 6976 | 40 | F | 2 | Graduate | Single | abc | Blue | 30 | 5 | 2 | 3 | 1438.300 | 0 | 0.542 | 2258 | 59 | 0.788 | 0.000 | 0 | 0 |
| 6977 | 46 | M | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 3 | 4752.000 | 1400 | 0.646 | 3404 | 54 | 1.160 | 0.295 | 0 | 0 |
| 6978 | 38 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 5 | 2 | 2 | 6114.000 | 1461 | 0.772 | 2608 | 36 | 0.385 | 0.239 | 1 | 1 |
| 6979 | 55 | F | 5 | NaN | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.571 | 2244 | 54 | 0.929 | 0.000 | 1 | 1 |
| 6980 | 37 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2286.000 | 0 | 0.732 | 5199 | 83 | 0.844 | 0.000 | 0 | 0 |
| 6981 | 57 | F | 2 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 3 | 4 | 2 | 4784.000 | 1629 | 0.706 | 4912 | 82 | 0.783 | 0.341 | 0 | 0 |
| 6982 | 43 | F | 1 | Uneducated | Married | Less than $40K | Blue | 32 | 6 | 2 | 2 | 2667.000 | 1590 | 0.806 | 4596 | 85 | 0.574 | 0.596 | 0 | 0 |
| 6983 | 54 | F | 2 | College | Married | Less than $40K | Blue | 48 | 3 | 2 | 2 | 2473.000 | 1745 | 0.769 | 4823 | 72 | 0.800 | 0.706 | 0 | 0 |
| 6984 | 39 | F | 3 | Doctorate | Married | Less than $40K | Blue | 33 | 6 | 4 | 2 | 2001.000 | 1430 | 0.555 | 4509 | 69 | 0.683 | 0.715 | 0 | 0 |
| 6985 | 41 | M | 4 | High School | Married | $120K + | Blue | 35 | 5 | 4 | 2 | 18232.000 | 1140 | 0.657 | 4775 | 84 | 1.100 | 0.063 | 0 | 0 |
| 6986 | 45 | F | 4 | Uneducated | Married | abc | Blue | 39 | 6 | 3 | 1 | 1438.300 | 0 | 0.825 | 4596 | 71 | 0.732 | 0.000 | 0 | 0 |
| 6987 | 45 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 2918.000 | 1597 | 0.884 | 4454 | 76 | 0.900 | 0.547 | 0 | 0 |
| 6988 | 36 | F | 2 | College | NaN | Less than $40K | Blue | 23 | 4 | 3 | 3 | 1924.000 | 971 | 0.806 | 4951 | 96 | 0.600 | 0.505 | 0 | 0 |
| 6989 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 42 | 5 | 3 | 0 | 1770.000 | 1706 | 0.626 | 4940 | 94 | 0.774 | 0.964 | 0 | 0 |
| 6990 | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 27 | 5 | 3 | 3 | 2265.000 | 0 | 0.603 | 3826 | 71 | 0.543 | 0.000 | 0 | 0 |
| 6991 | 59 | M | 0 | High School | Married | $60K - $80K | Blue | 48 | 3 | 1 | 3 | 3868.000 | 1384 | 0.631 | 4716 | 79 | 0.549 | 0.358 | 0 | 0 |
| 6992 | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 32 | 4 | 3 | 3 | 2701.000 | 2498 | 0.637 | 2678 | 37 | 0.609 | 0.925 | 1 | 1 |
| 6993 | 33 | M | 1 | High School | Divorced | $40K - $60K | Blue | 28 | 6 | 1 | 3 | 2507.000 | 1592 | 0.691 | 4355 | 79 | 0.837 | 0.635 | 0 | 0 |
| 6994 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 20 | 4 | 3 | 3 | 2420.000 | 676 | 0.782 | 3770 | 76 | 0.810 | 0.279 | 0 | 0 |
| 6995 | 46 | M | 2 | College | Married | $40K - $60K | Silver | 34 | 5 | 3 | 4 | 16547.000 | 0 | 0.242 | 1561 | 41 | 0.367 | 0.000 | 1 | 1 |
| 6996 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 3 | 2 | 2 | 1621.000 | 0 | 0.603 | 3764 | 76 | 0.520 | 0.000 | 0 | 0 |
| 6997 | 59 | M | 1 | NaN | Single | $40K - $60K | Blue | 51 | 3 | 4 | 3 | 3808.000 | 713 | 0.787 | 4845 | 88 | 0.630 | 0.187 | 0 | 0 |
| 6998 | 49 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 37 | 6 | 2 | 2 | 2173.000 | 0 | 0.652 | 2379 | 57 | 0.781 | 0.000 | 1 | 1 |
| 6999 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2178.000 | 1731 | 0.683 | 4275 | 71 | 0.690 | 0.795 | 0 | 0 |
| 7000 | 41 | F | 4 | College | Divorced | abc | Blue | 36 | 3 | 1 | 1 | 1438.300 | 0 | 0.841 | 4539 | 90 | 0.765 | 0.000 | 0 | 0 |
| 7001 | 51 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1750.000 | 813 | 0.760 | 4333 | 68 | 0.700 | 0.465 | 0 | 0 |
| 7002 | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 26 | 3 | 3 | 2 | 1438.300 | 0 | 0.610 | 4957 | 88 | 0.872 | 0.000 | 0 | 0 |
| 7003 | 36 | F | 4 | College | Married | Less than $40K | Blue | 36 | 6 | 4 | 1 | 2466.000 | 1750 | 0.774 | 5005 | 76 | 0.767 | 0.710 | 0 | 0 |
| 7004 | 37 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2535.000 | 1352 | 0.509 | 3840 | 72 | 0.565 | 0.533 | 0 | 0 |
| 7005 | 39 | F | 4 | Graduate | Married | $40K - $60K | Blue | 29 | 4 | 4 | 3 | 2385.000 | 1971 | 0.613 | 3711 | 81 | 0.653 | 0.826 | 0 | 0 |
| 7006 | 40 | F | 3 | NaN | Married | Less than $40K | Blue | 31 | 5 | 6 | 1 | 1811.000 | 821 | 0.773 | 4290 | 73 | 0.780 | 0.453 | 0 | 0 |
| 7007 | 45 | M | 4 | High School | Single | $120K + | Blue | 37 | 4 | 3 | 3 | 2701.000 | 1986 | 0.538 | 4767 | 76 | 0.854 | 0.735 | 0 | 0 |
| 7008 | 46 | F | 4 | High School | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 5387.000 | 1133 | 0.652 | 4374 | 76 | 0.490 | 0.210 | 0 | 0 |
| 7009 | 38 | F | 3 | High School | Married | Less than $40K | Blue | 27 | 4 | 3 | 3 | 1438.300 | 0 | 0.730 | 2478 | 45 | 0.552 | 0.000 | 1 | 1 |
| 7010 | 44 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 37 | 5 | 1 | 1 | 34058.000 | 0 | 0.552 | 4043 | 57 | 0.781 | 0.000 | 0 | 0 |
| 7011 | 42 | F | 2 | Graduate | Married | $40K - $60K | Silver | 36 | 6 | 2 | 1 | 16290.000 | 0 | 0.758 | 4232 | 79 | 0.795 | 0.000 | 0 | 0 |
| 7012 | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 3 | 2 | 1438.300 | 726 | 0.657 | 5208 | 93 | 0.755 | 0.505 | 0 | 0 |
| 7013 | 55 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 1 | 3 | 2069.000 | 1028 | 0.648 | 4414 | 82 | 0.783 | 0.497 | 0 | 0 |
| 7014 | 56 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 2802.000 | 2256 | 0.615 | 2371 | 46 | 0.353 | 0.805 | 1 | 1 |
| 7015 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 2 | 1 | 3390.000 | 2222 | 0.768 | 5001 | 82 | 0.822 | 0.655 | 0 | 0 |
| 7016 | 48 | F | 2 | Post-Graduate | Divorced | abc | Blue | 37 | 3 | 4 | 2 | 3745.000 | 1291 | 0.631 | 4956 | 88 | 0.796 | 0.345 | 0 | 0 |
| 7017 | 42 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 26690.000 | 0 | 1.144 | 4363 | 76 | 1.054 | 0.000 | 0 | 0 |
| 7018 | 58 | F | 1 | NaN | Single | abc | Blue | 50 | 5 | 2 | 2 | 8513.000 | 799 | 0.451 | 2119 | 37 | 0.542 | 0.094 | 1 | 1 |
| 7019 | 36 | F | 4 | NaN | Single | Less than $40K | Blue | 26 | 3 | 2 | 3 | 1438.300 | 0 | 0.827 | 4886 | 85 | 0.771 | 0.000 | 0 | 0 |
| 7020 | 55 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 2 | 2258.000 | 2000 | 0.611 | 2500 | 42 | 0.680 | 0.886 | 1 | 1 |
| 7021 | 41 | F | 3 | NaN | Married | Less than $40K | Blue | 30 | 5 | 3 | 3 | 1654.000 | 0 | 0.329 | 1730 | 30 | 0.364 | 0.000 | 1 | 1 |
| 7022 | 51 | F | 3 | College | Divorced | $40K - $60K | Blue | 31 | 6 | 2 | 2 | 2768.000 | 1329 | 0.699 | 4275 | 78 | 0.814 | 0.480 | 0 | 0 |
| 7023 | 43 | M | 1 | College | Married | $80K - $120K | Blue | 23 | 5 | 2 | 1 | 14566.000 | 1045 | 0.417 | 4480 | 77 | 0.791 | 0.072 | 0 | 0 |
| 7024 | 35 | F | 3 | Graduate | Single | $40K - $60K | Blue | 28 | 5 | 6 | 2 | 3250.000 | 1560 | 0.634 | 4673 | 73 | 0.698 | 0.480 | 0 | 0 |
| 7025 | 37 | F | 1 | Uneducated | Single | Less than $40K | Blue | 30 | 3 | 2 | 3 | 2353.000 | 1095 | 0.941 | 5038 | 84 | 0.750 | 0.465 | 0 | 0 |
| 7026 | 59 | F | 0 | College | Married | $40K - $60K | Blue | 53 | 3 | 2 | 0 | 1438.300 | 0 | 0.896 | 4457 | 79 | 0.927 | 0.000 | 0 | 0 |
| 7027 | 59 | M | 1 | Graduate | Married | $40K - $60K | Blue | 53 | 5 | 1 | 2 | 4188.000 | 2200 | 0.867 | 4911 | 86 | 0.720 | 0.525 | 0 | 0 |
| 7028 | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 2 | 3 | 3 | 23542.000 | 1307 | 0.462 | 2152 | 46 | 0.438 | 0.056 | 1 | 1 |
| 7029 | 57 | M | 1 | High School | Single | $120K + | Blue | 47 | 4 | 4 | 2 | 9272.000 | 982 | 0.651 | 4649 | 89 | 0.816 | 0.106 | 0 | 0 |
| 7030 | 36 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 1 | 1 | 1967.000 | 0 | 0.730 | 4620 | 77 | 0.878 | 0.000 | 0 | 0 |
| 7031 | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 37 | 5 | 3 | 4 | 1717.000 | 0 | 1.028 | 3004 | 46 | 0.586 | 0.000 | 1 | 1 |
| 7032 | 45 | M | 3 | Graduate | Single | $60K - $80K | Silver | 34 | 5 | 1 | 1 | 34516.000 | 1664 | 0.730 | 4912 | 80 | 0.739 | 0.048 | 0 | 0 |
| 7033 | 50 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 41 | 5 | 4 | 2 | 5068.000 | 991 | 0.736 | 5173 | 64 | 0.600 | 0.196 | 0 | 0 |
| 7034 | 46 | F | 3 | College | Married | Less than $40K | Blue | 39 | 3 | 2 | 3 | 1438.300 | 0 | 0.786 | 4370 | 79 | 0.795 | 0.000 | 0 | 0 |
| 7035 | 55 | F | 1 | Uneducated | Divorced | $40K - $60K | Blue | 47 | 3 | 2 | 3 | 2697.000 | 1863 | 0.735 | 4615 | 81 | 0.688 | 0.691 | 0 | 0 |
| 7036 | 51 | M | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 4 | 3 | 1438.300 | 0 | 0.623 | 4312 | 81 | 0.723 | 0.000 | 0 | 0 |
| 7037 | 44 | F | 0 | College | Married | Less than $40K | Blue | 40 | 5 | 4 | 2 | 7499.000 | 1083 | 0.716 | 2478 | 45 | 0.667 | 0.144 | 1 | 1 |
| 7038 | 39 | M | 4 | Post-Graduate | Married | $120K + | Blue | 29 | 6 | 3 | 3 | 8700.000 | 1742 | 0.454 | 2306 | 50 | 0.613 | 0.200 | 1 | 1 |
| 7039 | 55 | M | 3 | NaN | Single | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 14266.000 | 1341 | 0.309 | 1625 | 34 | 0.360 | 0.094 | 1 | 1 |
| 7040 | 46 | M | 0 | Graduate | Single | $120K + | Blue | 36 | 6 | 2 | 1 | 2692.000 | 1631 | 0.990 | 4619 | 83 | 0.694 | 0.606 | 0 | 0 |
| 7041 | 54 | F | 3 | College | Single | Less than $40K | Blue | 36 | 4 | 4 | 2 | 2957.000 | 1408 | 0.667 | 4280 | 82 | 0.783 | 0.476 | 0 | 0 |
| 7042 | 50 | F | 2 | NaN | Single | Less than $40K | Blue | 32 | 4 | 3 | 1 | 1438.300 | 0 | 0.815 | 4598 | 78 | 0.902 | 0.000 | 0 | 0 |
| 7043 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 1 | 3007.000 | 2517 | 0.733 | 4985 | 84 | 1.000 | 0.837 | 0 | 0 |
| 7044 | 41 | F | 3 | High School | Married | abc | Blue | 24 | 3 | 1 | 1 | 3427.000 | 1419 | 0.685 | 4218 | 74 | 0.805 | 0.414 | 0 | 0 |
| 7045 | 59 | M | 1 | NaN | Married | $60K - $80K | Blue | 48 | 5 | 3 | 3 | 1438.300 | 642 | 0.926 | 5177 | 79 | 0.646 | 0.446 | 0 | 0 |
| 7046 | 47 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 4 | 5 | 2 | 2990.000 | 890 | 0.711 | 4757 | 79 | 0.837 | 0.298 | 0 | 0 |
| 7047 | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 56 | 6 | 2 | 3 | 9918.000 | 850 | 0.688 | 2485 | 40 | 0.290 | 0.086 | 1 | 1 |
| 7048 | 50 | F | 2 | High School | Married | abc | Blue | 41 | 3 | 1 | 1 | 8159.000 | 2277 | 0.749 | 4402 | 64 | 0.684 | 0.279 | 0 | 0 |
| 7049 | 53 | M | 2 | Graduate | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 18551.000 | 1434 | 1.149 | 5364 | 90 | 0.765 | 0.077 | 0 | 0 |
| 7050 | 31 | F | 0 | Graduate | Married | Less than $40K | Blue | 20 | 5 | 1 | 1 | 1438.300 | 0 | 0.689 | 4397 | 86 | 0.755 | 0.000 | 0 | 0 |
| 7051 | 51 | M | 2 | Graduate | Single | $80K - $120K | Blue | 31 | 5 | 3 | 2 | 1438.300 | 327 | 0.528 | 1783 | 40 | 0.481 | 0.227 | 1 | 1 |
| 7052 | 60 | M | 2 | Graduate | Single | $60K - $80K | Blue | 48 | 3 | 4 | 1 | 10886.000 | 1145 | 0.749 | 3488 | 66 | 0.535 | 0.105 | 0 | 0 |
| 7053 | 59 | F | 0 | High School | Single | abc | Blue | 36 | 4 | 3 | 1 | 10457.000 | 2148 | 0.737 | 4649 | 74 | 0.947 | 0.205 | 0 | 0 |
| 7054 | 60 | M | 0 | NaN | Single | $40K - $60K | Blue | 46 | 6 | 2 | 1 | 1781.000 | 1551 | 0.722 | 3527 | 66 | 0.610 | 0.871 | 0 | 0 |
| 7055 | 50 | M | 2 | NaN | Married | $120K + | Blue | 43 | 3 | 2 | 1 | 34516.000 | 1156 | 0.633 | 3974 | 65 | 0.585 | 0.033 | 0 | 0 |
| 7056 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2363.000 | 1495 | 0.531 | 4420 | 65 | 0.711 | 0.633 | 0 | 0 |
| 7057 | 54 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 49 | 3 | 3 | 2 | 2802.000 | 2219 | 0.796 | 5924 | 88 | 0.630 | 0.792 | 0 | 0 |
| 7058 | 42 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 5 | 1 | 2 | 1640.000 | 888 | 0.715 | 4074 | 73 | 0.872 | 0.541 | 0 | 0 |
| 7059 | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 3 | 2 | 4960.000 | 0 | 0.882 | 2430 | 48 | 0.548 | 0.000 | 1 | 1 |
| 7060 | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 38 | 5 | 1 | 3 | 4601.000 | 2517 | 0.775 | 5056 | 80 | 0.778 | 0.547 | 0 | 0 |
| 7061 | 48 | M | 5 | NaN | NaN | $60K - $80K | Blue | 36 | 4 | 1 | 2 | 4100.000 | 1956 | 0.617 | 3584 | 61 | 0.743 | 0.477 | 0 | 0 |
| 7062 | 52 | F | 3 | Graduate | Married | $40K - $60K | Blue | 47 | 3 | 2 | 0 | 2741.000 | 1639 | 0.644 | 5077 | 87 | 0.740 | 0.598 | 0 | 0 |
| 7063 | 46 | F | 4 | Graduate | Married | $40K - $60K | Blue | 34 | 5 | 3 | 1 | 4152.000 | 1446 | 0.826 | 2218 | 30 | 0.304 | 0.348 | 1 | 1 |
| 7064 | 50 | F | 2 | Uneducated | Married | Less than $40K | Blue | 44 | 3 | 1 | 2 | 3386.000 | 2517 | 0.743 | 4890 | 65 | 0.667 | 0.743 | 0 | 0 |
| 7065 | 62 | M | 0 | College | NaN | $40K - $60K | Blue | 56 | 2 | 6 | 2 | 3477.000 | 0 | 0.436 | 2113 | 40 | 0.739 | 0.000 | 1 | 1 |
| 7066 | 50 | M | 4 | High School | Married | $80K - $120K | Blue | 41 | 6 | 3 | 3 | 23209.000 | 1308 | 0.498 | 3530 | 71 | 0.578 | 0.056 | 0 | 0 |
| 7067 | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 39 | 5 | 3 | 2 | 12610.000 | 1123 | 0.853 | 4199 | 67 | 0.595 | 0.089 | 0 | 0 |
| 7068 | 48 | F | 4 | High School | Married | Less than $40K | Blue | 38 | 5 | 1 | 1 | 2090.000 | 793 | 0.640 | 4619 | 78 | 0.733 | 0.379 | 0 | 0 |
| 7069 | 46 | M | 2 | Graduate | Married | $40K - $60K | Blue | 39 | 4 | 3 | 1 | 1610.000 | 0 | 0.689 | 4958 | 87 | 0.776 | 0.000 | 0 | 0 |
| 7070 | 40 | M | 3 | Graduate | Married | $120K + | Blue | 27 | 5 | 3 | 2 | 2269.000 | 0 | 0.572 | 2108 | 39 | 0.560 | 0.000 | 1 | 1 |
| 7071 | 40 | F | 2 | College | NaN | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2387.000 | 2013 | 0.449 | 2134 | 41 | 0.952 | 0.843 | 1 | 1 |
| 7072 | 54 | F | 3 | Graduate | Single | $40K - $60K | Blue | 39 | 3 | 4 | 1 | 4036.000 | 1329 | 0.738 | 5315 | 82 | 0.708 | 0.329 | 0 | 0 |
| 7073 | 54 | F | 5 | High School | Married | abc | Blue | 44 | 5 | 3 | 3 | 5342.000 | 605 | 0.691 | 2426 | 46 | 0.394 | 0.113 | 1 | 1 |
| 7074 | 54 | F | 2 | Graduate | NaN | Less than $40K | Blue | 46 | 5 | 3 | 2 | 1695.000 | 913 | 0.449 | 2130 | 48 | 0.500 | 0.539 | 1 | 1 |
| 7075 | 37 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 3 | 5 | 2 | 1438.300 | 0 | 0.861 | 4314 | 82 | 0.864 | 0.000 | 0 | 0 |
| 7076 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 27 | 3 | 2 | 3 | 1776.000 | 1586 | 0.798 | 4350 | 71 | 0.868 | 0.893 | 0 | 0 |
| 7077 | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 29 | 4 | 3 | 2 | 5640.000 | 0 | 0.770 | 4739 | 80 | 0.860 | 0.000 | 0 | 0 |
| 7078 | 42 | F | 1 | College | Divorced | Less than $40K | Blue | 22 | 5 | 3 | 2 | 2403.000 | 1105 | 0.735 | 4186 | 77 | 0.711 | 0.460 | 0 | 0 |
| 7079 | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 5 | 1 | 2 | 3349.000 | 2517 | 0.786 | 4405 | 55 | 1.391 | 0.752 | 0 | 0 |
| 7080 | 54 | F | 1 | Graduate | Married | Less than $40K | Blue | 50 | 3 | 3 | 3 | 3173.000 | 2517 | 0.619 | 2763 | 51 | 0.821 | 0.793 | 1 | 1 |
| 7081 | 43 | M | 5 | High School | NaN | $80K - $120K | Blue | 38 | 3 | 3 | 2 | 1504.000 | 0 | 0.987 | 2530 | 43 | 0.344 | 0.000 | 1 | 1 |
| 7082 | 45 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 41 | 1 | 3 | 3 | 1477.000 | 0 | 0.768 | 2214 | 43 | 0.654 | 0.000 | 1 | 1 |
| 7083 | 49 | F | 2 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 1 | 2018.000 | 1366 | 0.964 | 4842 | 69 | 0.500 | 0.677 | 0 | 0 |
| 7084 | 41 | M | 3 | Graduate | Married | $120K + | Silver | 36 | 3 | 3 | 2 | 34516.000 | 1453 | 0.357 | 4147 | 76 | 0.949 | 0.042 | 0 | 0 |
| 7085 | 44 | F | 4 | Graduate | Married | abc | Blue | 34 | 6 | 4 | 2 | 2105.000 | 0 | 0.656 | 4190 | 67 | 0.914 | 0.000 | 0 | 0 |
| 7086 | 46 | F | 2 | Uneducated | Divorced | abc | Blue | 40 | 5 | 2 | 3 | 20080.000 | 0 | 0.560 | 4620 | 70 | 0.667 | 0.000 | 0 | 0 |
| 7087 | 39 | F | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 3 | 4 | 1 | 6690.000 | 1912 | 0.609 | 3875 | 60 | 0.538 | 0.286 | 0 | 0 |
| 7088 | 46 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 37 | 6 | 4 | 3 | 1530.000 | 0 | 0.635 | 4256 | 78 | 0.773 | 0.000 | 0 | 0 |
| 7089 | 58 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 41 | 4 | 2 | 1 | 2915.000 | 1494 | 0.861 | 4235 | 73 | 0.825 | 0.513 | 0 | 0 |
| 7090 | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 42 | 3 | 4 | 0 | 1438.300 | 0 | 0.635 | 4735 | 87 | 0.673 | 0.000 | 0 | 0 |
| 7091 | 56 | F | 2 | High School | Single | Less than $40K | Blue | 42 | 5 | 4 | 2 | 2423.000 | 268 | 0.804 | 2516 | 59 | 0.639 | 0.111 | 1 | 1 |
| 7092 | 54 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 42 | 5 | 2 | 2 | 11742.000 | 0 | 0.621 | 4053 | 70 | 0.556 | 0.000 | 0 | 0 |
| 7093 | 51 | F | 2 | High School | Single | Less than $40K | Blue | 47 | 5 | 2 | 3 | 3069.000 | 2517 | 0.730 | 4512 | 83 | 0.766 | 0.820 | 0 | 0 |
| 7094 | 58 | F | 2 | High School | Divorced | abc | Gold | 36 | 5 | 4 | 3 | 34516.000 | 1864 | 0.664 | 3595 | 52 | 0.733 | 0.054 | 0 | 1 |
| 7095 | 36 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 31 | 5 | 2 | 3 | 2517.000 | 1336 | 0.755 | 5211 | 83 | 0.804 | 0.531 | 0 | 0 |
| 7096 | 52 | F | 1 | NaN | Single | Less than $40K | Blue | 43 | 6 | 2 | 1 | 1438.300 | 773 | 1.138 | 4890 | 63 | 0.909 | 0.537 | 0 | 0 |
| 7097 | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2216.000 | 1992 | 0.789 | 4103 | 77 | 0.711 | 0.899 | 0 | 0 |
| 7098 | 51 | M | 0 | Doctorate | Single | $60K - $80K | Blue | 36 | 6 | 2 | 3 | 3232.000 | 1346 | 0.697 | 5102 | 69 | 0.643 | 0.416 | 0 | 0 |
| 7099 | 54 | F | 1 | College | Single | Less than $40K | Blue | 41 | 5 | 2 | 2 | 3478.000 | 941 | 0.711 | 4607 | 83 | 0.930 | 0.271 | 0 | 0 |
| 7100 | 50 | F | 3 | Post-Graduate | Single | abc | Blue | 36 | 5 | 4 | 3 | 1814.000 | 0 | 0.852 | 5014 | 99 | 0.623 | 0.000 | 0 | 0 |
| 7101 | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 25 | 4 | 2 | 1 | 1438.300 | 0 | 0.741 | 4513 | 75 | 0.744 | 0.000 | 0 | 0 |
| 7102 | 42 | F | 4 | NaN | Single | Less than $40K | Blue | 30 | 3 | 2 | 1 | 1446.000 | 621 | 0.826 | 4860 | 68 | 0.700 | 0.429 | 0 | 0 |
| 7103 | 47 | F | 5 | High School | Single | Less than $40K | Blue | 37 | 5 | 2 | 3 | 1493.000 | 0 | 0.605 | 4655 | 95 | 0.638 | 0.000 | 0 | 0 |
| 7104 | 45 | F | 4 | Graduate | Married | $40K - $60K | Blue | 34 | 4 | 4 | 2 | 4244.000 | 1066 | 0.606 | 4016 | 89 | 0.854 | 0.251 | 0 | 0 |
| 7105 | 40 | M | 5 | High School | Single | $40K - $60K | Blue | 20 | 5 | 2 | 1 | 2984.000 | 1879 | 0.675 | 4813 | 83 | 0.729 | 0.630 | 0 | 0 |
| 7106 | 48 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 4 | 2 | 2713.000 | 2201 | 0.716 | 4220 | 79 | 0.612 | 0.811 | 0 | 0 |
| 7107 | 42 | F | 2 | NaN | Single | $40K - $60K | Blue | 34 | 4 | 4 | 3 | 2471.000 | 1658 | 0.682 | 4406 | 62 | 0.676 | 0.671 | 0 | 0 |
| 7108 | 47 | M | 1 | College | Married | $60K - $80K | Silver | 42 | 6 | 4 | 2 | 27437.000 | 0 | 0.872 | 4660 | 79 | 0.681 | 0.000 | 0 | 0 |
| 7109 | 54 | F | 4 | College | Single | Less than $40K | Blue | 46 | 3 | 2 | 1 | 4166.000 | 989 | 0.967 | 4584 | 70 | 1.258 | 0.237 | 0 | 0 |
| 7110 | 38 | M | 1 | Graduate | NaN | $40K - $60K | Blue | 27 | 5 | 6 | 0 | 13100.000 | 1436 | 0.519 | 3201 | 78 | 0.500 | 0.110 | 0 | 0 |
| 7111 | 43 | M | 3 | College | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 1438.300 | 0 | 0.539 | 1707 | 38 | 1.111 | 0.000 | 1 | 1 |
| 7112 | 43 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 6 | 2 | 3 | 2242.000 | 0 | 0.658 | 4845 | 66 | 0.941 | 0.000 | 0 | 0 |
| 7113 | 37 | F | 3 | High School | Married | abc | Blue | 30 | 3 | 3 | 3 | 9874.000 | 0 | 0.491 | 2446 | 47 | 0.567 | 0.000 | 1 | 1 |
| 7114 | 41 | F | 4 | High School | Single | $40K - $60K | Blue | 30 | 5 | 3 | 3 | 4432.000 | 1335 | 0.714 | 4144 | 79 | 0.756 | 0.301 | 0 | 0 |
| 7115 | 45 | F | 3 | NaN | Single | Less than $40K | Blue | 34 | 6 | 4 | 2 | 4975.000 | 1221 | 0.602 | 4776 | 68 | 0.889 | 0.245 | 0 | 0 |
| 7116 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 38 | 6 | 5 | 1 | 2652.000 | 1581 | 0.738 | 4747 | 80 | 0.778 | 0.596 | 0 | 0 |
| 7117 | 54 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2043.000 | 1597 | 0.814 | 3553 | 61 | 0.694 | 0.782 | 0 | 0 |
| 7118 | 45 | M | 4 | High School | Divorced | Less than $40K | Blue | 34 | 4 | 2 | 3 | 3489.000 | 2517 | 0.721 | 2684 | 39 | 0.560 | 0.721 | 1 | 1 |
| 7119 | 52 | M | 1 | NaN | Married | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 14858.000 | 1594 | 0.510 | 4286 | 72 | 0.636 | 0.107 | 0 | 0 |
| 7120 | 40 | F | 4 | High School | Married | $40K - $60K | Blue | 27 | 5 | 2 | 2 | 2822.000 | 2182 | 0.768 | 5371 | 93 | 0.824 | 0.773 | 0 | 0 |
| 7121 | 54 | F | 4 | College | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2901.000 | 2517 | 0.608 | 4731 | 83 | 0.804 | 0.868 | 0 | 0 |
| 7122 | 52 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1594.000 | 0 | 0.472 | 4653 | 65 | 0.667 | 0.000 | 0 | 0 |
| 7123 | 58 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 2241.000 | 1670 | 0.704 | 4653 | 75 | 0.630 | 0.745 | 0 | 0 |
| 7124 | 51 | F | 2 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 4 | 2 | 2581.000 | 1722 | 0.765 | 4431 | 79 | 0.717 | 0.667 | 0 | 0 |
| 7125 | 40 | M | 2 | Graduate | Married | $120K + | Blue | 33 | 6 | 4 | 1 | 14713.000 | 905 | 0.817 | 4125 | 82 | 0.822 | 0.062 | 0 | 0 |
| 7126 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 33 | 6 | 3 | 3 | 2910.000 | 0 | 0.789 | 2648 | 41 | 0.464 | 0.000 | 1 | 1 |
| 7127 | 39 | F | 3 | High School | Single | abc | Blue | 36 | 3 | 3 | 3 | 2366.000 | 1927 | 0.631 | 3659 | 66 | 0.833 | 0.814 | 0 | 0 |
| 7128 | 54 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2708.000 | 0 | 0.673 | 2321 | 45 | 0.552 | 0.000 | 1 | 1 |
| 7129 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 5 | 4 | 3 | 1681.000 | 0 | 0.994 | 5416 | 82 | 0.952 | 0.000 | 0 | 0 |
| 7130 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 32 | 6 | 1 | 1 | 2594.000 | 2159 | 0.792 | 3872 | 71 | 0.511 | 0.832 | 0 | 0 |
| 7131 | 41 | F | 4 | NaN | Single | $40K - $60K | Blue | 31 | 5 | 1 | 2 | 2128.000 | 1383 | 0.679 | 3968 | 81 | 0.761 | 0.650 | 0 | 0 |
| 7132 | 50 | F | 1 | Uneducated | Married | Less than $40K | Blue | 38 | 3 | 3 | 3 | 1438.300 | 0 | 0.679 | 4594 | 86 | 0.720 | 0.000 | 0 | 0 |
| 7133 | 47 | M | 2 | Doctorate | Divorced | $80K - $120K | Blue | 32 | 1 | 3 | 3 | 1438.300 | 0 | 0.454 | 2388 | 42 | 0.500 | 0.000 | 1 | 1 |
| 7134 | 46 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 4696.000 | 0 | 0.732 | 4828 | 62 | 1.583 | 0.000 | 0 | 0 |
| 7135 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 2566.000 | 1079 | 0.554 | 2340 | 36 | 0.500 | 0.420 | 1 | 1 |
| 7136 | 53 | F | 2 | NaN | Married | abc | Blue | 36 | 3 | 4 | 3 | 2592.000 | 1364 | 0.679 | 4208 | 68 | 0.700 | 0.526 | 0 | 0 |
| 7137 | 56 | F | 1 | NaN | Single | Less than $40K | Blue | 50 | 4 | 4 | 1 | 1698.000 | 0 | 0.847 | 4371 | 74 | 0.897 | 0.000 | 0 | 0 |
| 7138 | 57 | F | 2 | Graduate | Married | $40K - $60K | Blue | 47 | 5 | 2 | 2 | 4682.000 | 1010 | 0.638 | 4322 | 83 | 0.694 | 0.216 | 0 | 0 |
| 7139 | 56 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 44 | 6 | 1 | 2 | 4439.000 | 1513 | 0.752 | 4532 | 95 | 0.696 | 0.341 | 0 | 0 |
| 7140 | 34 | F | 1 | Uneducated | Single | Less than $40K | Blue | 25 | 6 | 1 | 2 | 2689.000 | 1618 | 0.587 | 4237 | 79 | 0.681 | 0.602 | 0 | 0 |
| 7141 | 46 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 6 | 3 | 1 | 11670.000 | 915 | 0.892 | 4277 | 89 | 0.854 | 0.078 | 0 | 0 |
| 7142 | 47 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 1 | 1 | 1596.000 | 0 | 0.788 | 5678 | 81 | 0.800 | 0.000 | 0 | 0 |
| 7143 | 40 | F | 4 | NaN | Married | $40K - $60K | Blue | 30 | 1 | 3 | 4 | 3356.000 | 2517 | 0.583 | 2032 | 39 | 0.147 | 0.750 | 1 | 1 |
| 7144 | 53 | M | 0 | High School | Married | $60K - $80K | Blue | 46 | 4 | 4 | 2 | 1590.000 | 0 | 0.556 | 4229 | 73 | 1.086 | 0.000 | 0 | 0 |
| 7145 | 55 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 5 | 5 | 2 | 4994.000 | 0 | 0.717 | 4802 | 81 | 0.761 | 0.000 | 0 | 0 |
| 7146 | 51 | F | 3 | Graduate | Married | $40K - $60K | Silver | 44 | 4 | 2 | 3 | 16406.000 | 0 | 0.627 | 4075 | 75 | 0.630 | 0.000 | 0 | 0 |
| 7147 | 52 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 2451.000 | 1733 | 0.724 | 5283 | 90 | 0.698 | 0.707 | 0 | 0 |
| 7148 | 40 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 29 | 5 | 2 | 3 | 9109.000 | 1347 | 0.695 | 3991 | 84 | 0.867 | 0.148 | 0 | 0 |
| 7149 | 45 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 3 | 4 | 1 | 2632.000 | 1480 | 0.588 | 4787 | 89 | 0.679 | 0.562 | 0 | 0 |
| 7150 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 3 | 3 | 1 | 1438.300 | 0 | 0.714 | 2658 | 43 | 0.654 | 0.000 | 1 | 1 |
| 7151 | 38 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 4 | 3 | 1757.000 | 1352 | 0.879 | 4121 | 81 | 0.421 | 0.769 | 0 | 0 |
| 7152 | 46 | F | 1 | NaN | Single | Less than $40K | Blue | 40 | 6 | 4 | 3 | 2711.000 | 1793 | 0.681 | 5084 | 79 | 0.717 | 0.661 | 0 | 0 |
| 7153 | 47 | F | 4 | High School | Divorced | Less than $40K | Blue | 36 | 5 | 4 | 2 | 2776.000 | 1341 | 0.744 | 4318 | 68 | 0.943 | 0.483 | 0 | 0 |
| 7154 | 44 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 35 | 3 | 2 | 1 | 1438.300 | 1091 | 0.702 | 4988 | 90 | 0.731 | 0.759 | 0 | 0 |
| 7155 | 36 | M | 3 | Graduate | Married | $80K - $120K | Blue | 21 | 5 | 3 | 2 | 5015.000 | 1963 | 0.881 | 2491 | 43 | 0.870 | 0.391 | 1 | 0 |
| 7156 | 40 | M | 4 | Graduate | Single | $60K - $80K | Blue | 36 | 3 | 2 | 2 | 8529.000 | 901 | 0.764 | 4252 | 68 | 0.511 | 0.106 | 0 | 0 |
| 7157 | 49 | F | 0 | Graduate | Married | Less than $40K | Blue | 30 | 3 | 2 | 0 | 1604.000 | 1112 | 0.618 | 4253 | 68 | 0.744 | 0.693 | 0 | 0 |
| 7158 | 56 | F | 1 | College | Married | abc | Blue | 36 | 6 | 2 | 2 | 4263.000 | 0 | 0.640 | 4876 | 70 | 1.188 | 0.000 | 0 | 0 |
| 7159 | 45 | F | 1 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 2 | 2493.000 | 1655 | 0.907 | 4473 | 76 | 0.900 | 0.664 | 0 | 0 |
| 7160 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 33 | 3 | 3 | 3 | 1568.000 | 0 | 0.611 | 2812 | 59 | 0.788 | 0.000 | 1 | 1 |
| 7161 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 38 | 6 | 1 | 2 | 1521.000 | 0 | 0.791 | 4880 | 79 | 0.549 | 0.000 | 0 | 0 |
| 7162 | 48 | M | 2 | Graduate | Single | $40K - $60K | Blue | 31 | 6 | 3 | 3 | 3261.000 | 1730 | 0.682 | 4242 | 65 | 0.667 | 0.531 | 0 | 0 |
| 7163 | 39 | F | 2 | NaN | Single | Less than $40K | Blue | 25 | 4 | 2 | 1 | 1781.000 | 935 | 0.868 | 5093 | 77 | 0.974 | 0.525 | 0 | 0 |
| 7164 | 62 | F | 1 | NaN | Single | Less than $40K | Blue | 55 | 6 | 1 | 1 | 5284.000 | 2517 | 0.674 | 4525 | 63 | 0.537 | 0.476 | 0 | 0 |
| 7165 | 47 | F | 3 | Graduate | Married | abc | Blue | 36 | 3 | 3 | 1 | 5590.000 | 0 | 0.010 | 1507 | 32 | 0.000 | 0.000 | 1 | 1 |
| 7166 | 57 | F | 1 | High School | Married | abc | Blue | 36 | 5 | 2 | 3 | 1734.000 | 980 | 0.639 | 4313 | 92 | 0.917 | 0.565 | 0 | 0 |
| 7167 | 48 | F | 5 | NaN | Single | abc | Blue | 36 | 4 | 2 | 3 | 7645.000 | 931 | 0.894 | 5016 | 73 | 0.622 | 0.122 | 0 | 0 |
| 7168 | 48 | F | 1 | Uneducated | NaN | $40K - $60K | Blue | 39 | 6 | 4 | 2 | 1438.300 | 1218 | 0.752 | 4600 | 76 | 0.617 | 0.847 | 0 | 0 |
| 7169 | 34 | F | 1 | Graduate | NaN | Less than $40K | Blue | 23 | 4 | 1 | 1 | 2207.000 | 1527 | 0.861 | 4159 | 64 | 1.133 | 0.692 | 0 | 0 |
| 7170 | 46 | F | 1 | College | Married | Less than $40K | Blue | 23 | 5 | 2 | 1 | 1723.000 | 1010 | 0.704 | 4112 | 82 | 0.864 | 0.586 | 0 | 0 |
| 7171 | 49 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 44 | 4 | 4 | 2 | 1644.000 | 0 | 1.033 | 4898 | 82 | 0.783 | 0.000 | 0 | 0 |
| 7172 | 48 | F | 4 | College | Married | Less than $40K | Blue | 37 | 3 | 2 | 3 | 1745.000 | 0 | 0.657 | 2297 | 44 | 0.630 | 0.000 | 1 | 1 |
| 7173 | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 6 | 2 | 3 | 3376.000 | 1661 | 0.618 | 4629 | 75 | 0.923 | 0.492 | 0 | 0 |
| 7174 | 47 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 4 | 3 | 3 | 7298.000 | 0 | 0.589 | 4512 | 72 | 0.756 | 0.000 | 0 | 0 |
| 7175 | 45 | M | 3 | Graduate | Single | $80K - $120K | Blue | 39 | 1 | 3 | 3 | 8383.000 | 0 | 0.809 | 2600 | 44 | 0.517 | 0.000 | 1 | 1 |
| 7176 | 41 | M | 4 | High School | NaN | $40K - $60K | Blue | 29 | 5 | 4 | 2 | 3600.000 | 746 | 0.824 | 4184 | 61 | 0.694 | 0.207 | 0 | 0 |
| 7177 | 45 | F | 4 | High School | Single | $40K - $60K | Blue | 29 | 3 | 2 | 1 | 4595.000 | 1781 | 0.708 | 3746 | 68 | 0.545 | 0.388 | 0 | 0 |
| 7178 | 57 | M | 0 | Uneducated | Divorced | $80K - $120K | Blue | 39 | 4 | 4 | 3 | 2795.000 | 1832 | 0.839 | 4679 | 67 | 0.861 | 0.655 | 0 | 0 |
| 7179 | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 39 | 6 | 1 | 3 | 1768.000 | 0 | 0.788 | 4628 | 90 | 0.837 | 0.000 | 0 | 0 |
| 7180 | 50 | F | 2 | Uneducated | Single | Less than $40K | Blue | 45 | 4 | 2 | 3 | 1780.000 | 893 | 0.609 | 4630 | 73 | 0.587 | 0.502 | 0 | 0 |
| 7181 | 51 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 39 | 5 | 4 | 3 | 2987.000 | 1764 | 0.686 | 4339 | 72 | 0.600 | 0.591 | 0 | 0 |
| 7182 | 44 | F | 4 | Uneducated | Single | abc | Blue | 24 | 6 | 3 | 2 | 2717.000 | 1720 | 0.869 | 4196 | 71 | 0.614 | 0.633 | 0 | 0 |
| 7183 | 40 | F | 4 | Uneducated | Married | abc | Blue | 36 | 3 | 3 | 1 | 2887.000 | 0 | 0.581 | 3941 | 82 | 1.158 | 0.000 | 0 | 0 |
| 7184 | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 6 | 1 | 3 | 1438.300 | 0 | 0.707 | 4733 | 89 | 0.816 | 0.000 | 0 | 0 |
| 7185 | 46 | M | 3 | NaN | Married | $80K - $120K | Blue | 40 | 6 | 1 | 1 | 10879.000 | 860 | 0.974 | 4629 | 69 | 0.725 | 0.079 | 0 | 0 |
| 7186 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 3 | 1809.000 | 1181 | 0.656 | 4452 | 83 | 0.596 | 0.653 | 0 | 0 |
| 7187 | 38 | F | 2 | NaN | Married | $40K - $60K | Blue | 28 | 6 | 2 | 2 | 1628.000 | 0 | 0.876 | 2527 | 41 | 0.640 | 0.000 | 1 | 1 |
| 7188 | 45 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 3 | 4 | 0 | 1438.300 | 0 | 0.678 | 4463 | 71 | 0.821 | 0.000 | 0 | 0 |
| 7189 | 37 | F | 4 | Post-Graduate | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1586.000 | 0 | 0.497 | 2109 | 41 | 0.414 | 0.000 | 1 | 1 |
| 7190 | 43 | F | 5 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2311.000 | 1320 | 0.658 | 3967 | 71 | 0.690 | 0.571 | 0 | 0 |
| 7191 | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 3 | 2 | 2109.000 | 1205 | 0.514 | 2935 | 60 | 0.935 | 0.571 | 0 | 0 |
| 7192 | 51 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 40 | 5 | 4 | 3 | 1562.000 | 1057 | 0.807 | 5019 | 78 | 0.696 | 0.677 | 0 | 0 |
| 7193 | 44 | F | 4 | Doctorate | NaN | abc | Blue | 33 | 5 | 3 | 6 | 1438.300 | 0 | 0.676 | 2316 | 48 | 0.500 | 0.000 | 1 | 1 |
| 7194 | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 6 | 2 | 1 | 2981.000 | 757 | 0.764 | 4824 | 76 | 0.810 | 0.254 | 0 | 0 |
| 7195 | 47 | M | 2 | College | Divorced | $80K - $120K | Blue | 31 | 3 | 1 | 3 | 5295.000 | 723 | 0.793 | 4412 | 90 | 0.579 | 0.137 | 0 | 0 |
| 7196 | 51 | F | 4 | Graduate | Single | $40K - $60K | Blue | 37 | 2 | 3 | 2 | 4708.000 | 920 | 0.544 | 2179 | 50 | 1.273 | 0.195 | 1 | 1 |
| 7197 | 54 | M | 2 | High School | Married | $60K - $80K | Blue | 50 | 3 | 1 | 3 | 2210.000 | 1002 | 0.938 | 4798 | 86 | 0.654 | 0.453 | 0 | 0 |
| 7198 | 53 | F | 3 | NaN | Married | $40K - $60K | Blue | 45 | 4 | 3 | 1 | 1972.000 | 0 | 0.761 | 5085 | 73 | 0.587 | 0.000 | 0 | 0 |
| 7199 | 48 | M | 4 | High School | Single | $60K - $80K | Blue | 42 | 5 | 4 | 2 | 2384.000 | 1596 | 0.831 | 3149 | 59 | 0.903 | 0.669 | 0 | 0 |
| 7200 | 35 | M | 4 | College | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2311.000 | 1222 | 0.674 | 4730 | 89 | 0.745 | 0.529 | 0 | 0 |
| 7201 | 46 | F | 4 | NaN | NaN | $40K - $60K | Blue | 37 | 6 | 4 | 2 | 1912.000 | 1172 | 0.827 | 4841 | 81 | 0.884 | 0.613 | 0 | 0 |
| 7202 | 49 | F | 2 | NaN | Single | $40K - $60K | Blue | 44 | 6 | 1 | 3 | 2147.000 | 1402 | 0.612 | 4240 | 69 | 0.683 | 0.653 | 0 | 0 |
| 7203 | 42 | F | 4 | Uneducated | Married | Less than $40K | Blue | 23 | 3 | 2 | 3 | 3214.000 | 0 | 0.435 | 2119 | 44 | 0.517 | 0.000 | 1 | 1 |
| 7204 | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 3006.000 | 879 | 0.759 | 5125 | 87 | 0.740 | 0.292 | 0 | 0 |
| 7205 | 52 | M | 3 | NaN | Single | $80K - $120K | Blue | 46 | 5 | 1 | 2 | 2735.000 | 1942 | 0.582 | 3724 | 66 | 0.692 | 0.710 | 0 | 0 |
| 7206 | 50 | M | 2 | College | Married | $120K + | Blue | 36 | 3 | 2 | 3 | 3390.000 | 2385 | 0.656 | 4128 | 73 | 0.698 | 0.704 | 0 | 0 |
| 7207 | 54 | M | 4 | High School | Single | $80K - $120K | Silver | 49 | 1 | 3 | 4 | 34516.000 | 214 | 0.000 | 1201 | 22 | 0.000 | 0.006 | 1 | 1 |
| 7208 | 55 | F | 0 | Uneducated | NaN | abc | Blue | 39 | 4 | 3 | 3 | 11249.000 | 2012 | 0.659 | 3882 | 55 | 0.964 | 0.179 | 0 | 0 |
| 7209 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 6 | 3 | 1 | 2484.000 | 1495 | 0.922 | 4084 | 86 | 0.536 | 0.602 | 0 | 0 |
| 7210 | 40 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 5 | 5 | 3 | 2932.000 | 1664 | 0.612 | 4795 | 82 | 0.708 | 0.568 | 0 | 0 |
| 7211 | 60 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 2882.000 | 2081 | 0.644 | 4933 | 103 | 0.661 | 0.722 | 0 | 0 |
| 7212 | 45 | F | 5 | Post-Graduate | NaN | Less than $40K | Blue | 36 | 5 | 2 | 3 | 2658.000 | 694 | 0.722 | 4774 | 92 | 0.769 | 0.261 | 0 | 0 |
| 7213 | 44 | F | 2 | College | NaN | abc | Blue | 37 | 4 | 3 | 3 | 5589.000 | 1336 | 0.944 | 4262 | 75 | 1.027 | 0.239 | 0 | 0 |
| 7214 | 44 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 4 | 2 | 1484.000 | 885 | 0.951 | 4819 | 74 | 0.805 | 0.596 | 0 | 0 |
| 7215 | 57 | F | 3 | Doctorate | Single | abc | Blue | 36 | 5 | 1 | 1 | 1678.000 | 1162 | 0.722 | 4402 | 87 | 0.851 | 0.692 | 0 | 0 |
| 7216 | 34 | F | 2 | Graduate | Divorced | abc | Blue | 25 | 2 | 3 | 4 | 12373.000 | 0 | 0.710 | 2462 | 40 | 0.429 | 0.000 | 1 | 1 |
| 7217 | 52 | M | 2 | NaN | Married | Less than $40K | Blue | 36 | 3 | 3 | 3 | 2846.000 | 1606 | 0.697 | 5092 | 86 | 0.792 | 0.564 | 0 | 0 |
| 7218 | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 6 | 3 | 1 | 1585.000 | 1381 | 0.706 | 2360 | 40 | 0.379 | 0.871 | 1 | 1 |
| 7219 | 42 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 2837.000 | 834 | 0.427 | 3892 | 69 | 0.408 | 0.294 | 0 | 0 |
| 7220 | 51 | F | 4 | Doctorate | Married | Less than $40K | Blue | 43 | 6 | 1 | 2 | 2066.000 | 1077 | 0.715 | 4678 | 91 | 0.655 | 0.521 | 0 | 0 |
| 7221 | 47 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 4 | 4 | 3 | 20789.000 | 0 | 0.820 | 4105 | 67 | 0.718 | 0.000 | 0 | 0 |
| 7222 | 48 | F | 1 | Graduate | Single | Less than $40K | Blue | 35 | 5 | 2 | 2 | 1449.000 | 0 | 0.785 | 4797 | 88 | 0.913 | 0.000 | 0 | 0 |
| 7223 | 39 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 28 | 5 | 3 | 6 | 3911.000 | 0 | 0.897 | 2867 | 42 | 0.556 | 0.000 | 1 | 1 |
| 7224 | 56 | F | 0 | NaN | Married | Less than $40K | Blue | 45 | 5 | 1 | 1 | 1737.000 | 0 | 0.653 | 4611 | 73 | 0.973 | 0.000 | 0 | 0 |
| 7225 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 3 | 4 | 3 | 1815.000 | 557 | 0.672 | 4519 | 76 | 0.854 | 0.307 | 0 | 0 |
| 7226 | 46 | F | 2 | Post-Graduate | Single | abc | Blue | 37 | 1 | 3 | 3 | 4848.000 | 2517 | 0.651 | 2353 | 53 | 0.828 | 0.519 | 1 | 1 |
| 7227 | 46 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 40 | 3 | 3 | 3 | 1592.000 | 925 | 0.804 | 4615 | 90 | 0.667 | 0.581 | 0 | 0 |
| 7228 | 40 | F | 4 | NaN | Single | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1768.000 | 1242 | 0.776 | 4439 | 65 | 0.806 | 0.702 | 0 | 0 |
| 7229 | 44 | F | 2 | Graduate | Single | abc | Blue | 37 | 4 | 3 | 3 | 8128.000 | 2344 | 0.788 | 4251 | 80 | 1.051 | 0.288 | 0 | 0 |
| 7230 | 45 | F | 0 | High School | Single | abc | Blue | 40 | 5 | 4 | 0 | 2557.000 | 1898 | 0.772 | 4808 | 83 | 0.694 | 0.742 | 0 | 0 |
| 7231 | 44 | M | 3 | Graduate | NaN | $60K - $80K | Blue | 39 | 5 | 4 | 3 | 2991.000 | 642 | 0.760 | 4646 | 62 | 0.550 | 0.215 | 0 | 0 |
| 7232 | 49 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 38 | 3 | 4 | 3 | 34516.000 | 0 | 0.482 | 1592 | 35 | 0.346 | 0.000 | 1 | 1 |
| 7233 | 45 | M | 2 | NaN | Married | $80K - $120K | Blue | 36 | 5 | 2 | 3 | 19099.000 | 2517 | 0.628 | 4837 | 77 | 0.750 | 0.132 | 0 | 0 |
| 7234 | 44 | F | 2 | High School | Single | abc | Blue | 37 | 6 | 2 | 1 | 4559.000 | 1680 | 0.628 | 4934 | 76 | 0.949 | 0.369 | 0 | 0 |
| 7235 | 58 | M | 2 | High School | Single | $80K - $120K | Blue | 54 | 6 | 3 | 2 | 22981.000 | 1696 | 0.466 | 4192 | 66 | 0.571 | 0.074 | 0 | 0 |
| 7236 | 38 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2358.000 | 1965 | 0.614 | 4922 | 80 | 0.600 | 0.833 | 0 | 0 |
| 7237 | 48 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 4 | 1 | 22067.000 | 685 | 0.605 | 3577 | 64 | 0.882 | 0.031 | 0 | 0 |
| 7238 | 43 | F | 3 | College | Single | Less than $40K | Blue | 30 | 3 | 3 | 2 | 2023.000 | 1331 | 0.624 | 5098 | 79 | 0.681 | 0.658 | 0 | 0 |
| 7239 | 36 | F | 1 | NaN | Single | abc | Blue | 31 | 6 | 1 | 2 | 2222.000 | 0 | 0.769 | 4095 | 65 | 0.912 | 0.000 | 0 | 0 |
| 7240 | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 1438.300 | 788 | 0.741 | 4297 | 65 | 0.585 | 0.548 | 0 | 0 |
| 7241 | 40 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 4 | 4 | 3 | 8958.000 | 0 | 0.483 | 2131 | 43 | 0.387 | 0.000 | 1 | 1 |
| 7242 | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 21 | 3 | 2 | 1 | 1937.000 | 733 | 0.826 | 4547 | 73 | 0.973 | 0.378 | 0 | 0 |
| 7243 | 40 | M | 3 | NaN | Single | $60K - $80K | Silver | 35 | 6 | 3 | 2 | 25219.000 | 1503 | 0.944 | 4429 | 87 | 0.642 | 0.060 | 0 | 0 |
| 7244 | 36 | M | 3 | NaN | NaN | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 1815.000 | 0 | 0.478 | 2039 | 34 | 0.360 | 0.000 | 1 | 1 |
| 7245 | 60 | F | 0 | Graduate | Married | $40K - $60K | Blue | 48 | 4 | 2 | 1 | 3361.000 | 2473 | 0.895 | 4589 | 69 | 1.029 | 0.736 | 0 | 0 |
| 7246 | 47 | M | 3 | Doctorate | Divorced | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 4786.000 | 1516 | 0.940 | 4973 | 74 | 0.850 | 0.317 | 0 | 0 |
| 7247 | 37 | F | 4 | Graduate | Single | abc | Blue | 31 | 3 | 3 | 2 | 1438.300 | 0 | 0.919 | 5001 | 91 | 0.625 | 0.000 | 0 | 0 |
| 7248 | 51 | F | 1 | Doctorate | Single | Less than $40K | Blue | 40 | 5 | 3 | 2 | 1438.300 | 908 | 0.615 | 4653 | 74 | 0.897 | 0.631 | 0 | 0 |
| 7249 | 42 | F | 1 | Doctorate | Single | Less than $40K | Blue | 35 | 5 | 1 | 3 | 2725.000 | 2444 | 0.959 | 4965 | 85 | 0.809 | 0.897 | 0 | 0 |
| 7250 | 42 | F | 4 | Uneducated | Divorced | abc | Blue | 38 | 6 | 3 | 2 | 10039.000 | 1600 | 0.700 | 4685 | 76 | 0.900 | 0.159 | 0 | 0 |
| 7251 | 45 | F | 5 | Uneducated | Married | abc | Blue | 37 | 3 | 1 | 1 | 2467.000 | 1446 | 0.730 | 5024 | 81 | 0.620 | 0.586 | 0 | 0 |
| 7252 | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 47 | 3 | 1 | 3 | 1438.300 | 0 | 0.775 | 5015 | 68 | 0.789 | 0.000 | 0 | 0 |
| 7253 | 57 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 4 | 2 | 1759.000 | 186 | 0.756 | 2705 | 35 | 0.522 | 0.106 | 1 | 1 |
| 7254 | 46 | M | 5 | Graduate | Married | Less than $40K | Blue | 35 | 6 | 2 | 2 | 2206.000 | 1722 | 0.973 | 4455 | 67 | 0.763 | 0.781 | 0 | 0 |
| 7255 | 35 | F | 1 | NaN | Married | $40K - $60K | Blue | 26 | 6 | 4 | 4 | 2045.000 | 1707 | 0.577 | 2183 | 39 | 0.696 | 0.835 | 1 | 1 |
| 7256 | 54 | F | 2 | NaN | Single | Less than $40K | Blue | 46 | 3 | 2 | 3 | 4170.000 | 641 | 0.815 | 3669 | 67 | 0.595 | 0.154 | 0 | 0 |
| 7257 | 47 | F | 3 | College | Married | Less than $40K | Blue | 36 | 5 | 4 | 2 | 3300.000 | 2517 | 0.940 | 3784 | 55 | 1.115 | 0.763 | 0 | 0 |
| 7258 | 26 | F | 0 | High School | Married | Less than $40K | Blue | 18 | 5 | 3 | 2 | 5422.000 | 682 | 0.892 | 4460 | 62 | 0.676 | 0.126 | 0 | 0 |
| 7259 | 56 | F | 2 | Graduate | Married | abc | Blue | 36 | 6 | 2 | 3 | 2015.000 | 807 | 0.831 | 5209 | 76 | 0.767 | 0.400 | 0 | 0 |
| 7260 | 47 | M | 2 | NaN | Single | $60K - $80K | Blue | 34 | 3 | 3 | 2 | 2048.000 | 1599 | 0.613 | 4855 | 88 | 0.872 | 0.781 | 0 | 0 |
| 7261 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 19 | 6 | 5 | 2 | 2152.000 | 1682 | 1.051 | 4126 | 71 | 0.972 | 0.782 | 0 | 0 |
| 7262 | 44 | F | 4 | Graduate | NaN | Less than $40K | Blue | 39 | 1 | 4 | 2 | 3017.000 | 1868 | 0.722 | 2096 | 50 | 0.471 | 0.619 | 1 | 1 |
| 7263 | 53 | M | 3 | College | Single | $120K + | Silver | 44 | 4 | 4 | 2 | 34516.000 | 1073 | 0.558 | 4485 | 86 | 0.755 | 0.031 | 0 | 0 |
| 7264 | 33 | M | 1 | Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 1819.000 | 725 | 0.737 | 2254 | 45 | 0.406 | 0.399 | 1 | 1 |
| 7265 | 46 | F | 3 | Uneducated | Married | Less than $40K | Blue | 29 | 5 | 1 | 1 | 2228.000 | 1449 | 0.610 | 4382 | 83 | 0.694 | 0.650 | 0 | 0 |
| 7266 | 44 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 3 | 4 | 6 | 2279.000 | 1837 | 0.853 | 2789 | 52 | 0.677 | 0.806 | 1 | 1 |
| 7267 | 48 | F | 4 | High School | Married | $40K - $60K | Blue | 43 | 4 | 2 | 2 | 1438.300 | 0 | 0.722 | 2520 | 45 | 0.452 | 0.000 | 1 | 1 |
| 7268 | 45 | M | 2 | Doctorate | Married | $120K + | Blue | 38 | 4 | 3 | 3 | 1686.000 | 0 | 0.812 | 4413 | 77 | 0.750 | 0.000 | 0 | 0 |
| 7269 | 48 | F | 5 | Graduate | Single | abc | Blue | 35 | 5 | 2 | 3 | 1942.000 | 1488 | 0.816 | 4940 | 88 | 0.796 | 0.766 | 0 | 0 |
| 7270 | 53 | M | 4 | High School | Single | $60K - $80K | Blue | 49 | 5 | 1 | 2 | 3858.000 | 0 | 0.670 | 4472 | 92 | 0.614 | 0.000 | 0 | 0 |
| 7271 | 44 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 32 | 6 | 3 | 2 | 11651.000 | 1368 | 0.563 | 3870 | 64 | 0.561 | 0.117 | 0 | 0 |
| 7272 | 43 | M | 3 | Uneducated | NaN | $40K - $60K | Blue | 38 | 5 | 4 | 2 | 9449.000 | 1914 | 0.870 | 4658 | 93 | 0.722 | 0.203 | 0 | 0 |
| 7273 | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 41 | 2 | 3 | 1 | 3423.000 | 0 | 0.505 | 2229 | 45 | 0.406 | 0.000 | 1 | 1 |
| 7274 | 47 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 6 | 2 | 1 | 2915.000 | 2422 | 0.576 | 4037 | 83 | 0.766 | 0.831 | 0 | 0 |
| 7275 | 50 | F | 3 | Uneducated | Married | abc | Blue | 38 | 4 | 4 | 1 | 11486.000 | 0 | 0.383 | 4918 | 79 | 0.549 | 0.000 | 0 | 0 |
| 7276 | 40 | F | 4 | Doctorate | Married | Less than $40K | Blue | 21 | 1 | 2 | 1 | 2984.000 | 2517 | 0.574 | 2373 | 53 | 0.359 | 0.843 | 1 | 1 |
| 7277 | 37 | F | 3 | High School | Single | Less than $40K | Blue | 29 | 3 | 3 | 3 | 1653.000 | 0 | 0.517 | 2284 | 35 | 0.296 | 0.000 | 1 | 1 |
| 7278 | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2723.000 | 1588 | 0.852 | 4307 | 83 | 0.844 | 0.583 | 0 | 0 |
| 7279 | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 5 | 2 | 3 | 1438.300 | 0 | 0.553 | 4702 | 84 | 0.714 | 0.000 | 0 | 0 |
| 7280 | 43 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1818.000 | 0 | 0.758 | 2279 | 50 | 0.724 | 0.000 | 1 | 1 |
| 7281 | 56 | F | 0 | College | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 4384.000 | 929 | 0.678 | 4792 | 91 | 0.750 | 0.212 | 0 | 0 |
| 7282 | 43 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1824.000 | 0 | 0.797 | 4594 | 86 | 0.654 | 0.000 | 0 | 0 |
| 7283 | 50 | F | 2 | Uneducated | Married | Less than $40K | Blue | 45 | 4 | 1 | 0 | 5452.000 | 540 | 0.539 | 4220 | 66 | 0.737 | 0.099 | 0 | 0 |
| 7284 | 50 | F | 1 | NaN | Single | abc | Blue | 39 | 6 | 3 | 3 | 9248.000 | 0 | 0.613 | 2325 | 45 | 0.552 | 0.000 | 1 | 1 |
| 7285 | 55 | M | 2 | High School | Married | $120K + | Blue | 50 | 3 | 2 | 3 | 17627.000 | 1756 | 0.757 | 4836 | 74 | 0.721 | 0.100 | 0 | 0 |
| 7286 | 27 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 16 | 3 | 1 | 2 | 1438.300 | 0 | 0.469 | 4479 | 70 | 0.628 | 0.000 | 0 | 0 |
| 7287 | 44 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5357.000 | 2139 | 0.499 | 1979 | 48 | 0.655 | 0.399 | 1 | 1 |
| 7288 | 49 | F | 4 | Uneducated | Married | abc | Blue | 38 | 4 | 2 | 1 | 2542.000 | 850 | 0.723 | 4972 | 79 | 0.717 | 0.334 | 0 | 0 |
| 7289 | 51 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 46 | 4 | 1 | 3 | 2275.000 | 1219 | 0.639 | 4807 | 72 | 0.600 | 0.536 | 0 | 0 |
| 7290 | 43 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 33 | 6 | 3 | 1 | 1706.000 | 0 | 0.601 | 2371 | 45 | 0.500 | 0.000 | 1 | 1 |
| 7291 | 54 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 1 | 3591.000 | 2517 | 0.665 | 2313 | 43 | 0.536 | 0.701 | 1 | 1 |
| 7292 | 44 | M | 3 | Graduate | Single | $40K - $60K | Silver | 29 | 5 | 1 | 3 | 19360.000 | 870 | 0.532 | 3966 | 78 | 0.902 | 0.045 | 0 | 0 |
| 7293 | 56 | F | 4 | NaN | Married | Less than $40K | Blue | 44 | 3 | 3 | 2 | 1707.000 | 0 | 0.683 | 4846 | 80 | 0.569 | 0.000 | 0 | 0 |
| 7294 | 53 | M | 4 | NaN | Single | Less than $40K | Blue | 43 | 6 | 3 | 1 | 3844.000 | 2079 | 0.755 | 4271 | 56 | 0.806 | 0.541 | 0 | 0 |
| 7295 | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 39 | 6 | 4 | 1 | 2851.000 | 0 | 0.482 | 3916 | 64 | 0.829 | 0.000 | 0 | 0 |
| 7296 | 49 | F | 3 | High School | Married | Less than $40K | Blue | 45 | 3 | 2 | 3 | 2951.000 | 2437 | 0.765 | 2519 | 36 | 0.565 | 0.826 | 1 | 1 |
| 7297 | 38 | F | 1 | Doctorate | Married | Less than $40K | Blue | 28 | 6 | 1 | 1 | 1438.300 | 0 | 0.813 | 4475 | 74 | 0.644 | 0.000 | 0 | 0 |
| 7298 | 54 | M | 1 | College | Single | $120K + | Blue | 37 | 6 | 2 | 3 | 9090.000 | 2517 | 0.661 | 2239 | 43 | 0.720 | 0.277 | 1 | 1 |
| 7299 | 45 | M | 5 | Graduate | Married | $120K + | Blue | 26 | 6 | 3 | 2 | 34516.000 | 797 | 1.133 | 3643 | 59 | 1.034 | 0.023 | 0 | 0 |
| 7300 | 53 | M | 2 | NaN | Married | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 1837.000 | 875 | 0.580 | 2169 | 43 | 0.654 | 0.476 | 1 | 1 |
| 7301 | 48 | F | 4 | Graduate | Single | abc | Blue | 40 | 3 | 3 | 3 | 2300.000 | 1906 | 0.803 | 4538 | 71 | 0.868 | 0.829 | 0 | 0 |
| 7302 | 36 | F | 1 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 1 | 3 | 2611.000 | 537 | 0.848 | 5121 | 83 | 0.804 | 0.206 | 0 | 0 |
| 7303 | 40 | M | 4 | NaN | NaN | $80K - $120K | Blue | 27 | 4 | 3 | 2 | 22863.000 | 927 | 0.569 | 4071 | 69 | 0.725 | 0.041 | 0 | 0 |
| 7304 | 53 | F | 3 | NaN | Married | $40K - $60K | Blue | 46 | 6 | 3 | 1 | 2192.000 | 1146 | 0.622 | 4756 | 85 | 0.735 | 0.523 | 0 | 0 |
| 7305 | 40 | F | 2 | High School | Divorced | Less than $40K | Blue | 28 | 4 | 6 | 3 | 2917.000 | 1310 | 0.757 | 4736 | 79 | 0.795 | 0.449 | 0 | 0 |
| 7306 | 41 | F | 3 | High School | Single | $40K - $60K | Blue | 31 | 3 | 3 | 2 | 1438.300 | 913 | 0.981 | 4300 | 68 | 0.619 | 0.635 | 0 | 0 |
| 7307 | 37 | F | 3 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 2 | 2 | 1784.000 | 577 | 0.542 | 2348 | 47 | 0.516 | 0.323 | 1 | 1 |
| 7308 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 4 | 1 | 8919.000 | 2231 | 0.562 | 3923 | 73 | 1.028 | 0.250 | 0 | 0 |
| 7309 | 52 | F | 2 | Uneducated | Single | Less than $40K | Blue | 37 | 4 | 3 | 1 | 2164.000 | 0 | 0.688 | 5282 | 80 | 0.818 | 0.000 | 0 | 0 |
| 7310 | 48 | F | 2 | NaN | Single | abc | Blue | 38 | 4 | 4 | 3 | 2792.000 | 1375 | 0.854 | 4364 | 62 | 0.879 | 0.492 | 0 | 0 |
| 7311 | 60 | F | 0 | College | Married | Less than $40K | Blue | 49 | 5 | 3 | 3 | 1634.000 | 1155 | 0.874 | 4522 | 83 | 0.766 | 0.707 | 0 | 0 |
| 7312 | 39 | F | 1 | College | Single | Less than $40K | Blue | 32 | 4 | 2 | 3 | 2144.000 | 1557 | 0.775 | 4571 | 85 | 0.848 | 0.726 | 0 | 0 |
| 7313 | 37 | M | 2 | NaN | Single | $40K - $60K | Blue | 26 | 4 | 1 | 2 | 3664.000 | 1449 | 0.712 | 4413 | 65 | 0.548 | 0.395 | 0 | 0 |
| 7314 | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 27 | 5 | 3 | 1 | 4788.000 | 1088 | 0.808 | 4438 | 78 | 0.950 | 0.227 | 0 | 0 |
| 7315 | 34 | F | 3 | College | Married | Less than $40K | Blue | 23 | 3 | 3 | 3 | 2164.000 | 1176 | 0.835 | 5075 | 71 | 0.868 | 0.543 | 0 | 0 |
| 7316 | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 43 | 5 | 4 | 2 | 1532.000 | 1183 | 0.617 | 4359 | 78 | 0.857 | 0.772 | 0 | 0 |
| 7317 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 5 | 1883.000 | 400 | 0.528 | 1954 | 45 | 0.500 | 0.212 | 1 | 1 |
| 7318 | 44 | F | 3 | Doctorate | Single | $40K - $60K | Blue | 40 | 4 | 1 | 3 | 3659.000 | 1356 | 0.715 | 4861 | 74 | 0.762 | 0.371 | 0 | 0 |
| 7319 | 47 | F | 2 | High School | Married | Less than $40K | Blue | 37 | 6 | 1 | 1 | 2946.000 | 2338 | 0.580 | 4717 | 70 | 0.628 | 0.794 | 0 | 0 |
| 7320 | 45 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 5 | 1 | 0 | 2697.000 | 2216 | 0.681 | 4063 | 75 | 0.786 | 0.822 | 0 | 0 |
| 7321 | 47 | F | 1 | Graduate | Single | abc | Blue | 40 | 3 | 1 | 3 | 3811.000 | 1970 | 0.828 | 3578 | 76 | 0.689 | 0.517 | 0 | 0 |
| 7322 | 35 | F | 2 | Graduate | Married | $40K - $60K | Blue | 27 | 5 | 2 | 3 | 1613.000 | 1085 | 0.659 | 5000 | 85 | 0.848 | 0.673 | 0 | 0 |
| 7323 | 42 | F | 4 | College | Married | Less than $40K | Blue | 27 | 6 | 2 | 1 | 2043.000 | 0 | 1.019 | 5198 | 77 | 0.711 | 0.000 | 0 | 0 |
| 7324 | 47 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 29 | 1 | 2 | 4 | 1684.000 | 644 | 0.723 | 2164 | 36 | 0.714 | 0.382 | 1 | 1 |
| 7325 | 47 | F | 5 | Uneducated | NaN | abc | Blue | 34 | 4 | 1 | 3 | 3127.000 | 2094 | 0.709 | 4518 | 86 | 0.830 | 0.670 | 0 | 0 |
| 7326 | 47 | M | 2 | College | Married | $40K - $60K | Blue | 43 | 3 | 4 | 1 | 7106.000 | 736 | 0.687 | 5192 | 75 | 0.562 | 0.104 | 0 | 0 |
| 7327 | 50 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 35 | 4 | 3 | 1 | 2784.000 | 2458 | 0.798 | 4904 | 81 | 0.800 | 0.883 | 0 | 0 |
| 7328 | 51 | F | 3 | High School | Single | $40K - $60K | Blue | 38 | 5 | 3 | 1 | 5536.000 | 0 | 0.695 | 4281 | 82 | 0.822 | 0.000 | 0 | 0 |
| 7329 | 45 | F | 3 | College | Married | Less than $40K | Blue | 35 | 3 | 2 | 2 | 1717.000 | 1156 | 0.647 | 4301 | 64 | 0.641 | 0.673 | 0 | 0 |
| 7330 | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 38 | 3 | 3 | 2 | 1438.300 | 0 | 0.198 | 1687 | 38 | 0.226 | 0.000 | 1 | 1 |
| 7331 | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 1866.000 | 0 | 0.798 | 2833 | 42 | 0.355 | 0.000 | 1 | 1 |
| 7332 | 52 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 4 | 1 | 2516.000 | 1268 | 0.751 | 4461 | 80 | 0.818 | 0.504 | 0 | 0 |
| 7333 | 45 | F | 2 | College | Divorced | $40K - $60K | Blue | 39 | 4 | 3 | 4 | 3076.000 | 0 | 0.734 | 2580 | 50 | 0.429 | 0.000 | 1 | 1 |
| 7334 | 48 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 7514.000 | 0 | 0.514 | 4789 | 69 | 0.408 | 0.000 | 0 | 0 |
| 7335 | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 4 | 2 | 2804.000 | 1782 | 0.698 | 4357 | 69 | 0.605 | 0.636 | 0 | 0 |
| 7336 | 58 | F | 1 | Post-Graduate | Divorced | Less than $40K | Blue | 52 | 4 | 1 | 3 | 1817.000 | 0 | 0.503 | 2347 | 45 | 0.452 | 0.000 | 1 | 1 |
| 7337 | 43 | F | 3 | High School | Married | Less than $40K | Blue | 28 | 3 | 3 | 2 | 2590.000 | 0 | 0.630 | 3391 | 66 | 0.833 | 0.000 | 0 | 0 |
| 7338 | 39 | F | 2 | College | Single | $40K - $60K | Blue | 29 | 5 | 3 | 1 | 4938.000 | 1593 | 0.700 | 4516 | 82 | 0.783 | 0.323 | 0 | 0 |
| 7339 | 53 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 5 | 1 | 1 | 19940.000 | 2018 | 0.420 | 4694 | 75 | 0.786 | 0.101 | 0 | 0 |
| 7340 | 52 | F | 0 | Graduate | Single | abc | Blue | 36 | 3 | 4 | 1 | 12366.000 | 0 | 0.738 | 4880 | 76 | 0.900 | 0.000 | 0 | 0 |
| 7341 | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 2583.000 | 2235 | 0.508 | 4500 | 83 | 0.509 | 0.865 | 0 | 0 |
| 7342 | 62 | F | 0 | Graduate | Single | Less than $40K | Blue | 53 | 5 | 2 | 2 | 2616.000 | 801 | 0.719 | 4655 | 68 | 0.511 | 0.306 | 0 | 0 |
| 7343 | 52 | F | 3 | NaN | Single | $40K - $60K | Blue | 45 | 5 | 3 | 1 | 6053.000 | 577 | 0.850 | 5035 | 64 | 1.370 | 0.095 | 0 | 0 |
| 7344 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1708.000 | 0 | 0.443 | 1992 | 38 | 0.357 | 0.000 | 1 | 1 |
| 7345 | 49 | F | 4 | NaN | Married | Less than $40K | Blue | 33 | 3 | 2 | 1 | 2393.000 | 1667 | 0.974 | 3768 | 79 | 0.681 | 0.697 | 0 | 0 |
| 7346 | 53 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 46 | 5 | 4 | 3 | 3424.000 | 1333 | 0.667 | 4485 | 61 | 0.694 | 0.389 | 0 | 0 |
| 7347 | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2640.000 | 2133 | 1.008 | 4956 | 72 | 0.846 | 0.808 | 0 | 0 |
| 7348 | 59 | F | 0 | NaN | Single | $40K - $60K | Blue | 42 | 6 | 2 | 2 | 1931.000 | 1409 | 0.887 | 4797 | 65 | 0.625 | 0.730 | 0 | 0 |
| 7349 | 50 | M | 2 | NaN | Single | $120K + | Blue | 38 | 4 | 4 | 2 | 2123.000 | 995 | 0.626 | 4516 | 78 | 0.625 | 0.469 | 0 | 0 |
| 7350 | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 44 | 3 | 4 | 2 | 1606.000 | 0 | 0.763 | 2258 | 37 | 0.609 | 0.000 | 1 | 1 |
| 7351 | 41 | M | 4 | Graduate | Married | $60K - $80K | Blue | 26 | 5 | 2 | 2 | 5633.000 | 1395 | 0.542 | 3695 | 75 | 0.630 | 0.248 | 0 | 0 |
| 7352 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 2 | 2 | 1438.300 | 740 | 0.698 | 4970 | 87 | 0.933 | 0.514 | 0 | 0 |
| 7353 | 50 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 6 | 2 | 3 | 2590.000 | 2087 | 0.700 | 4248 | 73 | 0.780 | 0.806 | 0 | 0 |
| 7354 | 43 | M | 5 | NaN | Single | $60K - $80K | Blue | 24 | 3 | 1 | 3 | 4556.000 | 0 | 0.961 | 4273 | 82 | 0.640 | 0.000 | 0 | 0 |
| 7355 | 47 | F | 4 | High School | Married | abc | Blue | 39 | 6 | 4 | 0 | 1537.000 | 0 | 0.712 | 4234 | 75 | 0.786 | 0.000 | 0 | 0 |
| 7356 | 55 | M | 3 | High School | Single | $60K - $80K | Blue | 47 | 3 | 2 | 2 | 1602.000 | 962 | 0.834 | 4873 | 97 | 0.764 | 0.600 | 0 | 0 |
| 7357 | 50 | F | 4 | Graduate | Married | Less than $40K | Blue | 31 | 4 | 2 | 1 | 2080.000 | 1799 | 0.651 | 5130 | 82 | 0.864 | 0.865 | 0 | 0 |
| 7358 | 46 | F | 2 | NaN | Single | abc | Blue | 34 | 6 | 3 | 1 | 7565.000 | 887 | 0.810 | 4683 | 87 | 0.642 | 0.117 | 0 | 0 |
| 7359 | 47 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 29 | 5 | 2 | 3 | 4786.000 | 1553 | 0.610 | 5039 | 76 | 0.810 | 0.324 | 0 | 0 |
| 7360 | 53 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 4 | 2 | 3 | 2375.000 | 1353 | 0.804 | 5000 | 76 | 0.617 | 0.570 | 0 | 0 |
| 7361 | 48 | F | 2 | High School | Married | abc | Blue | 37 | 3 | 2 | 2 | 8446.000 | 908 | 0.604 | 4240 | 67 | 0.763 | 0.108 | 0 | 0 |
| 7362 | 60 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 4 | 3 | 1977.000 | 545 | 0.901 | 4393 | 72 | 0.946 | 0.276 | 0 | 0 |
| 7363 | 42 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 13908.000 | 0 | 0.719 | 4319 | 81 | 0.976 | 0.000 | 0 | 0 |
| 7364 | 52 | F | 2 | Graduate | Married | $40K - $60K | Silver | 42 | 3 | 3 | 2 | 19220.000 | 0 | 0.997 | 4642 | 81 | 0.761 | 0.000 | 0 | 0 |
| 7365 | 44 | F | 5 | High School | Single | Less than $40K | Blue | 30 | 3 | 3 | 1 | 2709.000 | 1726 | 0.698 | 5056 | 89 | 0.780 | 0.637 | 0 | 0 |
| 7366 | 38 | M | 1 | High School | Single | $60K - $80K | Blue | 33 | 5 | 4 | 1 | 1503.000 | 879 | 0.776 | 4439 | 77 | 0.604 | 0.585 | 0 | 0 |
| 7367 | 51 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 5 | 2 | 2 | 9186.000 | 0 | 0.658 | 4986 | 88 | 0.760 | 0.000 | 0 | 0 |
| 7368 | 50 | F | 0 | Graduate | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 2165.000 | 1392 | 0.734 | 4194 | 72 | 0.946 | 0.643 | 0 | 0 |
| 7369 | 41 | F | 4 | High School | Single | abc | Blue | 36 | 4 | 2 | 3 | 1438.300 | 0 | 0.585 | 5020 | 85 | 0.700 | 0.000 | 0 | 0 |
| 7370 | 61 | F | 1 | College | Single | abc | Blue | 50 | 4 | 4 | 1 | 6673.000 | 2458 | 0.625 | 4141 | 82 | 0.547 | 0.368 | 0 | 0 |
| 7371 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 42 | 3 | 1 | 1 | 2404.000 | 1109 | 0.639 | 4519 | 72 | 0.636 | 0.461 | 0 | 0 |
| 7372 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 4 | 3 | 2 | 1666.000 | 0 | 0.920 | 2816 | 38 | 0.520 | 0.000 | 1 | 1 |
| 7373 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 1 | 3 | 8228.000 | 1935 | 0.627 | 4933 | 68 | 0.545 | 0.235 | 0 | 0 |
| 7374 | 54 | F | 0 | Doctorate | Single | Less than $40K | Blue | 43 | 4 | 1 | 3 | 3186.000 | 968 | 0.696 | 4077 | 75 | 0.630 | 0.304 | 0 | 0 |
| 7375 | 53 | F | 1 | Uneducated | Married | Less than $40K | Blue | 41 | 4 | 2 | 2 | 2596.000 | 868 | 0.743 | 4801 | 72 | 0.714 | 0.334 | 0 | 0 |
| 7376 | 43 | F | 3 | High School | Divorced | Less than $40K | Blue | 24 | 4 | 2 | 2 | 1662.000 | 613 | 0.868 | 2326 | 31 | 0.550 | 0.369 | 1 | 1 |
| 7377 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 27 | 6 | 2 | 2 | 2053.000 | 0 | 0.866 | 3053 | 50 | 0.562 | 0.000 | 1 | 1 |
| 7378 | 32 | F | 2 | Uneducated | Single | abc | Blue | 25 | 3 | 2 | 1 | 3193.000 | 1533 | 0.936 | 4419 | 75 | 0.786 | 0.480 | 0 | 0 |
| 7379 | 45 | F | 4 | Graduate | Married | Less than $40K | Blue | 41 | 5 | 1 | 2 | 1927.000 | 1337 | 0.667 | 5127 | 81 | 0.653 | 0.694 | 0 | 0 |
| 7380 | 39 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 27 | 3 | 3 | 3 | 2821.000 | 725 | 0.704 | 2397 | 35 | 0.296 | 0.257 | 1 | 1 |
| 7381 | 48 | M | 4 | High School | Married | $60K - $80K | Blue | 42 | 5 | 4 | 3 | 3879.000 | 1214 | 0.924 | 5158 | 79 | 0.681 | 0.313 | 0 | 0 |
| 7382 | 56 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 1971.000 | 922 | 0.762 | 4827 | 84 | 0.867 | 0.468 | 0 | 0 |
| 7383 | 48 | F | 2 | Graduate | Married | abc | Blue | 35 | 3 | 1 | 1 | 1755.000 | 1058 | 0.697 | 4719 | 90 | 0.800 | 0.603 | 0 | 0 |
| 7384 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2031.000 | 1720 | 0.713 | 2702 | 32 | 0.778 | 0.847 | 1 | 1 |
| 7385 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 5 | 2 | 0 | 2330.000 | 1584 | 0.780 | 3917 | 71 | 0.651 | 0.680 | 0 | 0 |
| 7386 | 46 | F | 3 | College | Married | Less than $40K | Blue | 40 | 6 | 4 | 2 | 1438.300 | 0 | 0.714 | 4283 | 88 | 0.833 | 0.000 | 0 | 0 |
| 7387 | 59 | M | 2 | High School | Divorced | Less than $40K | Blue | 51 | 6 | 5 | 3 | 1438.300 | 0 | 0.734 | 2589 | 49 | 0.690 | 0.000 | 1 | 1 |
| 7388 | 60 | M | 1 | Graduate | Married | $120K + | Blue | 46 | 6 | 3 | 1 | 5130.000 | 2048 | 0.776 | 4601 | 88 | 0.760 | 0.399 | 0 | 0 |
| 7389 | 54 | F | 2 | Graduate | Married | abc | Blue | 42 | 4 | 1 | 1 | 11794.000 | 1018 | 0.898 | 5547 | 87 | 0.706 | 0.086 | 0 | 0 |
| 7390 | 50 | M | 1 | NaN | Single | $60K - $80K | Blue | 38 | 4 | 3 | 3 | 7603.000 | 744 | 0.711 | 2497 | 42 | 0.273 | 0.098 | 1 | 1 |
| 7391 | 41 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 3606.000 | 0 | 0.370 | 1829 | 41 | 0.519 | 0.000 | 1 | 1 |
| 7392 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 1 | 5153.000 | 1378 | 0.744 | 4274 | 81 | 0.723 | 0.267 | 0 | 0 |
| 7393 | 47 | F | 3 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2500.000 | 1169 | 0.638 | 4265 | 87 | 0.812 | 0.468 | 0 | 0 |
| 7394 | 42 | M | 4 | Graduate | Single | $40K - $60K | Blue | 33 | 5 | 3 | 2 | 2654.000 | 1489 | 0.668 | 4767 | 82 | 0.673 | 0.561 | 0 | 0 |
| 7395 | 35 | F | 3 | College | Single | Less than $40K | Blue | 25 | 4 | 3 | 2 | 3611.000 | 2517 | 0.537 | 2178 | 45 | 0.552 | 0.697 | 1 | 1 |
| 7396 | 47 | F | 4 | NaN | Married | abc | Blue | 42 | 5 | 2 | 3 | 1882.000 | 1143 | 0.638 | 4536 | 85 | 0.889 | 0.607 | 0 | 0 |
| 7397 | 47 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 3 | 1 | 2 | 7421.000 | 0 | 0.708 | 4353 | 75 | 0.786 | 0.000 | 0 | 0 |
| 7398 | 44 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 3 | 2 | 2 | 4606.000 | 1556 | 0.676 | 4363 | 78 | 0.660 | 0.338 | 0 | 0 |
| 7399 | 32 | F | 0 | High School | Divorced | abc | Blue | 25 | 5 | 3 | 1 | 12268.000 | 1165 | 0.832 | 4905 | 82 | 0.822 | 0.095 | 0 | 0 |
| 7400 | 50 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 42 | 6 | 1 | 1 | 9873.000 | 1276 | 0.791 | 4613 | 82 | 0.745 | 0.129 | 0 | 0 |
| 7401 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 5 | 1 | 3 | 1555.000 | 1366 | 0.704 | 5490 | 86 | 0.755 | 0.878 | 0 | 0 |
| 7402 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 2160.000 | 0 | 0.645 | 2360 | 56 | 0.647 | 0.000 | 1 | 1 |
| 7403 | 38 | M | 0 | NaN | Married | $60K - $80K | Blue | 26 | 5 | 2 | 1 | 3809.000 | 1521 | 0.692 | 4666 | 69 | 0.865 | 0.399 | 0 | 0 |
| 7404 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 33 | 3 | 3 | 3 | 5362.000 | 1984 | 0.664 | 3851 | 87 | 0.642 | 0.370 | 0 | 0 |
| 7405 | 43 | F | 1 | Graduate | NaN | Less than $40K | Blue | 32 | 4 | 4 | 3 | 1834.000 | 1416 | 0.868 | 5653 | 79 | 0.927 | 0.772 | 0 | 0 |
| 7406 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 4 | 2 | 2577.000 | 879 | 0.740 | 5021 | 75 | 0.744 | 0.341 | 0 | 0 |
| 7407 | 47 | M | 5 | Graduate | Single | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2721.000 | 1264 | 0.796 | 4557 | 71 | 0.972 | 0.465 | 0 | 0 |
| 7408 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 3 | 2 | 2 | 2925.000 | 2065 | 0.692 | 3913 | 47 | 1.474 | 0.706 | 0 | 0 |
| 7409 | 44 | F | 5 | Graduate | NaN | Less than $40K | Blue | 39 | 6 | 3 | 2 | 1545.000 | 0 | 0.749 | 2646 | 39 | 0.444 | 0.000 | 1 | 1 |
| 7410 | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 3 | 3 | 1 | 2212.000 | 0 | 0.942 | 2394 | 55 | 0.897 | 0.000 | 1 | 1 |
| 7411 | 46 | M | 2 | High School | Single | $120K + | Blue | 36 | 3 | 1 | 3 | 13001.000 | 1482 | 0.552 | 3671 | 55 | 0.528 | 0.114 | 0 | 0 |
| 7412 | 36 | F | 3 | Uneducated | Single | Less than $40K | Blue | 22 | 3 | 3 | 1 | 2784.000 | 2378 | 0.525 | 2021 | 57 | 0.676 | 0.854 | 1 | 0 |
| 7413 | 50 | M | 1 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 4 | 3 | 2 | 2317.000 | 0 | 0.734 | 2214 | 41 | 0.519 | 0.000 | 1 | 1 |
| 7414 | 41 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 5 | 2 | 0 | 1867.000 | 970 | 0.828 | 4537 | 60 | 1.000 | 0.520 | 0 | 0 |
| 7415 | 50 | F | 0 | Doctorate | Single | Less than $40K | Blue | 38 | 4 | 3 | 3 | 2595.000 | 2353 | 0.924 | 2526 | 41 | 0.577 | 0.907 | 1 | 1 |
| 7416 | 46 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1438.300 | 0 | 0.906 | 4311 | 77 | 0.833 | 0.000 | 0 | 0 |
| 7417 | 46 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 6 | 1 | 2 | 1696.000 | 1177 | 0.686 | 4410 | 84 | 0.826 | 0.694 | 0 | 0 |
| 7418 | 46 | F | 1 | Graduate | Married | abc | Blue | 24 | 3 | 3 | 2 | 2694.000 | 1576 | 0.494 | 2041 | 57 | 0.900 | 0.585 | 1 | 1 |
| 7419 | 51 | F | 4 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 4 | 2791.000 | 940 | 0.813 | 2584 | 49 | 0.441 | 0.337 | 1 | 1 |
| 7420 | 51 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2146.000 | 967 | 0.569 | 4253 | 74 | 0.721 | 0.451 | 0 | 0 |
| 7421 | 61 | M | 0 | Uneducated | Married | $80K - $120K | Blue | 43 | 3 | 3 | 5 | 1438.300 | 0 | 0.700 | 1958 | 47 | 0.424 | 0.000 | 1 | 1 |
| 7422 | 38 | F | 2 | College | Married | abc | Blue | 36 | 6 | 1 | 2 | 1438.300 | 730 | 0.921 | 4583 | 67 | 0.914 | 0.508 | 0 | 0 |
| 7423 | 44 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 38 | 3 | 2 | 2 | 4269.000 | 1852 | 0.682 | 4178 | 75 | 0.630 | 0.434 | 0 | 0 |
| 7424 | 45 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 3 | 6 | 1 | 4195.000 | 2440 | 0.889 | 4430 | 72 | 0.714 | 0.582 | 0 | 0 |
| 7425 | 48 | F | 1 | College | Married | Less than $40K | Blue | 38 | 5 | 2 | 2 | 1832.000 | 748 | 0.879 | 4376 | 87 | 0.812 | 0.408 | 0 | 0 |
| 7426 | 37 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 3 | 2 | 1 | 2588.000 | 1782 | 0.546 | 4159 | 83 | 0.766 | 0.689 | 0 | 0 |
| 7427 | 63 | F | 0 | NaN | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 4847.000 | 1856 | 0.610 | 4712 | 76 | 0.810 | 0.383 | 0 | 0 |
| 7428 | 46 | F | 4 | College | Married | $40K - $60K | Blue | 33 | 4 | 1 | 1 | 2423.000 | 429 | 0.625 | 4717 | 80 | 0.739 | 0.177 | 0 | 0 |
| 7429 | 50 | F | 0 | Uneducated | Single | $40K - $60K | Blue | 41 | 6 | 2 | 3 | 7507.000 | 1697 | 1.098 | 4651 | 71 | 1.029 | 0.226 | 0 | 0 |
| 7430 | 51 | M | 2 | College | Married | $120K + | Blue | 43 | 5 | 2 | 3 | 5232.000 | 1923 | 0.629 | 4976 | 93 | 0.661 | 0.368 | 0 | 0 |
| 7431 | 43 | F | 3 | Uneducated | Single | abc | Blue | 32 | 5 | 1 | 1 | 1438.300 | 491 | 0.494 | 5016 | 86 | 0.593 | 0.341 | 0 | 0 |
| 7432 | 47 | F | 1 | High School | Married | abc | Blue | 43 | 4 | 2 | 2 | 1828.000 | 1517 | 0.661 | 4542 | 82 | 0.577 | 0.830 | 0 | 0 |
| 7433 | 49 | F | 5 | Graduate | Married | abc | Blue | 43 | 4 | 3 | 2 | 2557.000 | 2351 | 0.807 | 4342 | 73 | 1.147 | 0.919 | 0 | 0 |
| 7434 | 42 | F | 2 | College | Divorced | Less than $40K | Blue | 33 | 3 | 3 | 1 | 2283.000 | 1690 | 0.874 | 4377 | 64 | 0.488 | 0.740 | 0 | 0 |
| 7435 | 35 | F | 4 | High School | Single | Less than $40K | Blue | 25 | 5 | 2 | 3 | 2684.000 | 1658 | 0.669 | 4657 | 76 | 1.000 | 0.618 | 0 | 0 |
| 7436 | 38 | F | 1 | Graduate | Married | abc | Blue | 31 | 3 | 1 | 3 | 7234.000 | 0 | 0.899 | 5198 | 75 | 1.083 | 0.000 | 0 | 0 |
| 7437 | 37 | F | 2 | College | Single | $40K - $60K | Blue | 26 | 3 | 2 | 3 | 1438.300 | 743 | 0.561 | 4730 | 80 | 0.778 | 0.517 | 0 | 0 |
| 7438 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2730.000 | 1303 | 1.308 | 4750 | 76 | 0.900 | 0.477 | 0 | 0 |
| 7439 | 50 | F | 3 | High School | Married | abc | Blue | 38 | 4 | 2 | 1 | 2808.000 | 1720 | 0.836 | 5137 | 81 | 0.723 | 0.613 | 0 | 0 |
| 7440 | 42 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 6 | 1 | 1 | 6275.000 | 0 | 0.790 | 4308 | 75 | 0.786 | 0.000 | 0 | 0 |
| 7441 | 43 | F | 4 | College | NaN | $40K - $60K | Blue | 39 | 4 | 1 | 3 | 1438.300 | 0 | 0.680 | 4528 | 83 | 1.128 | 0.000 | 0 | 0 |
| 7442 | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 4 | 2 | 2 | 10834.000 | 0 | 0.522 | 2249 | 51 | 0.594 | 0.000 | 1 | 1 |
| 7443 | 44 | F | 1 | College | Married | Less than $40K | Blue | 33 | 5 | 1 | 3 | 1522.000 | 0 | 0.783 | 4835 | 70 | 0.489 | 0.000 | 0 | 0 |
| 7444 | 48 | F | 4 | Doctorate | Single | abc | Blue | 39 | 6 | 1 | 1 | 2845.000 | 919 | 0.652 | 2635 | 43 | 1.263 | 0.323 | 0 | 1 |
| 7445 | 41 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 3 | 2329.000 | 1271 | 0.729 | 4382 | 70 | 0.667 | 0.546 | 0 | 0 |
| 7446 | 47 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 34 | 5 | 1 | 3 | 2099.000 | 1164 | 0.717 | 4471 | 80 | 0.667 | 0.555 | 0 | 0 |
| 7447 | 42 | F | 2 | Uneducated | Married | abc | Blue | 37 | 6 | 1 | 1 | 5099.000 | 958 | 0.607 | 4025 | 73 | 0.521 | 0.188 | 0 | 0 |
| 7448 | 54 | F | 4 | Graduate | Married | abc | Blue | 43 | 3 | 2 | 3 | 3805.000 | 821 | 0.807 | 4326 | 67 | 0.811 | 0.216 | 0 | 0 |
| 7449 | 47 | F | 2 | High School | Married | abc | Blue | 32 | 3 | 2 | 1 | 11438.000 | 0 | 0.815 | 4346 | 90 | 0.915 | 0.000 | 0 | 0 |
| 7450 | 43 | F | 3 | Graduate | Single | $40K - $60K | Blue | 33 | 4 | 3 | 3 | 2434.000 | 1169 | 0.689 | 4739 | 76 | 0.810 | 0.480 | 0 | 0 |
| 7451 | 44 | F | 3 | Graduate | Single | abc | Blue | 37 | 3 | 2 | 1 | 4703.000 | 1555 | 0.932 | 4127 | 89 | 0.648 | 0.331 | 0 | 0 |
| 7452 | 44 | F | 5 | High School | Married | abc | Blue | 36 | 4 | 3 | 2 | 5254.000 | 2507 | 0.751 | 4501 | 64 | 0.641 | 0.477 | 0 | 1 |
| 7453 | 45 | F | 5 | Doctorate | Married | Less than $40K | Blue | 34 | 4 | 2 | 2 | 1438.300 | 491 | 0.708 | 4376 | 84 | 0.787 | 0.341 | 0 | 0 |
| 7454 | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 26 | 5 | 3 | 0 | 2206.000 | 1110 | 0.746 | 5196 | 92 | 0.614 | 0.503 | 0 | 0 |
| 7455 | 50 | F | 2 | College | Married | $40K - $60K | Blue | 37 | 6 | 2 | 1 | 3600.000 | 1904 | 0.720 | 4946 | 75 | 0.531 | 0.529 | 0 | 0 |
| 7456 | 46 | M | 2 | High School | NaN | $60K - $80K | Blue | 42 | 3 | 3 | 2 | 7116.000 | 693 | 0.759 | 4759 | 81 | 0.841 | 0.097 | 0 | 0 |
| 7457 | 37 | F | 3 | College | Married | Less than $40K | Blue | 28 | 4 | 2 | 1 | 1788.000 | 0 | 1.001 | 3511 | 56 | 0.931 | 0.000 | 0 | 1 |
| 7458 | 60 | F | 0 | Doctorate | Married | abc | Blue | 51 | 4 | 1 | 3 | 7508.000 | 2148 | 0.890 | 4950 | 70 | 0.707 | 0.286 | 0 | 0 |
| 7459 | 39 | F | 5 | NaN | Married | $40K - $60K | Blue | 31 | 3 | 3 | 6 | 3333.000 | 1867 | 0.947 | 3348 | 50 | 0.282 | 0.560 | 1 | 1 |
| 7460 | 50 | F | 2 | Graduate | Married | abc | Blue | 31 | 5 | 1 | 3 | 13745.000 | 0 | 0.530 | 4432 | 61 | 0.605 | 0.000 | 0 | 0 |
| 7461 | 34 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 4 | 5021.000 | 2517 | 0.587 | 2270 | 40 | 0.481 | 0.501 | 1 | 1 |
| 7462 | 43 | M | 2 | Graduate | Married | $40K - $60K | Blue | 34 | 3 | 2 | 1 | 4396.000 | 0 | 0.592 | 4771 | 78 | 1.053 | 0.000 | 0 | 0 |
| 7463 | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 2 | 2 | 2558.000 | 0 | 0.728 | 4635 | 82 | 0.640 | 0.000 | 0 | 0 |
| 7464 | 30 | F | 0 | College | Single | abc | Blue | 18 | 4 | 2 | 3 | 9641.000 | 0 | 0.907 | 4710 | 75 | 0.667 | 0.000 | 0 | 0 |
| 7465 | 38 | F | 1 | Uneducated | Married | abc | Blue | 36 | 3 | 3 | 1 | 12621.000 | 912 | 0.640 | 4945 | 78 | 0.560 | 0.072 | 0 | 0 |
| 7466 | 40 | M | 3 | Doctorate | Married | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 2313.000 | 0 | 0.673 | 2249 | 42 | 0.312 | 0.000 | 1 | 1 |
| 7467 | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 1 | 3 | 1438.300 | 1183 | 0.841 | 4551 | 65 | 0.667 | 0.822 | 0 | 0 |
| 7468 | 44 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 3 | 2 | 1791.000 | 1314 | 0.725 | 5109 | 79 | 0.756 | 0.734 | 0 | 0 |
| 7469 | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 44 | 3 | 3 | 2 | 2300.000 | 1598 | 0.813 | 4287 | 84 | 0.714 | 0.695 | 0 | 0 |
| 7470 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 2526.000 | 2048 | 0.716 | 4267 | 72 | 0.800 | 0.811 | 0 | 0 |
| 7471 | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 4 | 3 | 2 | 2918.000 | 0 | 0.559 | 2056 | 54 | 0.459 | 0.000 | 1 | 1 |
| 7472 | 53 | F | 2 | Graduate | Single | abc | Blue | 49 | 4 | 2 | 3 | 6074.000 | 0 | 0.697 | 4303 | 77 | 0.674 | 0.000 | 0 | 0 |
| 7473 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 37 | 5 | 1 | 2 | 4995.000 | 1766 | 0.760 | 4389 | 82 | 0.864 | 0.354 | 0 | 0 |
| 7474 | 34 | M | 2 | Graduate | Married | $40K - $60K | Blue | 17 | 6 | 2 | 1 | 3323.000 | 1062 | 0.729 | 4610 | 78 | 0.773 | 0.320 | 0 | 0 |
| 7475 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 48 | 3 | 1 | 3 | 2464.000 | 1794 | 0.682 | 4610 | 76 | 0.900 | 0.728 | 0 | 0 |
| 7476 | 34 | F | 2 | Graduate | NaN | Less than $40K | Blue | 18 | 4 | 1 | 3 | 2730.000 | 0 | 0.648 | 4530 | 72 | 0.714 | 0.000 | 0 | 0 |
| 7477 | 35 | F | 1 | College | NaN | abc | Blue | 29 | 4 | 3 | 3 | 1438.300 | 966 | 0.871 | 5249 | 81 | 0.761 | 0.672 | 0 | 0 |
| 7478 | 43 | M | 2 | College | Single | $80K - $120K | Blue | 34 | 2 | 4 | 3 | 4617.000 | 1035 | 0.360 | 1779 | 35 | 0.591 | 0.224 | 1 | 1 |
| 7479 | 50 | M | 2 | Graduate | Married | $120K + | Blue | 42 | 6 | 2 | 1 | 8220.000 | 1015 | 1.063 | 4794 | 77 | 0.878 | 0.123 | 0 | 0 |
| 7480 | 40 | F | 3 | College | Single | Less than $40K | Blue | 29 | 4 | 3 | 1 | 5716.000 | 623 | 0.673 | 4387 | 79 | 0.881 | 0.109 | 0 | 0 |
| 7481 | 49 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1635.000 | 1220 | 0.565 | 4807 | 56 | 0.931 | 0.746 | 0 | 0 |
| 7482 | 52 | F | 2 | NaN | Single | $40K - $60K | Blue | 46 | 4 | 2 | 3 | 4259.000 | 0 | 0.590 | 4389 | 80 | 0.702 | 0.000 | 0 | 0 |
| 7483 | 40 | M | 4 | High School | Married | $60K - $80K | Blue | 36 | 4 | 3 | 5 | 5869.000 | 0 | 0.642 | 2203 | 41 | 0.519 | 0.000 | 1 | 1 |
| 7484 | 56 | F | 3 | College | Single | Less than $40K | Blue | 46 | 1 | 3 | 3 | 2272.000 | 1350 | 0.762 | 2354 | 49 | 0.960 | 0.594 | 1 | 1 |
| 7485 | 49 | F | 5 | High School | Married | Less than $40K | Blue | 36 | 4 | 2 | 3 | 2598.000 | 1848 | 0.547 | 4396 | 78 | 0.814 | 0.711 | 0 | 0 |
| 7486 | 50 | M | 3 | Graduate | Single | $60K - $80K | Blue | 38 | 4 | 1 | 1 | 10762.000 | 703 | 0.548 | 4509 | 71 | 0.543 | 0.065 | 0 | 0 |
| 7487 | 39 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 1982.000 | 1751 | 0.843 | 4313 | 62 | 0.676 | 0.883 | 0 | 0 |
| 7488 | 33 | F | 2 | Doctorate | NaN | abc | Blue | 21 | 3 | 3 | 3 | 4651.000 | 2499 | 0.766 | 5097 | 79 | 0.795 | 0.537 | 0 | 0 |
| 7489 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 3 | 4 | 2437.000 | 0 | 0.912 | 3068 | 53 | 0.656 | 0.000 | 1 | 1 |
| 7490 | 42 | F | 3 | High School | Single | Less than $40K | Blue | 35 | 5 | 2 | 1 | 2563.000 | 1579 | 0.924 | 4838 | 70 | 0.707 | 0.616 | 0 | 0 |
| 7491 | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 2 | 3 | 4576.000 | 193 | 0.850 | 3100 | 54 | 0.742 | 0.042 | 1 | 1 |
| 7492 | 44 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 34 | 3 | 3 | 3 | 2245.000 | 1342 | 0.687 | 4624 | 87 | 0.706 | 0.598 | 0 | 0 |
| 7493 | 39 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 2 | 3 | 1776.000 | 0 | 0.518 | 2201 | 31 | 0.292 | 0.000 | 1 | 1 |
| 7494 | 45 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 38 | 3 | 2 | 3 | 2911.000 | 1471 | 0.871 | 4450 | 62 | 0.771 | 0.505 | 0 | 0 |
| 7495 | 47 | M | 4 | Graduate | Married | $60K - $80K | Blue | 30 | 4 | 2 | 3 | 2257.000 | 896 | 0.680 | 4618 | 94 | 0.516 | 0.397 | 0 | 0 |
| 7496 | 62 | M | 1 | NaN | Single | abc | Blue | 36 | 5 | 1 | 1 | 18457.000 | 2248 | 0.578 | 3603 | 69 | 0.643 | 0.122 | 0 | 0 |
| 7497 | 46 | M | 4 | College | Married | $60K - $80K | Blue | 36 | 4 | 2 | 1 | 1681.000 | 0 | 0.464 | 1953 | 48 | 0.500 | 0.000 | 1 | 1 |
| 7498 | 52 | F | 2 | High School | Single | abc | Blue | 32 | 6 | 1 | 3 | 1461.000 | 0 | 0.676 | 4633 | 80 | 0.778 | 0.000 | 0 | 0 |
| 7499 | 48 | F | 3 | High School | NaN | Less than $40K | Blue | 37 | 4 | 2 | 1 | 2363.000 | 978 | 0.662 | 2635 | 40 | 0.538 | 0.414 | 1 | 1 |
| 7500 | 49 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.300 | 863 | 0.605 | 4482 | 67 | 0.914 | 0.600 | 0 | 0 |
| 7501 | 42 | F | 5 | Uneducated | Married | abc | Blue | 29 | 3 | 2 | 3 | 1840.000 | 1267 | 0.605 | 4515 | 76 | 0.490 | 0.689 | 0 | 0 |
| 7502 | 49 | F | 4 | NaN | Single | $40K - $60K | Blue | 39 | 6 | 2 | 3 | 7382.000 | 1326 | 0.806 | 4792 | 65 | 0.667 | 0.180 | 0 | 0 |
| 7503 | 51 | M | 4 | NaN | Married | $80K - $120K | Blue | 47 | 4 | 3 | 2 | 3861.000 | 622 | 0.794 | 4816 | 81 | 0.976 | 0.161 | 0 | 0 |
| 7504 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 4 | 1 | 2 | 1562.000 | 751 | 0.925 | 4574 | 81 | 0.976 | 0.481 | 0 | 0 |
| 7505 | 49 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 3088.000 | 1477 | 0.748 | 5095 | 77 | 0.833 | 0.478 | 0 | 0 |
| 7506 | 55 | F | 3 | College | Single | Less than $40K | Blue | 42 | 5 | 2 | 1 | 1438.300 | 0 | 0.612 | 4660 | 87 | 0.891 | 0.000 | 0 | 0 |
| 7507 | 46 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 34 | 6 | 3 | 3 | 2168.000 | 1704 | 0.725 | 4584 | 92 | 0.769 | 0.786 | 0 | 0 |
| 7508 | 34 | F | 4 | High School | Married | $40K - $60K | Blue | 28 | 6 | 1 | 0 | 2432.000 | 851 | 0.873 | 4760 | 69 | 0.917 | 0.350 | 0 | 0 |
| 7509 | 44 | M | 2 | High School | Single | $40K - $60K | Blue | 31 | 5 | 1 | 1 | 2197.000 | 0 | 0.921 | 4548 | 64 | 0.641 | 0.000 | 0 | 0 |
| 7510 | 39 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 5 | 3 | 3 | 10009.000 | 1604 | 0.449 | 4347 | 75 | 0.786 | 0.160 | 0 | 0 |
| 7511 | 47 | F | 3 | Post-Graduate | NaN | $40K - $60K | Blue | 36 | 6 | 1 | 2 | 3979.000 | 1319 | 0.850 | 4598 | 67 | 0.634 | 0.331 | 0 | 0 |
| 7512 | 49 | F | 2 | Uneducated | Married | Less than $40K | Blue | 41 | 5 | 1 | 3 | 2189.000 | 1860 | 0.834 | 4195 | 81 | 0.653 | 0.850 | 0 | 0 |
| 7513 | 46 | F | 2 | Graduate | Single | abc | Blue | 31 | 5 | 2 | 3 | 8243.000 | 927 | 0.568 | 4503 | 90 | 0.765 | 0.112 | 0 | 0 |
| 7514 | 42 | M | 1 | High School | Divorced | $80K - $120K | Blue | 38 | 4 | 2 | 1 | 11946.000 | 1172 | 0.614 | 4862 | 77 | 0.878 | 0.098 | 0 | 0 |
| 7515 | 31 | F | 0 | High School | Single | Less than $40K | Blue | 23 | 4 | 2 | 3 | 2239.000 | 1256 | 0.605 | 4986 | 83 | 0.976 | 0.561 | 0 | 0 |
| 7516 | 48 | F | 3 | Post-Graduate | Married | abc | Blue | 38 | 6 | 1 | 3 | 4025.000 | 0 | 0.887 | 4445 | 92 | 0.673 | 0.000 | 0 | 0 |
| 7517 | 52 | F | 1 | Doctorate | Married | Less than $40K | Blue | 39 | 3 | 1 | 1 | 1663.000 | 0 | 0.707 | 4875 | 86 | 0.654 | 0.000 | 0 | 0 |
| 7518 | 39 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 4 | 1 | 1 | 3649.000 | 929 | 0.633 | 3964 | 77 | 0.750 | 0.255 | 0 | 0 |
| 7519 | 43 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 1438.300 | 0 | 0.705 | 4432 | 71 | 0.651 | 0.000 | 0 | 0 |
| 7520 | 57 | F | 3 | College | Single | Less than $40K | Blue | 51 | 5 | 1 | 0 | 2894.000 | 0 | 0.886 | 5405 | 87 | 0.706 | 0.000 | 0 | 0 |
| 7521 | 46 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 4 | 2 | 3 | 1621.000 | 787 | 0.551 | 4719 | 73 | 0.738 | 0.486 | 0 | 0 |
| 7522 | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 4 | 3 | 1 | 2740.000 | 1786 | 0.597 | 4327 | 70 | 1.333 | 0.652 | 0 | 0 |
| 7523 | 45 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 37 | 5 | 2 | 3 | 5562.000 | 1556 | 0.751 | 4568 | 76 | 0.767 | 0.280 | 0 | 0 |
| 7524 | 41 | F | 3 | Uneducated | NaN | abc | Blue | 36 | 2 | 3 | 1 | 13733.000 | 0 | 0.325 | 1591 | 30 | 0.875 | 0.000 | 1 | 1 |
| 7525 | 46 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 2 | 1 | 2374.000 | 1332 | 0.686 | 4253 | 81 | 0.884 | 0.561 | 0 | 0 |
| 7526 | 51 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 5 | 2 | 2 | 2267.000 | 1357 | 0.697 | 4464 | 85 | 0.735 | 0.599 | 0 | 0 |
| 7527 | 48 | F | 3 | Graduate | Married | abc | Blue | 39 | 3 | 1 | 2 | 6130.000 | 1741 | 0.578 | 4264 | 63 | 0.658 | 0.284 | 0 | 0 |
| 7528 | 37 | M | 3 | High School | Single | $120K + | Blue | 36 | 3 | 2 | 2 | 7361.000 | 0 | 0.590 | 2109 | 44 | 0.571 | 0.000 | 1 | 1 |
| 7529 | 41 | F | 2 | College | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 4 | 1569.000 | 257 | 0.408 | 2288 | 45 | 0.667 | 0.164 | 1 | 1 |
| 7530 | 47 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 34 | 5 | 1 | 3 | 1626.000 | 1013 | 0.826 | 5262 | 83 | 0.729 | 0.623 | 0 | 0 |
| 7531 | 35 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 3 | 1 | 2 | 2158.000 | 1299 | 0.733 | 4946 | 73 | 0.973 | 0.602 | 0 | 0 |
| 7532 | 43 | M | 1 | NaN | Single | $60K - $80K | Blue | 31 | 4 | 3 | 1 | 2283.000 | 1470 | 0.935 | 5100 | 76 | 0.689 | 0.644 | 0 | 0 |
| 7533 | 57 | F | 1 | High School | NaN | $40K - $60K | Blue | 42 | 3 | 1 | 1 | 2542.000 | 1884 | 0.715 | 4518 | 88 | 1.095 | 0.741 | 0 | 0 |
| 7534 | 30 | F | 1 | Graduate | Single | Less than $40K | Blue | 18 | 4 | 2 | 1 | 1438.300 | 0 | 0.600 | 4322 | 68 | 0.619 | 0.000 | 0 | 0 |
| 7535 | 47 | M | 2 | Graduate | NaN | $40K - $60K | Blue | 37 | 3 | 3 | 1 | 2335.000 | 1373 | 0.876 | 4267 | 81 | 0.653 | 0.588 | 0 | 0 |
| 7536 | 34 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 23 | 6 | 1 | 1 | 2033.000 | 1832 | 0.938 | 4110 | 74 | 0.947 | 0.901 | 0 | 0 |
| 7537 | 41 | F | 3 | High School | Married | abc | Blue | 31 | 4 | 6 | 3 | 4739.000 | 1878 | 0.719 | 5238 | 84 | 0.826 | 0.396 | 0 | 0 |
| 7538 | 36 | M | 2 | College | Single | $80K - $120K | Blue | 31 | 5 | 2 | 3 | 5821.000 | 764 | 0.688 | 5291 | 96 | 0.684 | 0.131 | 0 | 0 |
| 7539 | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 2 | 2182.000 | 1566 | 0.574 | 3935 | 77 | 0.711 | 0.718 | 0 | 0 |
| 7540 | 53 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 4 | 0 | 3319.000 | 913 | 0.612 | 4560 | 84 | 1.049 | 0.275 | 0 | 0 |
| 7541 | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 1 | 3021.000 | 1530 | 0.731 | 4105 | 76 | 0.767 | 0.506 | 0 | 0 |
| 7542 | 49 | M | 5 | College | Married | $80K - $120K | Blue | 37 | 3 | 2 | 2 | 29219.000 | 0 | 0.770 | 4575 | 84 | 0.680 | 0.000 | 0 | 0 |
| 7543 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 42 | 6 | 2 | 2 | 1438.300 | 869 | 0.821 | 4664 | 77 | 0.878 | 0.604 | 0 | 0 |
| 7544 | 48 | F | 3 | NaN | NaN | abc | Blue | 36 | 3 | 3 | 2 | 4431.000 | 2517 | 0.499 | 2185 | 48 | 0.371 | 0.568 | 1 | 1 |
| 7545 | 46 | F | 2 | Graduate | Married | abc | Blue | 40 | 4 | 5 | 3 | 3131.000 | 0 | 0.811 | 4507 | 93 | 0.632 | 0.000 | 0 | 0 |
| 7546 | 26 | F | 0 | Graduate | Single | Less than $40K | Blue | 22 | 3 | 1 | 3 | 1486.000 | 0 | 0.734 | 4535 | 82 | 0.907 | 0.000 | 0 | 0 |
| 7547 | 40 | F | 3 | High School | Single | abc | Blue | 36 | 3 | 3 | 2 | 6384.000 | 2034 | 0.493 | 4413 | 83 | 0.886 | 0.319 | 0 | 0 |
| 7548 | 39 | F | 5 | Graduate | Single | Less than $40K | Blue | 28 | 3 | 3 | 2 | 2077.000 | 0 | 0.590 | 3647 | 69 | 0.917 | 0.000 | 0 | 0 |
| 7549 | 40 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 32 | 3 | 1 | 2 | 1956.000 | 958 | 0.789 | 4977 | 76 | 0.854 | 0.490 | 0 | 0 |
| 7550 | 51 | M | 1 | NaN | Married | $80K - $120K | Blue | 39 | 4 | 3 | 4 | 24462.000 | 946 | 0.475 | 1709 | 37 | 0.542 | 0.039 | 1 | 1 |
| 7551 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 34 | 6 | 2 | 1 | 2725.000 | 2517 | 0.482 | 4430 | 66 | 0.692 | 0.924 | 0 | 0 |
| 7552 | 46 | F | 4 | Uneducated | NaN | $40K - $60K | Blue | 40 | 6 | 3 | 1 | 1474.000 | 843 | 0.751 | 4452 | 65 | 1.097 | 0.572 | 0 | 0 |
| 7553 | 46 | M | 1 | High School | Married | $120K + | Blue | 28 | 4 | 3 | 3 | 9880.000 | 1792 | 0.804 | 4609 | 80 | 0.951 | 0.181 | 0 | 0 |
| 7554 | 58 | M | 2 | High School | Divorced | $60K - $80K | Blue | 46 | 6 | 2 | 0 | 2467.000 | 1176 | 0.811 | 4744 | 73 | 0.921 | 0.477 | 0 | 0 |
| 7555 | 46 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 41 | 4 | 2 | 1 | 5397.000 | 2336 | 0.670 | 4734 | 96 | 0.846 | 0.433 | 0 | 0 |
| 7556 | 50 | M | 1 | Graduate | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 3370.000 | 1133 | 0.722 | 4726 | 86 | 0.686 | 0.336 | 0 | 0 |
| 7557 | 37 | F | 3 | College | Married | abc | Blue | 24 | 4 | 2 | 4 | 11239.000 | 0 | 0.320 | 2055 | 43 | 0.162 | 0.000 | 1 | 1 |
| 7558 | 55 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 5 | 1 | 3 | 2240.000 | 1231 | 0.637 | 3623 | 71 | 0.690 | 0.550 | 0 | 0 |
| 7559 | 52 | F | 2 | College | Married | abc | Blue | 45 | 5 | 1 | 2 | 2737.000 | 1719 | 0.657 | 4725 | 63 | 0.615 | 0.628 | 0 | 0 |
| 7560 | 48 | F | 1 | High School | Married | Less than $40K | Blue | 40 | 5 | 4 | 3 | 4170.000 | 1384 | 0.770 | 4532 | 94 | 0.649 | 0.332 | 0 | 0 |
| 7561 | 46 | M | 4 | Graduate | Single | $60K - $80K | Blue | 27 | 3 | 3 | 2 | 21839.000 | 960 | 0.566 | 5623 | 94 | 0.516 | 0.044 | 0 | 0 |
| 7562 | 49 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 6 | 3 | 2 | 1991.000 | 0 | 0.954 | 4527 | 66 | 0.610 | 0.000 | 0 | 0 |
| 7563 | 55 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 6 | 2 | 3 | 29795.000 | 2364 | 0.759 | 3949 | 71 | 0.919 | 0.079 | 0 | 0 |
| 7564 | 52 | F | 1 | NaN | Married | $40K - $60K | Blue | 39 | 3 | 2 | 1 | 1438.300 | 635 | 0.744 | 4617 | 79 | 0.927 | 0.441 | 0 | 0 |
| 7565 | 44 | F | 2 | Graduate | Married | abc | Blue | 37 | 6 | 3 | 2 | 24221.000 | 1274 | 0.452 | 3361 | 63 | 0.853 | 0.053 | 0 | 0 |
| 7566 | 42 | M | 2 | Graduate | Married | $60K - $80K | Blue | 35 | 6 | 1 | 2 | 2131.000 | 1288 | 0.797 | 4264 | 81 | 0.841 | 0.604 | 0 | 0 |
| 7567 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 2787.000 | 2053 | 0.760 | 4949 | 76 | 0.551 | 0.737 | 0 | 0 |
| 7568 | 48 | F | 4 | Graduate | NaN | Less than $40K | Blue | 38 | 4 | 3 | 1 | 1438.300 | 0 | 0.647 | 4601 | 78 | 0.625 | 0.000 | 0 | 0 |
| 7569 | 42 | F | 0 | Uneducated | Divorced | abc | Blue | 31 | 3 | 3 | 4 | 2712.000 | 0 | 0.724 | 2307 | 28 | 0.474 | 0.000 | 1 | 1 |
| 7570 | 43 | F | 3 | High School | NaN | Less than $40K | Blue | 13 | 6 | 2 | 1 | 2605.000 | 2269 | 0.881 | 5298 | 79 | 0.837 | 0.871 | 0 | 0 |
| 7571 | 42 | M | 2 | Graduate | Single | $60K - $80K | Blue | 31 | 3 | 2 | 1 | 5169.000 | 2296 | 0.773 | 4656 | 88 | 0.796 | 0.444 | 0 | 0 |
| 7572 | 49 | M | 3 | College | NaN | $80K - $120K | Blue | 38 | 3 | 3 | 3 | 4694.000 | 0 | 0.582 | 3798 | 56 | 1.240 | 0.000 | 0 | 0 |
| 7573 | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 40 | 3 | 3 | 1 | 1848.000 | 501 | 0.653 | 4600 | 69 | 0.683 | 0.271 | 0 | 0 |
| 7574 | 43 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 6039.000 | 1759 | 0.479 | 4538 | 86 | 0.654 | 0.291 | 0 | 0 |
| 7575 | 54 | M | 2 | High School | Married | $120K + | Blue | 42 | 3 | 2 | 3 | 5256.000 | 889 | 0.559 | 5078 | 91 | 0.685 | 0.169 | 0 | 0 |
| 7576 | 48 | F | 1 | Graduate | NaN | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1708.000 | 1059 | 0.764 | 4880 | 79 | 0.795 | 0.620 | 0 | 0 |
| 7577 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 5 | 3 | 2 | 1629.000 | 1185 | 0.766 | 4897 | 83 | 0.886 | 0.727 | 0 | 0 |
| 7578 | 54 | M | 5 | College | Single | $60K - $80K | Blue | 45 | 6 | 1 | 3 | 20401.000 | 0 | 0.723 | 4637 | 75 | 0.562 | 0.000 | 0 | 0 |
| 7579 | 56 | M | 2 | Graduate | Divorced | $120K + | Blue | 45 | 3 | 3 | 1 | 3296.000 | 1435 | 0.968 | 4327 | 66 | 0.737 | 0.435 | 0 | 0 |
| 7580 | 48 | M | 2 | Graduate | Married | $120K + | Blue | 37 | 3 | 1 | 2 | 8956.000 | 1279 | 0.864 | 4814 | 73 | 1.212 | 0.143 | 0 | 0 |
| 7581 | 49 | F | 1 | College | Married | Less than $40K | Blue | 43 | 4 | 3 | 2 | 1438.300 | 786 | 0.609 | 4094 | 64 | 0.561 | 0.546 | 0 | 0 |
| 7582 | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 38 | 6 | 2 | 2 | 2671.000 | 1713 | 0.732 | 4519 | 79 | 0.795 | 0.641 | 0 | 0 |
| 7583 | 58 | F | 3 | College | Married | Less than $40K | Blue | 53 | 4 | 3 | 1 | 2493.000 | 1566 | 0.767 | 4867 | 90 | 0.607 | 0.628 | 0 | 0 |
| 7584 | 59 | F | 1 | Doctorate | Married | Less than $40K | Blue | 40 | 3 | 3 | 1 | 2687.000 | 2452 | 0.817 | 4697 | 81 | 0.761 | 0.913 | 0 | 0 |
| 7585 | 37 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 2 | 2 | 2208.000 | 1559 | 0.510 | 4686 | 81 | 0.761 | 0.706 | 0 | 0 |
| 7586 | 38 | F | 1 | High School | Married | Less than $40K | Blue | 28 | 3 | 3 | 3 | 4196.000 | 731 | 0.485 | 1868 | 30 | 0.200 | 0.174 | 1 | 1 |
| 7587 | 47 | F | 5 | Uneducated | Divorced | abc | Blue | 36 | 6 | 2 | 3 | 12581.000 | 1235 | 0.611 | 4427 | 76 | 1.303 | 0.098 | 0 | 0 |
| 7588 | 41 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 30 | 4 | 2 | 2 | 17890.000 | 2517 | 0.983 | 4831 | 81 | 0.800 | 0.141 | 0 | 0 |
| 7589 | 48 | F | 4 | Graduate | Married | Less than $40K | Blue | 21 | 4 | 6 | 0 | 1930.000 | 0 | 0.815 | 5033 | 87 | 0.582 | 0.000 | 0 | 0 |
| 7590 | 36 | F | 4 | NaN | Divorced | abc | Blue | 16 | 6 | 3 | 3 | 8513.000 | 0 | 0.631 | 4162 | 70 | 1.000 | 0.000 | 0 | 0 |
| 7591 | 40 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 6 | 3 | 1 | 9599.000 | 2356 | 0.791 | 4754 | 84 | 0.680 | 0.245 | 0 | 0 |
| 7592 | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 32 | 6 | 2 | 3 | 3192.000 | 2517 | 0.658 | 4236 | 87 | 0.891 | 0.789 | 0 | 0 |
| 7593 | 43 | F | 4 | Graduate | NaN | abc | Blue | 36 | 6 | 5 | 1 | 2778.000 | 2517 | 0.796 | 4575 | 60 | 0.714 | 0.906 | 0 | 0 |
| 7594 | 61 | F | 1 | High School | Single | abc | Blue | 52 | 3 | 2 | 4 | 3293.000 | 0 | 0.838 | 3121 | 56 | 0.867 | 0.000 | 1 | 0 |
| 7595 | 48 | F | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 4 | 1 | 7268.000 | 0 | 0.691 | 4199 | 80 | 0.905 | 0.000 | 0 | 0 |
| 7596 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 35 | 5 | 3 | 2 | 1721.000 | 729 | 0.902 | 4853 | 74 | 0.644 | 0.424 | 0 | 0 |
| 7597 | 38 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 5 | 3 | 2 | 3976.000 | 1667 | 0.929 | 4372 | 69 | 0.683 | 0.419 | 0 | 0 |
| 7598 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 35 | 5 | 2 | 3 | 1954.000 | 808 | 0.826 | 4897 | 70 | 0.795 | 0.414 | 0 | 0 |
| 7599 | 44 | M | 3 | NaN | Married | $120K + | Blue | 32 | 6 | 2 | 2 | 12725.000 | 1759 | 1.056 | 4139 | 58 | 0.812 | 0.138 | 0 | 0 |
| 7600 | 40 | F | 3 | Uneducated | Single | abc | Blue | 28 | 3 | 3 | 3 | 2690.000 | 1935 | 0.593 | 4917 | 81 | 0.653 | 0.719 | 0 | 0 |
| 7601 | 48 | F | 5 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 3 | 3 | 1 | 2926.000 | 716 | 0.949 | 4219 | 78 | 0.592 | 0.245 | 0 | 0 |
| 7602 | 46 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 5 | 1 | 1 | 2371.000 | 1748 | 0.663 | 4460 | 78 | 1.053 | 0.737 | 0 | 0 |
| 7603 | 44 | F | 3 | Graduate | Married | abc | Blue | 27 | 5 | 1 | 1 | 7751.000 | 1965 | 0.782 | 4543 | 90 | 0.731 | 0.254 | 0 | 0 |
| 7604 | 42 | F | 3 | College | Married | Less than $40K | Blue | 28 | 3 | 3 | 2 | 1601.000 | 0 | 0.630 | 2339 | 41 | 0.414 | 0.000 | 1 | 1 |
| 7605 | 34 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2401.000 | 496 | 0.647 | 2597 | 40 | 0.379 | 0.207 | 1 | 1 |
| 7606 | 39 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 29 | 4 | 3 | 4 | 2187.000 | 0 | 0.467 | 2031 | 40 | 0.333 | 0.000 | 1 | 1 |
| 7607 | 57 | F | 0 | Doctorate | Married | abc | Blue | 46 | 5 | 2 | 1 | 4661.000 | 1734 | 0.789 | 5242 | 81 | 1.382 | 0.372 | 0 | 0 |
| 7608 | 40 | F | 2 | Post-Graduate | Divorced | abc | Blue | 27 | 6 | 3 | 1 | 8494.000 | 2023 | 0.871 | 4486 | 77 | 0.974 | 0.238 | 0 | 0 |
| 7609 | 36 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 5 | 3 | 1 | 2262.000 | 1450 | 0.735 | 4116 | 84 | 0.787 | 0.641 | 0 | 0 |
| 7610 | 43 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 6 | 1 | 2 | 2525.000 | 1595 | 0.780 | 4859 | 82 | 0.864 | 0.632 | 0 | 0 |
| 7611 | 38 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 3 | 3 | 2 | 2450.000 | 1981 | 0.712 | 4352 | 66 | 0.784 | 0.809 | 0 | 0 |
| 7612 | 36 | F | 4 | College | Married | abc | Blue | 18 | 4 | 3 | 2 | 3926.000 | 1760 | 0.874 | 4890 | 92 | 0.704 | 0.448 | 0 | 0 |
| 7613 | 40 | F | 4 | Graduate | Single | Less than $40K | Blue | 22 | 4 | 2 | 3 | 1438.300 | 0 | 0.695 | 2502 | 45 | 0.452 | 0.000 | 1 | 1 |
| 7614 | 51 | F | 2 | High School | Single | abc | Blue | 31 | 6 | 2 | 1 | 4789.000 | 2203 | 0.847 | 4718 | 81 | 0.976 | 0.460 | 0 | 0 |
| 7615 | 41 | F | 2 | NaN | NaN | Less than $40K | Blue | 34 | 6 | 3 | 3 | 2864.000 | 1928 | 0.769 | 4641 | 78 | 0.660 | 0.673 | 0 | 0 |
| 7616 | 43 | F | 5 | Graduate | Single | abc | Blue | 34 | 6 | 6 | 3 | 4607.000 | 2440 | 0.646 | 4825 | 77 | 0.878 | 0.530 | 0 | 0 |
| 7617 | 43 | F | 4 | Graduate | NaN | Less than $40K | Blue | 34 | 5 | 3 | 3 | 1971.000 | 979 | 1.024 | 5446 | 75 | 0.974 | 0.497 | 0 | 1 |
| 7618 | 53 | F | 2 | College | Married | Less than $40K | Blue | 44 | 3 | 3 | 3 | 1473.000 | 0 | 0.920 | 2836 | 48 | 0.600 | 0.000 | 1 | 1 |
| 7619 | 55 | F | 3 | Graduate | Single | $40K - $60K | Blue | 37 | 5 | 1 | 2 | 3187.000 | 1437 | 0.790 | 4511 | 82 | 0.822 | 0.451 | 0 | 0 |
| 7620 | 38 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 5589.000 | 0 | 0.787 | 4064 | 77 | 0.711 | 0.000 | 0 | 0 |
| 7621 | 42 | F | 5 | Graduate | Married | Less than $40K | Blue | 38 | 5 | 1 | 2 | 2346.000 | 1373 | 0.730 | 4432 | 72 | 0.756 | 0.585 | 0 | 0 |
| 7622 | 34 | F | 4 | Graduate | Single | Less than $40K | Blue | 28 | 3 | 2 | 3 | 1438.300 | 0 | 0.726 | 4626 | 86 | 0.792 | 0.000 | 0 | 0 |
| 7623 | 40 | F | 5 | High School | Single | Less than $40K | Blue | 22 | 3 | 1 | 2 | 1826.000 | 944 | 0.686 | 4528 | 65 | 0.667 | 0.517 | 0 | 0 |
| 7624 | 40 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 27 | 4 | 2 | 3 | 2208.000 | 0 | 0.695 | 2659 | 56 | 0.806 | 0.000 | 1 | 1 |
| 7625 | 35 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 1 | 1476.000 | 0 | 0.592 | 4279 | 76 | 0.767 | 0.000 | 0 | 0 |
| 7626 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 46 | 6 | 3 | 1 | 2927.000 | 1499 | 0.649 | 4670 | 70 | 0.944 | 0.512 | 0 | 0 |
| 7627 | 53 | M | 3 | Graduate | NaN | $80K - $120K | Blue | 49 | 5 | 2 | 1 | 4778.000 | 1869 | 0.743 | 5489 | 74 | 0.805 | 0.391 | 0 | 0 |
| 7628 | 43 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.300 | 743 | 0.624 | 4484 | 78 | 0.625 | 0.517 | 0 | 0 |
| 7629 | 46 | F | 3 | High School | Single | $40K - $60K | Silver | 40 | 4 | 3 | 1 | 16239.000 | 1487 | 0.531 | 3838 | 48 | 0.600 | 0.092 | 0 | 1 |
| 7630 | 37 | M | 1 | High School | Married | $120K + | Blue | 26 | 5 | 2 | 1 | 11726.000 | 1925 | 0.855 | 4186 | 63 | 0.703 | 0.164 | 0 | 0 |
| 7631 | 47 | F | 4 | College | Married | abc | Blue | 38 | 3 | 2 | 1 | 1438.300 | 0 | 0.680 | 4503 | 89 | 0.978 | 0.000 | 0 | 0 |
| 7632 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 34 | 6 | 1 | 3 | 2647.000 | 1288 | 0.765 | 4730 | 78 | 0.857 | 0.487 | 0 | 0 |
| 7633 | 50 | F | 1 | Doctorate | Married | abc | Blue | 40 | 3 | 3 | 1 | 2492.000 | 1410 | 0.835 | 4374 | 75 | 0.974 | 0.566 | 0 | 0 |
| 7634 | 46 | F | 2 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 3 | 2418.000 | 1106 | 0.963 | 3541 | 64 | 0.882 | 0.457 | 0 | 0 |
| 7635 | 50 | M | 1 | NaN | Single | $120K + | Blue | 44 | 5 | 3 | 1 | 17827.000 | 0 | 0.846 | 5010 | 88 | 0.725 | 0.000 | 0 | 0 |
| 7636 | 49 | F | 1 | Graduate | Divorced | $40K - $60K | Blue | 40 | 3 | 2 | 3 | 1438.300 | 0 | 0.675 | 3886 | 77 | 0.750 | 0.000 | 0 | 0 |
| 7637 | 54 | F | 3 | Doctorate | Single | Less than $40K | Blue | 39 | 4 | 3 | 3 | 1764.000 | 0 | 0.651 | 4857 | 92 | 0.804 | 0.000 | 0 | 0 |
| 7638 | 47 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 2 | 2 | 1776.000 | 1519 | 0.917 | 4295 | 60 | 0.622 | 0.855 | 0 | 0 |
| 7639 | 46 | M | 3 | College | Married | $120K + | Blue | 40 | 6 | 3 | 3 | 1438.300 | 0 | 0.681 | 4833 | 69 | 0.769 | 0.000 | 0 | 0 |
| 7640 | 47 | F | 2 | Post-Graduate | Single | abc | Blue | 31 | 3 | 2 | 3 | 1491.000 | 0 | 0.716 | 4634 | 92 | 0.804 | 0.000 | 0 | 0 |
| 7641 | 46 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 41 | 3 | 1 | 3 | 2552.000 | 1879 | 0.888 | 4153 | 79 | 0.795 | 0.736 | 0 | 0 |
| 7642 | 42 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 3 | 1 | 2 | 2996.000 | 1992 | 0.948 | 4463 | 87 | 0.740 | 0.665 | 0 | 0 |
| 7643 | 44 | F | 2 | College | Married | $40K - $60K | Blue | 39 | 4 | 1 | 2 | 1701.000 | 775 | 0.847 | 4471 | 71 | 0.614 | 0.456 | 0 | 0 |
| 7644 | 53 | F | 3 | NaN | Single | abc | Blue | 40 | 6 | 3 | 1 | 3998.000 | 0 | 0.638 | 4223 | 79 | 0.717 | 0.000 | 0 | 0 |
| 7645 | 46 | F | 3 | Graduate | NaN | Less than $40K | Blue | 33 | 6 | 3 | 2 | 3025.000 | 2491 | 0.450 | 4460 | 62 | 0.722 | 0.823 | 0 | 0 |
| 7646 | 48 | F | 1 | NaN | Single | Less than $40K | Blue | 40 | 3 | 1 | 2 | 3251.000 | 2517 | 0.739 | 2483 | 50 | 0.471 | 0.774 | 1 | 1 |
| 7647 | 51 | M | 4 | High School | Single | $60K - $80K | Blue | 45 | 3 | 1 | 2 | 3031.000 | 1787 | 1.006 | 4690 | 85 | 0.700 | 0.590 | 0 | 0 |
| 7648 | 57 | M | 2 | High School | Single | $60K - $80K | Silver | 45 | 5 | 2 | 3 | 33211.000 | 0 | 0.732 | 3662 | 81 | 0.761 | 0.000 | 0 | 0 |
| 7649 | 59 | F | 2 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1863.000 | 1853 | 0.829 | 2462 | 40 | 0.290 | 0.995 | 1 | 1 |
| 7650 | 35 | F | 2 | NaN | Single | Less than $40K | Blue | 20 | 6 | 1 | 2 | 2691.000 | 1935 | 0.681 | 4365 | 86 | 0.911 | 0.719 | 0 | 0 |
| 7651 | 45 | F | 5 | Graduate | Single | Less than $40K | Blue | 33 | 5 | 3 | 3 | 2288.000 | 1249 | 0.605 | 4504 | 87 | 0.706 | 0.546 | 0 | 0 |
| 7652 | 42 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3413.000 | 0 | 0.593 | 2285 | 40 | 0.429 | 0.000 | 1 | 1 |
| 7653 | 40 | M | 4 | College | Married | $40K - $60K | Silver | 34 | 3 | 2 | 1 | 15471.000 | 1291 | 0.651 | 3993 | 77 | 0.674 | 0.083 | 0 | 0 |
| 7654 | 40 | F | 5 | Uneducated | Married | Less than $40K | Blue | 24 | 6 | 1 | 1 | 2038.000 | 793 | 0.682 | 3513 | 67 | 0.634 | 0.389 | 0 | 0 |
| 7655 | 47 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 6 | 2 | 3 | 1953.000 | 1089 | 0.859 | 4636 | 70 | 0.707 | 0.558 | 0 | 0 |
| 7656 | 43 | F | 5 | High School | NaN | $40K - $60K | Blue | 24 | 3 | 2 | 2 | 4430.000 | 2203 | 1.046 | 2742 | 49 | 0.400 | 0.497 | 1 | 1 |
| 7657 | 44 | F | 3 | High School | NaN | Less than $40K | Blue | 35 | 5 | 3 | 0 | 3398.000 | 2415 | 0.891 | 4509 | 93 | 0.661 | 0.711 | 0 | 0 |
| 7658 | 48 | F | 3 | Doctorate | Married | abc | Blue | 44 | 4 | 3 | 3 | 2021.000 | 1186 | 0.616 | 4633 | 74 | 0.574 | 0.587 | 0 | 0 |
| 7659 | 53 | F | 2 | NaN | Single | Less than $40K | Blue | 41 | 5 | 1 | 3 | 2329.000 | 2290 | 0.533 | 4609 | 76 | 0.767 | 0.983 | 0 | 0 |
| 7660 | 34 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1696.000 | 0 | 0.782 | 2325 | 56 | 0.556 | 0.000 | 1 | 1 |
| 7661 | 52 | F | 1 | Uneducated | Married | abc | Blue | 36 | 6 | 1 | 1 | 4222.000 | 0 | 0.523 | 4487 | 77 | 1.081 | 0.000 | 0 | 0 |
| 7662 | 45 | M | 3 | Uneducated | Divorced | $80K - $120K | Blue | 25 | 2 | 2 | 3 | 6614.000 | 1881 | 0.737 | 3016 | 51 | 0.645 | 0.284 | 1 | 1 |
| 7663 | 42 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 4 | 3 | 3 | 3241.000 | 0 | 0.442 | 2152 | 43 | 0.303 | 0.000 | 1 | 1 |
| 7664 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 30 | 3 | 3 | 3 | 4204.000 | 0 | 0.703 | 2316 | 43 | 0.536 | 0.000 | 1 | 1 |
| 7665 | 34 | F | 3 | Uneducated | Single | Less than $40K | Blue | 26 | 4 | 2 | 3 | 3234.000 | 971 | 0.790 | 3989 | 71 | 0.868 | 0.300 | 0 | 0 |
| 7666 | 40 | F | 3 | NaN | Single | $40K - $60K | Blue | 29 | 3 | 3 | 3 | 2473.000 | 2332 | 0.293 | 1738 | 32 | 0.455 | 0.943 | 1 | 1 |
| 7667 | 42 | M | 2 | High School | Single | $60K - $80K | Blue | 33 | 3 | 3 | 3 | 4836.000 | 493 | 0.417 | 1870 | 45 | 0.406 | 0.102 | 1 | 1 |
| 7668 | 55 | F | 3 | High School | Married | Less than $40K | Blue | 44 | 5 | 1 | 1 | 1438.300 | 0 | 0.575 | 4755 | 76 | 0.900 | 0.000 | 0 | 0 |
| 7669 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 1 | 1438.300 | 541 | 0.821 | 4173 | 70 | 1.188 | 0.376 | 0 | 0 |
| 7670 | 45 | M | 4 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 2 | 3 | 1438.300 | 1060 | 0.301 | 1253 | 29 | 0.318 | 0.737 | 1 | 1 |
| 7671 | 57 | F | 3 | College | NaN | Less than $40K | Silver | 42 | 6 | 1 | 1 | 12675.000 | 2422 | 0.642 | 3912 | 63 | 0.575 | 0.191 | 0 | 0 |
| 7672 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2228.000 | 0 | 0.686 | 2523 | 45 | 0.607 | 0.000 | 1 | 1 |
| 7673 | 40 | F | 5 | High School | Married | Less than $40K | Blue | 31 | 4 | 2 | 2 | 2813.000 | 2208 | 0.877 | 4491 | 68 | 0.744 | 0.785 | 0 | 0 |
| 7674 | 42 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 35 | 6 | 3 | 2 | 3223.000 | 0 | 0.593 | 4916 | 79 | 0.717 | 0.000 | 0 | 0 |
| 7675 | 55 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 5 | 3 | 3 | 2653.000 | 0 | 0.969 | 5052 | 81 | 0.761 | 0.000 | 0 | 0 |
| 7676 | 45 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 3 | 3 | 3 | 2745.000 | 2463 | 0.643 | 2466 | 39 | 0.345 | 0.897 | 1 | 1 |
| 7677 | 40 | M | 3 | Graduate | Divorced | $120K + | Blue | 30 | 3 | 2 | 1 | 34516.000 | 0 | 0.643 | 3734 | 80 | 0.860 | 0.000 | 0 | 0 |
| 7678 | 52 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 6 | 3 | 2 | 2516.000 | 1486 | 0.503 | 3987 | 77 | 0.540 | 0.591 | 0 | 0 |
| 7679 | 46 | F | 2 | High School | Divorced | Less than $40K | Blue | 26 | 4 | 3 | 1 | 1870.000 | 1785 | 0.696 | 4347 | 88 | 0.760 | 0.955 | 0 | 0 |
| 7680 | 56 | F | 2 | Graduate | Single | abc | Blue | 48 | 5 | 3 | 2 | 3934.000 | 2517 | 0.682 | 4837 | 87 | 0.673 | 0.640 | 0 | 0 |
| 7681 | 49 | F | 4 | High School | Married | Less than $40K | Blue | 35 | 5 | 3 | 2 | 3038.000 | 2133 | 0.689 | 4784 | 83 | 0.694 | 0.702 | 0 | 0 |
| 7682 | 53 | F | 1 | Uneducated | Single | Less than $40K | Blue | 39 | 3 | 2 | 3 | 1982.000 | 1276 | 0.897 | 5136 | 76 | 0.949 | 0.644 | 0 | 0 |
| 7683 | 31 | F | 1 | Graduate | Divorced | abc | Blue | 22 | 2 | 2 | 3 | 1623.000 | 0 | 0.501 | 2126 | 45 | 0.364 | 0.000 | 1 | 1 |
| 7684 | 55 | M | 3 | Uneducated | Single | $120K + | Blue | 48 | 5 | 2 | 2 | 3088.000 | 1743 | 0.766 | 3906 | 68 | 0.659 | 0.564 | 0 | 0 |
| 7685 | 44 | F | 3 | NaN | Single | abc | Blue | 33 | 5 | 3 | 1 | 8064.000 | 2417 | 0.644 | 4412 | 67 | 0.861 | 0.300 | 0 | 0 |
| 7686 | 56 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 3 | 3 | 10016.000 | 1872 | 0.735 | 2804 | 37 | 0.542 | 0.187 | 1 | 1 |
| 7687 | 54 | F | 2 | College | Married | abc | Blue | 45 | 5 | 3 | 2 | 4523.000 | 1841 | 0.534 | 5112 | 87 | 0.706 | 0.407 | 0 | 0 |
| 7688 | 53 | F | 0 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 1 | 1944.000 | 1140 | 0.582 | 4921 | 82 | 0.907 | 0.586 | 0 | 0 |
| 7689 | 46 | F | 2 | Uneducated | Married | abc | Blue | 40 | 3 | 2 | 2 | 6083.000 | 1716 | 0.618 | 4528 | 86 | 0.755 | 0.282 | 0 | 0 |
| 7690 | 38 | F | 3 | Graduate | Married | abc | Blue | 27 | 6 | 2 | 2 | 2425.000 | 1396 | 0.899 | 4568 | 74 | 0.897 | 0.576 | 0 | 0 |
| 7691 | 56 | F | 5 | Graduate | Single | $40K - $60K | Blue | 37 | 4 | 2 | 1 | 2607.000 | 1702 | 0.802 | 4949 | 74 | 0.762 | 0.653 | 0 | 0 |
| 7692 | 53 | F | 3 | Uneducated | Single | Less than $40K | Blue | 48 | 6 | 2 | 1 | 1953.000 | 1215 | 0.667 | 4253 | 72 | 0.800 | 0.622 | 0 | 0 |
| 7693 | 41 | M | 3 | NaN | NaN | $60K - $80K | Blue | 36 | 4 | 3 | 1 | 5813.000 | 1614 | 0.696 | 4365 | 75 | 0.875 | 0.278 | 0 | 0 |
| 7694 | 43 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1438.300 | 0 | 0.689 | 4401 | 73 | 0.698 | 0.000 | 0 | 0 |
| 7695 | 41 | F | 5 | NaN | Married | $40K - $60K | Blue | 30 | 5 | 2 | 3 | 1588.000 | 0 | 0.634 | 2561 | 61 | 0.649 | 0.000 | 1 | 1 |
| 7696 | 62 | F | 0 | High School | Single | Less than $40K | Blue | 36 | 6 | 2 | 1 | 3749.000 | 1980 | 0.706 | 5083 | 69 | 0.643 | 0.528 | 0 | 0 |
| 7697 | 42 | F | 4 | College | Divorced | $40K - $60K | Blue | 36 | 4 | 3 | 2 | 3734.000 | 2517 | 0.724 | 4792 | 87 | 0.740 | 0.674 | 0 | 0 |
| 7698 | 56 | F | 2 | High School | Married | abc | Blue | 51 | 4 | 1 | 3 | 1796.000 | 1243 | 0.768 | 4316 | 87 | 0.891 | 0.692 | 0 | 0 |
| 7699 | 45 | F | 3 | NaN | Divorced | Less than $40K | Blue | 34 | 4 | 3 | 1 | 3223.000 | 243 | 0.433 | 1979 | 38 | 0.462 | 0.075 | 1 | 1 |
| 7700 | 33 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 1 | 2748.000 | 1867 | 0.816 | 4314 | 75 | 1.027 | 0.679 | 0 | 0 |
| 7701 | 57 | F | 0 | Graduate | Married | Less than $40K | Blue | 45 | 6 | 1 | 2 | 2448.000 | 0 | 0.606 | 5464 | 98 | 0.607 | 0.000 | 0 | 0 |
| 7702 | 49 | F | 3 | College | Married | Less than $40K | Blue | 29 | 6 | 1 | 2 | 2548.000 | 1998 | 0.679 | 4702 | 79 | 0.927 | 0.784 | 0 | 0 |
| 7703 | 46 | F | 3 | College | Married | Less than $40K | Blue | 41 | 4 | 1 | 1 | 1489.000 | 949 | 0.650 | 4669 | 94 | 0.741 | 0.637 | 0 | 0 |
| 7704 | 38 | F | 1 | Graduate | Married | abc | Blue | 29 | 3 | 3 | 3 | 8953.000 | 0 | 0.403 | 1982 | 43 | 0.303 | 0.000 | 1 | 1 |
| 7705 | 50 | F | 3 | Uneducated | Single | abc | Blue | 36 | 2 | 3 | 3 | 3187.000 | 986 | 0.615 | 2381 | 47 | 0.516 | 0.309 | 1 | 1 |
| 7706 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 45 | 5 | 1 | 0 | 1757.000 | 0 | 0.533 | 4550 | 82 | 0.547 | 0.000 | 0 | 0 |
| 7707 | 52 | M | 4 | High School | NaN | $60K - $80K | Blue | 36 | 6 | 3 | 2 | 2597.000 | 1740 | 0.710 | 5037 | 80 | 0.778 | 0.670 | 0 | 0 |
| 7708 | 45 | F | 5 | College | Single | abc | Blue | 32 | 3 | 3 | 3 | 5999.000 | 658 | 0.638 | 4283 | 69 | 0.605 | 0.110 | 0 | 0 |
| 7709 | 56 | F | 0 | Post-Graduate | Married | Less than $40K | Blue | 51 | 4 | 2 | 3 | 3617.000 | 878 | 0.777 | 5416 | 76 | 0.900 | 0.243 | 0 | 0 |
| 7710 | 56 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 3219.000 | 2114 | 0.655 | 4188 | 75 | 0.667 | 0.657 | 0 | 0 |
| 7711 | 41 | M | 4 | Graduate | NaN | $80K - $120K | Blue | 31 | 3 | 3 | 2 | 19782.000 | 868 | 0.808 | 2535 | 44 | 0.467 | 0.044 | 1 | 1 |
| 7712 | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 3 | 1 | 2522.000 | 1898 | 0.674 | 4122 | 67 | 0.763 | 0.753 | 0 | 0 |
| 7713 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 29 | 4 | 1 | 1 | 3327.000 | 2517 | 0.793 | 4901 | 88 | 0.913 | 0.757 | 0 | 0 |
| 7714 | 42 | F | 2 | Uneducated | Married | abc | Blue | 32 | 5 | 5 | 3 | 4708.000 | 0 | 0.718 | 4597 | 89 | 0.679 | 0.000 | 0 | 0 |
| 7715 | 48 | F | 4 | College | Divorced | Less than $40K | Blue | 41 | 4 | 3 | 2 | 3745.000 | 2517 | 0.672 | 4550 | 78 | 0.857 | 0.672 | 0 | 0 |
| 7716 | 53 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 44 | 3 | 3 | 2 | 11561.000 | 2189 | 0.742 | 2153 | 39 | 0.500 | 0.189 | 1 | 1 |
| 7717 | 44 | F | 2 | High School | Married | abc | Blue | 32 | 4 | 3 | 3 | 8477.000 | 2517 | 0.717 | 2455 | 41 | 0.640 | 0.297 | 1 | 1 |
| 7718 | 59 | F | 0 | Graduate | Married | Less than $40K | Blue | 48 | 2 | 2 | 1 | 2120.000 | 1411 | 0.665 | 3882 | 92 | 0.643 | 0.666 | 0 | 0 |
| 7719 | 45 | F | 5 | Graduate | Married | Less than $40K | Blue | 39 | 5 | 3 | 2 | 2867.000 | 1209 | 0.727 | 5311 | 81 | 0.976 | 0.422 | 0 | 0 |
| 7720 | 45 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 5 | 3 | 1 | 2293.000 | 1304 | 0.708 | 5047 | 94 | 0.679 | 0.569 | 0 | 0 |
| 7721 | 51 | M | 1 | Uneducated | Single | $120K + | Blue | 36 | 2 | 1 | 3 | 8671.000 | 590 | 0.693 | 4399 | 72 | 0.756 | 0.068 | 0 | 0 |
| 7722 | 49 | F | 1 | Graduate | Divorced | abc | Silver | 43 | 1 | 3 | 1 | 34516.000 | 1163 | 0.725 | 3941 | 71 | 0.821 | 0.034 | 0 | 0 |
| 7723 | 43 | F | 2 | High School | Married | abc | Blue | 36 | 2 | 3 | 3 | 2679.000 | 1694 | 0.603 | 4640 | 85 | 0.809 | 0.632 | 0 | 0 |
| 7724 | 38 | M | 3 | NaN | Married | $80K - $120K | Blue | 22 | 2 | 2 | 1 | 3224.000 | 0 | 0.761 | 3738 | 63 | 0.658 | 0.000 | 0 | 0 |
| 7725 | 45 | F | 3 | High School | Married | abc | Blue | 39 | 1 | 2 | 2 | 1438.300 | 745 | 0.830 | 5020 | 83 | 0.766 | 0.518 | 0 | 0 |
| 7726 | 54 | M | 4 | High School | Single | $80K - $120K | Blue | 39 | 1 | 3 | 3 | 7773.000 | 2465 | 0.788 | 4272 | 69 | 1.029 | 0.317 | 0 | 0 |
| 7727 | 44 | F | 4 | Uneducated | Single | abc | Blue | 36 | 3 | 3 | 4 | 8075.000 | 317 | 0.585 | 2415 | 41 | 0.577 | 0.039 | 1 | 1 |
| 7728 | 57 | F | 3 | High School | Single | abc | Blue | 37 | 3 | 1 | 2 | 3052.000 | 1603 | 0.776 | 4210 | 82 | 0.907 | 0.525 | 0 | 0 |
| 7729 | 51 | M | 3 | Graduate | Married | $120K + | Blue | 42 | 2 | 1 | 3 | 7932.000 | 2140 | 0.554 | 4024 | 92 | 0.614 | 0.270 | 0 | 0 |
| 7730 | 48 | M | 3 | High School | NaN | $40K - $60K | Blue | 43 | 2 | 2 | 3 | 1753.000 | 1434 | 0.805 | 4588 | 77 | 1.026 | 0.818 | 0 | 0 |
| 7731 | 48 | F | 5 | Doctorate | Married | Less than $40K | Blue | 33 | 2 | 1 | 3 | 5814.000 | 1176 | 0.627 | 3796 | 74 | 1.056 | 0.202 | 0 | 0 |
| 7732 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 38 | 3 | 2 | 1 | 1989.000 | 1003 | 0.677 | 5070 | 70 | 0.750 | 0.504 | 0 | 0 |
| 7733 | 55 | F | 1 | College | Single | $40K - $60K | Blue | 50 | 3 | 3 | 3 | 1843.000 | 1520 | 0.864 | 4729 | 92 | 0.704 | 0.825 | 0 | 0 |
| 7734 | 52 | F | 1 | Uneducated | Married | abc | Blue | 40 | 2 | 2 | 1 | 1438.300 | 1228 | 0.659 | 4991 | 78 | 0.902 | 0.854 | 0 | 0 |
| 7735 | 34 | F | 0 | Graduate | Married | $40K - $60K | Blue | 26 | 3 | 3 | 2 | 2991.000 | 1830 | 0.777 | 4414 | 77 | 0.878 | 0.612 | 0 | 0 |
| 7736 | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 3 | 3 | 1 | 9560.000 | 0 | 0.802 | 4601 | 66 | 0.571 | 0.000 | 0 | 0 |
| 7737 | 44 | F | 4 | High School | NaN | Less than $40K | Blue | 38 | 2 | 2 | 3 | 2616.000 | 2505 | 0.828 | 2576 | 42 | 0.500 | 0.958 | 1 | 1 |
| 7738 | 54 | F | 1 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 2 | 2 | 2939.000 | 2152 | 0.555 | 2476 | 42 | 0.355 | 0.732 | 1 | 1 |
| 7739 | 49 | F | 3 | College | Married | abc | Blue | 37 | 2 | 3 | 0 | 3085.000 | 966 | 0.777 | 4765 | 79 | 0.646 | 0.313 | 0 | 0 |
| 7740 | 49 | M | 5 | Graduate | Single | $80K - $120K | Blue | 41 | 2 | 3 | 2 | 5275.000 | 1490 | 0.533 | 4213 | 74 | 1.114 | 0.282 | 0 | 0 |
| 7741 | 41 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 30 | 3 | 1 | 2 | 1950.000 | 1618 | 0.750 | 3357 | 47 | 0.880 | 0.830 | 0 | 0 |
| 7742 | 43 | F | 3 | Graduate | Single | abc | Blue | 33 | 3 | 3 | 1 | 2341.000 | 1818 | 0.833 | 4356 | 70 | 0.628 | 0.777 | 0 | 0 |
| 7743 | 40 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 25 | 3 | 3 | 1 | 3758.000 | 2047 | 1.108 | 4928 | 79 | 0.646 | 0.545 | 0 | 0 |
| 7744 | 54 | M | 4 | NaN | Married | $80K - $120K | Blue | 42 | 3 | 3 | 1 | 1621.000 | 618 | 0.846 | 4815 | 83 | 1.024 | 0.381 | 0 | 0 |
| 7745 | 50 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 41 | 2 | 1 | 2 | 10946.000 | 1912 | 0.362 | 2448 | 58 | 0.450 | 0.175 | 0 | 1 |
| 7746 | 56 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 3422.000 | 2517 | 0.914 | 4922 | 84 | 0.680 | 0.736 | 0 | 0 |
| 7747 | 39 | F | 2 | Uneducated | Married | Less than $40K | Blue | 30 | 3 | 1 | 3 | 3108.000 | 778 | 0.645 | 4130 | 87 | 0.706 | 0.250 | 0 | 0 |
| 7748 | 33 | F | 2 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 2 | 5 | 3202.000 | 0 | 1.012 | 2917 | 37 | 0.682 | 0.000 | 1 | 1 |
| 7749 | 43 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 1855.000 | 907 | 0.816 | 4191 | 81 | 0.761 | 0.489 | 0 | 0 |
| 7750 | 47 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 2155.000 | 1119 | 0.815 | 5441 | 91 | 0.717 | 0.519 | 0 | 0 |
| 7751 | 42 | F | 4 | College | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 4150.000 | 2517 | 0.619 | 4620 | 76 | 1.171 | 0.607 | 0 | 0 |
| 7752 | 45 | M | 5 | Doctorate | Married | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 2226.000 | 1229 | 0.784 | 4928 | 77 | 0.638 | 0.552 | 0 | 0 |
| 7753 | 48 | F | 5 | High School | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 1610.000 | 0 | 0.424 | 4243 | 85 | 0.848 | 0.000 | 0 | 0 |
| 7754 | 53 | F | 2 | Graduate | Married | abc | Blue | 41 | 3 | 2 | 2 | 2046.000 | 1260 | 0.768 | 4228 | 81 | 0.884 | 0.616 | 0 | 0 |
| 7755 | 52 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 2 | 1795.000 | 0 | 0.718 | 2281 | 55 | 0.618 | 0.000 | 1 | 1 |
| 7756 | 42 | F | 4 | NaN | Married | Less than $40K | Blue | 30 | 3 | 2 | 1 | 1531.000 | 987 | 0.831 | 4373 | 67 | 0.811 | 0.645 | 0 | 0 |
| 7757 | 53 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1472.000 | 1196 | 1.240 | 4859 | 73 | 0.973 | 0.812 | 0 | 0 |
| 7758 | 50 | F | 5 | Graduate | Single | Less than $40K | Blue | 41 | 3 | 2 | 2 | 1438.300 | 0 | 0.683 | 4550 | 78 | 0.857 | 0.000 | 0 | 0 |
| 7759 | 37 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 1 | 2886.000 | 2198 | 0.828 | 4531 | 81 | 0.723 | 0.762 | 0 | 0 |
| 7760 | 39 | F | 2 | Graduate | Single | Less than $40K | Silver | 29 | 3 | 3 | 2 | 10024.000 | 913 | 0.568 | 3906 | 78 | 0.592 | 0.091 | 0 | 0 |
| 7761 | 52 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 45 | 2 | 4 | 1 | 1760.000 | 0 | 0.046 | 1554 | 35 | 0.029 | 0.000 | 1 | 1 |
| 7762 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 1 | 1 | 1461.000 | 0 | 0.681 | 4769 | 76 | 0.949 | 0.000 | 0 | 0 |
| 7763 | 51 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 8840.000 | 1794 | 0.848 | 2839 | 47 | 0.808 | 0.203 | 1 | 1 |
| 7764 | 38 | F | 2 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 2 | 1 | 1 | 4468.000 | 2395 | 0.706 | 4690 | 79 | 0.756 | 0.536 | 0 | 0 |
| 7765 | 42 | M | 4 | College | NaN | $60K - $80K | Blue | 35 | 3 | 3 | 3 | 2516.000 | 1360 | 1.193 | 4692 | 79 | 0.681 | 0.541 | 0 | 0 |
| 7766 | 35 | F | 4 | High School | Married | Less than $40K | Blue | 24 | 3 | 2 | 4 | 1555.000 | 872 | 0.772 | 2252 | 51 | 0.645 | 0.561 | 1 | 1 |
| 7767 | 57 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 39 | 3 | 1 | 1 | 1438.300 | 641 | 0.660 | 5140 | 82 | 0.519 | 0.446 | 0 | 0 |
| 7768 | 42 | M | 4 | Uneducated | Married | $120K + | Blue | 34 | 2 | 3 | 3 | 5195.000 | 468 | 0.567 | 2682 | 48 | 0.231 | 0.090 | 1 | 1 |
| 7769 | 57 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 2 | 2 | 1 | 17268.000 | 1197 | 0.637 | 4077 | 90 | 0.698 | 0.069 | 0 | 0 |
| 7770 | 37 | M | 2 | Uneducated | Single | abc | Blue | 24 | 2 | 2 | 3 | 1649.000 | 0 | 0.864 | 2574 | 51 | 0.700 | 0.000 | 1 | 1 |
| 7771 | 57 | F | 1 | High School | Married | Less than $40K | Blue | 50 | 3 | 2 | 2 | 1609.000 | 0 | 0.669 | 4770 | 85 | 0.700 | 0.000 | 0 | 0 |
| 7772 | 43 | F | 1 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3342.000 | 2517 | 0.977 | 5848 | 81 | 0.800 | 0.753 | 0 | 1 |
| 7773 | 63 | M | 1 | Uneducated | Single | Less than $40K | Blue | 56 | 3 | 1 | 2 | 6973.000 | 2517 | 0.781 | 4877 | 88 | 0.692 | 0.361 | 0 | 0 |
| 7774 | 43 | M | 4 | High School | Married | $120K + | Blue | 30 | 3 | 2 | 3 | 17228.000 | 1331 | 0.519 | 2229 | 44 | 0.375 | 0.077 | 1 | 1 |
| 7775 | 48 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 42 | 3 | 2 | 0 | 1898.000 | 0 | 0.838 | 3513 | 59 | 0.686 | 0.000 | 0 | 0 |
| 7776 | 46 | F | 2 | College | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 1438.300 | 0 | 0.757 | 5005 | 79 | 0.795 | 0.000 | 0 | 0 |
| 7777 | 40 | F | 3 | College | NaN | abc | Blue | 28 | 2 | 3 | 1 | 2321.000 | 1190 | 0.736 | 5149 | 98 | 0.661 | 0.513 | 0 | 0 |
| 7778 | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 47 | 3 | 3 | 3 | 8185.000 | 941 | 0.874 | 4525 | 77 | 0.604 | 0.115 | 0 | 0 |
| 7779 | 53 | M | 4 | College | Single | $60K - $80K | Blue | 42 | 3 | 3 | 3 | 3096.000 | 0 | 0.684 | 4709 | 87 | 0.776 | 0.000 | 0 | 0 |
| 7780 | 57 | F | 2 | Uneducated | Married | Less than $40K | Blue | 46 | 2 | 3 | 2 | 2129.000 | 1139 | 1.025 | 4509 | 73 | 0.825 | 0.535 | 0 | 0 |
| 7781 | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2615.000 | 1404 | 0.503 | 3785 | 67 | 1.161 | 0.537 | 0 | 0 |
| 7782 | 46 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 39 | 2 | 3 | 2 | 3157.000 | 965 | 0.928 | 3300 | 58 | 0.568 | 0.306 | 1 | 1 |
| 7783 | 36 | F | 3 | College | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1707.000 | 0 | 0.319 | 2060 | 52 | 0.529 | 0.000 | 1 | 1 |
| 7784 | 49 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1838.000 | 0 | 0.650 | 5156 | 72 | 0.895 | 0.000 | 0 | 0 |
| 7785 | 38 | F | 3 | College | Married | Less than $40K | Blue | 31 | 3 | 1 | 3 | 5523.000 | 2517 | 0.720 | 4170 | 80 | 0.739 | 0.456 | 0 | 0 |
| 7786 | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 3021.000 | 0 | 0.694 | 2814 | 37 | 0.321 | 0.000 | 1 | 1 |
| 7787 | 44 | F | 4 | Post-Graduate | NaN | Less than $40K | Blue | 36 | 3 | 1 | 1 | 7317.000 | 1540 | 0.616 | 4100 | 76 | 0.810 | 0.210 | 0 | 0 |
| 7788 | 59 | F | 2 | NaN | Married | Less than $40K | Blue | 46 | 2 | 6 | 2 | 5218.000 | 1907 | 0.797 | 4658 | 85 | 0.889 | 0.365 | 0 | 0 |
| 7789 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 40 | 3 | 1 | 3 | 1438.300 | 0 | 1.052 | 4978 | 73 | 0.921 | 0.000 | 0 | 0 |
| 7790 | 54 | M | 3 | Graduate | Married | $80K - $120K | Blue | 49 | 2 | 3 | 3 | 11114.000 | 2482 | 1.080 | 5044 | 81 | 0.688 | 0.223 | 0 | 0 |
| 7791 | 51 | M | 0 | High School | Single | $80K - $120K | Blue | 45 | 3 | 2 | 3 | 10648.000 | 2517 | 0.708 | 4930 | 89 | 0.978 | 0.236 | 0 | 0 |
| 7792 | 45 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 2 | 3 | 2 | 2976.000 | 2372 | 0.772 | 4799 | 83 | 0.729 | 0.797 | 0 | 0 |
| 7793 | 52 | F | 3 | High School | Divorced | Less than $40K | Blue | 47 | 3 | 3 | 1 | 6629.000 | 2517 | 0.932 | 2599 | 50 | 0.562 | 0.380 | 1 | 1 |
| 7794 | 42 | F | 5 | NaN | Married | Less than $40K | Blue | 25 | 3 | 1 | 1 | 2812.000 | 2238 | 0.713 | 4823 | 77 | 0.833 | 0.796 | 0 | 0 |
| 7795 | 48 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 10761.000 | 1722 | 0.700 | 4731 | 82 | 0.783 | 0.160 | 0 | 0 |
| 7796 | 40 | F | 4 | High School | Married | Less than $40K | Blue | 31 | 2 | 3 | 3 | 1968.000 | 1781 | 0.972 | 5087 | 69 | 0.725 | 0.905 | 0 | 0 |
| 7797 | 55 | M | 2 | Doctorate | Single | Less than $40K | Blue | 44 | 2 | 2 | 2 | 3897.000 | 1247 | 0.689 | 3681 | 62 | 0.632 | 0.320 | 0 | 0 |
| 7798 | 45 | M | 4 | NaN | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 4721.000 | 1289 | 0.656 | 3856 | 74 | 0.762 | 0.273 | 0 | 0 |
| 7799 | 40 | M | 3 | College | Divorced | $80K - $120K | Silver | 34 | 2 | 1 | 3 | 34516.000 | 2052 | 0.477 | 3510 | 62 | 0.476 | 0.059 | 0 | 0 |
| 7800 | 33 | F | 3 | High School | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2831.000 | 1167 | 0.744 | 4460 | 65 | 0.857 | 0.412 | 0 | 0 |
| 7801 | 57 | F | 3 | Uneducated | Divorced | abc | Blue | 36 | 3 | 4 | 1 | 2312.000 | 1789 | 0.867 | 5104 | 82 | 0.783 | 0.774 | 0 | 0 |
| 7802 | 51 | M | 2 | NaN | Single | $80K - $120K | Blue | 39 | 2 | 1 | 1 | 8924.000 | 0 | 0.460 | 4441 | 87 | 0.673 | 0.000 | 0 | 0 |
| 7803 | 58 | F | 3 | NaN | Divorced | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1508.000 | 0 | 0.458 | 1990 | 31 | 0.192 | 0.000 | 1 | 1 |
| 7804 | 53 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 1438.300 | 630 | 0.667 | 4704 | 79 | 0.756 | 0.438 | 0 | 0 |
| 7805 | 46 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 2 | 1 | 3 | 21350.000 | 1724 | 0.512 | 4878 | 78 | 0.444 | 0.081 | 0 | 0 |
| 7806 | 57 | F | 3 | High School | Married | abc | Blue | 51 | 2 | 5 | 2 | 1438.300 | 0 | 0.733 | 2607 | 37 | 0.609 | 0.000 | 1 | 1 |
| 7807 | 52 | F | 1 | College | Married | abc | Blue | 43 | 3 | 3 | 1 | 10431.000 | 2163 | 0.640 | 4598 | 69 | 0.865 | 0.207 | 0 | 0 |
| 7808 | 40 | M | 4 | High School | NaN | $40K - $60K | Blue | 32 | 3 | 1 | 1 | 1438.300 | 0 | 0.657 | 4215 | 79 | 0.927 | 0.000 | 0 | 0 |
| 7809 | 37 | F | 2 | High School | Single | abc | Blue | 36 | 3 | 2 | 1 | 2346.000 | 1621 | 0.613 | 4287 | 79 | 0.717 | 0.691 | 0 | 0 |
| 7810 | 47 | F | 4 | Graduate | Single | Less than $40K | Blue | 39 | 3 | 3 | 6 | 1438.300 | 0 | 0.854 | 2295 | 51 | 0.545 | 0.000 | 1 | 1 |
| 7811 | 38 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2369.000 | 0 | 0.510 | 1924 | 48 | 0.548 | 0.000 | 1 | 1 |
| 7812 | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 2 | 1 | 1 | 3659.000 | 0 | 0.797 | 4068 | 61 | 0.694 | 0.000 | 0 | 0 |
| 7813 | 38 | F | 5 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 5 | 2 | 2153.000 | 1392 | 0.787 | 4268 | 85 | 0.667 | 0.647 | 0 | 0 |
| 7814 | 47 | F | 5 | Post-Graduate | Single | Less than $40K | Blue | 37 | 2 | 3 | 3 | 9430.000 | 0 | 0.680 | 4115 | 75 | 0.923 | 0.000 | 0 | 0 |
| 7815 | 45 | M | 2 | High School | Married | $80K - $120K | Silver | 37 | 3 | 2 | 2 | 34516.000 | 1495 | 0.520 | 3247 | 70 | 0.707 | 0.043 | 0 | 0 |
| 7816 | 44 | F | 4 | Graduate | Single | $40K - $60K | Blue | 38 | 3 | 3 | 3 | 3897.000 | 2296 | 0.746 | 4627 | 77 | 0.791 | 0.589 | 0 | 0 |
| 7817 | 47 | M | 3 | Graduate | Single | $80K - $120K | Blue | 32 | 2 | 1 | 1 | 11671.000 | 1304 | 0.491 | 4168 | 71 | 0.868 | 0.112 | 0 | 0 |
| 7818 | 48 | M | 1 | NaN | Single | $60K - $80K | Blue | 38 | 3 | 3 | 3 | 11367.000 | 1999 | 0.661 | 4175 | 63 | 0.537 | 0.176 | 0 | 0 |
| 7819 | 42 | F | 4 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 2575.000 | 2136 | 0.722 | 5267 | 83 | 0.886 | 0.830 | 0 | 0 |
| 7820 | 42 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 3433.000 | 1869 | 0.838 | 4504 | 84 | 0.787 | 0.544 | 0 | 0 |
| 7821 | 44 | M | 2 | High School | Married | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 7317.000 | 959 | 0.653 | 5082 | 86 | 0.686 | 0.131 | 0 | 0 |
| 7822 | 46 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 4416.000 | 1333 | 0.631 | 4894 | 84 | 0.647 | 0.302 | 0 | 0 |
| 7823 | 39 | M | 2 | High School | NaN | $60K - $80K | Blue | 32 | 3 | 2 | 2 | 1715.000 | 0 | 0.896 | 5910 | 91 | 0.517 | 0.000 | 0 | 0 |
| 7824 | 57 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 41 | 2 | 3 | 3 | 3667.000 | 809 | 0.778 | 5322 | 79 | 0.975 | 0.221 | 0 | 0 |
| 7825 | 54 | F | 1 | Graduate | Single | abc | Blue | 41 | 3 | 3 | 3 | 1874.000 | 0 | 0.806 | 2535 | 55 | 0.618 | 0.000 | 1 | 1 |
| 7826 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 2 | 1 | 2 | 1438.300 | 491 | 0.730 | 5102 | 83 | 0.694 | 0.341 | 0 | 0 |
| 7827 | 56 | F | 0 | NaN | Single | Less than $40K | Blue | 44 | 3 | 2 | 0 | 1579.000 | 768 | 0.888 | 4241 | 72 | 0.946 | 0.486 | 0 | 0 |
| 7828 | 54 | F | 3 | Uneducated | Married | $40K - $60K | Blue | 49 | 3 | 1 | 3 | 1626.000 | 0 | 0.664 | 4830 | 87 | 0.642 | 0.000 | 0 | 0 |
| 7829 | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 44 | 2 | 2 | 1 | 1596.000 | 1185 | 0.687 | 5235 | 76 | 1.000 | 0.742 | 0 | 0 |
| 7830 | 56 | F | 1 | NaN | Married | $40K - $60K | Blue | 49 | 2 | 2 | 2 | 2604.000 | 1395 | 0.528 | 4498 | 85 | 0.700 | 0.536 | 0 | 0 |
| 7831 | 61 | F | 1 | Graduate | Married | abc | Blue | 50 | 3 | 3 | 1 | 3359.000 | 1405 | 0.684 | 4871 | 79 | 0.975 | 0.418 | 0 | 0 |
| 7832 | 38 | F | 3 | High School | Married | $40K - $60K | Blue | 27 | 2 | 3 | 3 | 2363.000 | 2033 | 0.498 | 3904 | 66 | 0.610 | 0.860 | 0 | 0 |
| 7833 | 55 | F | 4 | Uneducated | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 4978.000 | 923 | 0.883 | 5025 | 62 | 0.879 | 0.185 | 0 | 0 |
| 7834 | 38 | M | 1 | Graduate | Single | $80K - $120K | Blue | 29 | 3 | 3 | 3 | 2155.000 | 1290 | 0.718 | 3781 | 61 | 0.906 | 0.599 | 0 | 0 |
| 7835 | 38 | F | 4 | Graduate | Married | $40K - $60K | Blue | 33 | 4 | 3 | 1 | 4047.000 | 0 | 0.648 | 2134 | 34 | 0.478 | 0.000 | 1 | 1 |
| 7836 | 47 | F | 5 | Doctorate | Married | abc | Blue | 42 | 3 | 5 | 3 | 4345.000 | 2176 | 0.752 | 2458 | 44 | 0.467 | 0.501 | 1 | 1 |
| 7837 | 55 | M | 4 | Graduate | Single | $80K - $120K | Blue | 44 | 2 | 3 | 2 | 1854.000 | 794 | 0.614 | 4035 | 80 | 0.739 | 0.428 | 0 | 0 |
| 7838 | 50 | M | 1 | High School | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 5384.000 | 1396 | 0.756 | 4338 | 75 | 0.829 | 0.259 | 0 | 0 |
| 7839 | 48 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 1438.300 | 965 | 0.544 | 4182 | 81 | 0.723 | 0.671 | 0 | 0 |
| 7840 | 33 | F | 2 | Graduate | Single | Less than $40K | Blue | 19 | 3 | 2 | 3 | 5141.000 | 1737 | 0.985 | 5859 | 82 | 0.783 | 0.338 | 0 | 0 |
| 7841 | 44 | M | 3 | Graduate | Married | $120K + | Blue | 31 | 2 | 2 | 3 | 3977.000 | 1325 | 0.769 | 4076 | 62 | 0.632 | 0.333 | 0 | 0 |
| 7842 | 52 | M | 2 | Uneducated | Single | $120K + | Blue | 36 | 3 | 2 | 1 | 2507.000 | 1259 | 0.850 | 4461 | 73 | 0.921 | 0.502 | 0 | 0 |
| 7843 | 46 | F | 3 | NaN | NaN | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7199.000 | 1235 | 0.830 | 4050 | 78 | 0.814 | 0.172 | 0 | 0 |
| 7844 | 41 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 1 | 3786.000 | 1171 | 0.697 | 5369 | 75 | 0.596 | 0.309 | 0 | 0 |
| 7845 | 50 | F | 2 | High School | Married | Less than $40K | Silver | 37 | 1 | 3 | 2 | 13384.000 | 0 | 0.696 | 4773 | 77 | 0.674 | 0.000 | 0 | 0 |
| 7846 | 39 | M | 2 | High School | Single | $120K + | Blue | 33 | 1 | 3 | 4 | 1726.000 | 1476 | 0.371 | 1804 | 34 | 0.259 | 0.855 | 1 | 1 |
| 7847 | 42 | F | 1 | College | Married | Less than $40K | Blue | 35 | 2 | 1 | 3 | 2873.000 | 2517 | 0.803 | 4897 | 71 | 1.088 | 0.876 | 0 | 0 |
| 7848 | 33 | F | 2 | Doctorate | Single | Less than $40K | Blue | 26 | 2 | 3 | 2 | 1438.300 | 0 | 0.613 | 4196 | 87 | 0.891 | 0.000 | 0 | 0 |
| 7849 | 44 | F | 2 | College | Single | Less than $40K | Blue | 34 | 4 | 3 | 3 | 1751.000 | 0 | 0.506 | 2078 | 37 | 0.423 | 0.000 | 1 | 1 |
| 7850 | 42 | F | 5 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 7434.000 | 0 | 0.630 | 4182 | 76 | 1.171 | 0.000 | 0 | 0 |
| 7851 | 52 | F | 3 | NaN | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 1438.300 | 787 | 0.601 | 4956 | 89 | 0.745 | 0.547 | 0 | 0 |
| 7852 | 59 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 54 | 1 | 1 | 3 | 1438.300 | 0 | 0.610 | 4919 | 72 | 0.756 | 0.000 | 0 | 0 |
| 7853 | 45 | F | 3 | NaN | Divorced | $40K - $60K | Blue | 26 | 1 | 1 | 2 | 2032.000 | 1195 | 0.642 | 4479 | 80 | 0.667 | 0.588 | 0 | 0 |
| 7854 | 61 | M | 0 | Graduate | Married | abc | Blue | 36 | 2 | 3 | 3 | 6959.000 | 945 | 0.816 | 4553 | 84 | 0.714 | 0.136 | 0 | 0 |
| 7855 | 43 | F | 4 | High School | Divorced | Less than $40K | Blue | 32 | 2 | 3 | 2 | 8203.000 | 0 | 0.691 | 2613 | 46 | 0.840 | 0.000 | 1 | 1 |
| 7856 | 59 | M | 1 | College | Single | $120K + | Blue | 47 | 2 | 4 | 2 | 4789.000 | 357 | 0.798 | 2496 | 41 | 0.640 | 0.075 | 1 | 1 |
| 7857 | 46 | M | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 2 | 2 | 4 | 2979.000 | 0 | 0.644 | 2061 | 38 | 0.462 | 0.000 | 1 | 1 |
| 7858 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 3 | 2 | 2391.000 | 0 | 0.669 | 2857 | 40 | 0.600 | 0.000 | 1 | 1 |
| 7859 | 63 | F | 0 | Uneducated | Single | Less than $40K | Blue | 56 | 2 | 2 | 2 | 7264.000 | 851 | 0.814 | 3527 | 69 | 0.816 | 0.117 | 0 | 0 |
| 7860 | 45 | F | 3 | Graduate | Single | abc | Blue | 36 | 1 | 2 | 2 | 4348.000 | 1830 | 1.036 | 4293 | 66 | 0.692 | 0.421 | 0 | 0 |
| 7861 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 2 | 2 | 3002.000 | 1446 | 0.815 | 4851 | 74 | 0.947 | 0.482 | 0 | 0 |
| 7862 | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 32 | 1 | 2 | 2 | 4162.000 | 1641 | 0.719 | 3967 | 75 | 0.923 | 0.394 | 0 | 0 |
| 7863 | 46 | F | 1 | NaN | NaN | Less than $40K | Blue | 34 | 1 | 3 | 1 | 2762.000 | 1793 | 0.901 | 5006 | 78 | 0.660 | 0.649 | 0 | 0 |
| 7864 | 42 | F | 1 | High School | Married | $40K - $60K | Blue | 36 | 5 | 3 | 2 | 2705.000 | 2430 | 0.698 | 2602 | 43 | 0.433 | 0.898 | 1 | 1 |
| 7865 | 53 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 0 | 3742.000 | 1454 | 0.894 | 5326 | 62 | 0.676 | 0.389 | 0 | 0 |
| 7866 | 60 | F | 1 | College | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1671.000 | 1047 | 0.727 | 5189 | 79 | 0.795 | 0.627 | 0 | 0 |
| 7867 | 55 | F | 3 | College | Divorced | Less than $40K | Blue | 46 | 2 | 3 | 3 | 3282.000 | 2262 | 0.653 | 4674 | 84 | 0.585 | 0.689 | 0 | 0 |
| 7868 | 50 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 45 | 2 | 3 | 2 | 1529.000 | 710 | 0.657 | 4751 | 81 | 0.884 | 0.464 | 0 | 0 |
| 7869 | 34 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 29 | 2 | 3 | 3 | 2509.000 | 1897 | 0.938 | 4837 | 74 | 0.542 | 0.756 | 0 | 0 |
| 7870 | 54 | F | 1 | NaN | Married | $40K - $60K | Blue | 49 | 4 | 3 | 6 | 2471.000 | 0 | 0.722 | 2519 | 35 | 0.522 | 0.000 | 1 | 1 |
| 7871 | 42 | F | 3 | Graduate | NaN | abc | Blue | 32 | 2 | 3 | 2 | 9749.000 | 859 | 0.584 | 4684 | 86 | 0.623 | 0.088 | 0 | 0 |
| 7872 | 48 | F | 3 | High School | NaN | Less than $40K | Blue | 37 | 1 | 2 | 3 | 1438.300 | 0 | 0.584 | 4236 | 83 | 0.844 | 0.000 | 0 | 0 |
| 7873 | 46 | M | 3 | High School | Married | $120K + | Blue | 35 | 2 | 2 | 3 | 4916.000 | 1122 | 0.659 | 4813 | 87 | 0.706 | 0.228 | 0 | 0 |
| 7874 | 47 | F | 5 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 6 | 1 | 2291.000 | 1419 | 0.725 | 4498 | 81 | 0.761 | 0.619 | 0 | 0 |
| 7875 | 42 | F | 3 | Graduate | Single | $40K - $60K | Blue | 34 | 1 | 2 | 1 | 1528.000 | 820 | 0.908 | 5212 | 88 | 0.833 | 0.537 | 0 | 0 |
| 7876 | 52 | F | 3 | High School | Married | abc | Blue | 36 | 2 | 2 | 2 | 8279.000 | 1582 | 0.760 | 4419 | 63 | 0.658 | 0.191 | 0 | 0 |
| 7877 | 45 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 5945.000 | 2015 | 0.815 | 3645 | 70 | 1.000 | 0.339 | 0 | 0 |
| 7878 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 1438.300 | 0 | 0.773 | 4625 | 93 | 0.938 | 0.000 | 0 | 0 |
| 7879 | 54 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1857.000 | 0 | 0.488 | 2464 | 57 | 0.839 | 0.000 | 1 | 1 |
| 7880 | 42 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 30 | 1 | 2 | 3 | 3086.000 | 0 | 0.808 | 4129 | 81 | 0.884 | 0.000 | 0 | 0 |
| 7881 | 54 | F | 3 | Graduate | Married | Less than $40K | Blue | 49 | 1 | 1 | 2 | 2598.000 | 1343 | 0.637 | 4692 | 86 | 0.720 | 0.517 | 0 | 0 |
| 7882 | 38 | F | 1 | High School | Married | $40K - $60K | Blue | 19 | 1 | 1 | 2 | 5559.000 | 1600 | 0.716 | 5344 | 82 | 0.864 | 0.288 | 0 | 0 |
| 7883 | 51 | M | 1 | Graduate | Single | $80K - $120K | Blue | 39 | 1 | 1 | 3 | 7562.000 | 1080 | 0.561 | 5010 | 85 | 0.700 | 0.143 | 0 | 0 |
| 7884 | 41 | F | 3 | High School | Married | Less than $40K | Blue | 15 | 1 | 1 | 2 | 4662.000 | 0 | 0.661 | 4931 | 81 | 0.841 | 0.000 | 0 | 0 |
| 7885 | 52 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 2 | 3 | 2904.000 | 2517 | 0.586 | 4503 | 89 | 0.712 | 0.867 | 0 | 0 |
| 7886 | 42 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 2676.000 | 1962 | 0.668 | 5020 | 75 | 0.786 | 0.733 | 0 | 0 |
| 7887 | 46 | F | 4 | Graduate | Married | abc | Blue | 32 | 2 | 1 | 1 | 5798.000 | 680 | 0.708 | 5027 | 82 | 0.640 | 0.117 | 0 | 0 |
| 7888 | 46 | F | 2 | NaN | Single | Less than $40K | Blue | 41 | 2 | 3 | 3 | 2665.000 | 2157 | 0.637 | 4249 | 76 | 1.235 | 0.809 | 0 | 0 |
| 7889 | 55 | F | 1 | High School | Single | $40K - $60K | Blue | 47 | 2 | 3 | 1 | 2343.000 | 1780 | 0.792 | 5167 | 78 | 0.773 | 0.760 | 0 | 0 |
| 7890 | 29 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 1 | 1 | 2 | 2763.000 | 1879 | 0.701 | 4660 | 80 | 0.778 | 0.680 | 0 | 0 |
| 7891 | 62 | F | 0 | Graduate | Single | abc | Blue | 45 | 2 | 2 | 3 | 10503.000 | 0 | 0.886 | 4755 | 88 | 0.725 | 0.000 | 0 | 0 |
| 7892 | 47 | F | 2 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 2780.000 | 2216 | 0.826 | 4980 | 78 | 0.857 | 0.797 | 0 | 0 |
| 7893 | 47 | F | 2 | Graduate | Married | Less than $40K | Blue | 34 | 2 | 2 | 2 | 2234.000 | 2024 | 0.717 | 2313 | 37 | 0.321 | 0.906 | 1 | 1 |
| 7894 | 35 | F | 1 | Graduate | Single | Less than $40K | Blue | 30 | 2 | 2 | 2 | 1649.000 | 0 | 0.683 | 2549 | 54 | 0.588 | 0.000 | 1 | 1 |
| 7895 | 42 | F | 4 | Uneducated | Married | abc | Blue | 36 | 6 | 2 | 3 | 5557.000 | 2246 | 0.518 | 2299 | 39 | 0.444 | 0.404 | 1 | 1 |
| 7896 | 48 | F | 2 | Uneducated | Married | abc | Blue | 35 | 2 | 3 | 3 | 6074.000 | 0 | 0.782 | 4504 | 90 | 0.765 | 0.000 | 0 | 0 |
| 7897 | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 21 | 5 | 2 | 2 | 1728.000 | 0 | 0.410 | 2191 | 38 | 0.357 | 0.000 | 1 | 1 |
| 7898 | 46 | F | 3 | Graduate | Married | abc | Blue | 40 | 1 | 1 | 1 | 3044.000 | 1973 | 0.946 | 4747 | 73 | 1.028 | 0.648 | 0 | 0 |
| 7899 | 41 | F | 1 | Graduate | Single | $40K - $60K | Blue | 28 | 1 | 3 | 1 | 8482.000 | 585 | 0.624 | 4245 | 74 | 0.897 | 0.069 | 0 | 0 |
| 7900 | 35 | F | 3 | NaN | Single | abc | Blue | 29 | 4 | 2 | 3 | 1438.300 | 0 | 0.748 | 2549 | 56 | 0.750 | 0.000 | 1 | 1 |
| 7901 | 52 | M | 1 | High School | Single | $80K - $120K | Blue | 44 | 1 | 3 | 2 | 3770.000 | 0 | 0.544 | 2387 | 51 | 0.500 | 0.000 | 1 | 1 |
| 7902 | 56 | F | 2 | NaN | Single | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 2963.000 | 0 | 0.902 | 2919 | 47 | 0.382 | 0.000 | 1 | 1 |
| 7903 | 48 | F | 2 | Graduate | Single | abc | Blue | 37 | 4 | 2 | 3 | 11750.000 | 487 | 0.772 | 2532 | 48 | 0.548 | 0.041 | 1 | 1 |
| 7904 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1593.000 | 0 | 0.610 | 4853 | 78 | 0.592 | 0.000 | 0 | 0 |
| 7905 | 38 | M | 3 | Graduate | Single | $40K - $60K | Blue | 20 | 1 | 3 | 3 | 10486.000 | 1544 | 0.716 | 4042 | 77 | 0.925 | 0.147 | 0 | 0 |
| 7906 | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 41 | 4 | 2 | 3 | 2168.000 | 1323 | 0.687 | 2499 | 38 | 0.407 | 0.610 | 1 | 1 |
| 7907 | 38 | F | 2 | Uneducated | Single | abc | Blue | 28 | 2 | 3 | 3 | 5666.000 | 1393 | 0.840 | 5015 | 90 | 0.915 | 0.246 | 0 | 0 |
| 7908 | 53 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 34 | 1 | 2 | 3 | 13679.000 | 0 | 0.908 | 4060 | 61 | 1.346 | 0.000 | 0 | 0 |
| 7909 | 45 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 2143.000 | 1479 | 0.708 | 4404 | 77 | 0.750 | 0.690 | 0 | 0 |
| 7910 | 57 | F | 0 | College | Married | Less than $40K | Blue | 47 | 2 | 3 | 1 | 4945.000 | 1779 | 0.536 | 4037 | 72 | 0.756 | 0.360 | 0 | 0 |
| 7911 | 54 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 0 | 1921.000 | 1334 | 0.694 | 4512 | 90 | 0.765 | 0.694 | 0 | 0 |
| 7912 | 45 | F | 4 | Graduate | Single | Less than $40K | Blue | 33 | 2 | 1 | 3 | 3001.000 | 2055 | 0.838 | 4662 | 70 | 0.628 | 0.685 | 0 | 0 |
| 7913 | 38 | F | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 2132.000 | 1084 | 0.767 | 4874 | 78 | 0.660 | 0.508 | 0 | 0 |
| 7914 | 45 | F | 4 | Doctorate | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1663.000 | 1012 | 0.886 | 2729 | 38 | 0.520 | 0.609 | 1 | 1 |
| 7915 | 32 | F | 0 | NaN | Divorced | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1732.000 | 0 | 0.683 | 2479 | 43 | 0.536 | 0.000 | 1 | 1 |
| 7916 | 46 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 2652.000 | 2386 | 0.766 | 5329 | 83 | 0.729 | 0.900 | 0 | 0 |
| 7917 | 41 | M | 4 | College | Married | $80K - $120K | Blue | 22 | 1 | 2 | 3 | 5037.000 | 1670 | 0.787 | 4379 | 67 | 0.811 | 0.332 | 0 | 0 |
| 7918 | 51 | F | 1 | NaN | Single | abc | Blue | 45 | 2 | 2 | 3 | 6519.000 | 2178 | 0.739 | 4505 | 71 | 0.732 | 0.334 | 0 | 0 |
| 7919 | 60 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 2347.000 | 1488 | 0.621 | 3977 | 83 | 0.886 | 0.634 | 0 | 0 |
| 7920 | 31 | F | 1 | College | Divorced | Less than $40K | Blue | 21 | 2 | 2 | 3 | 2061.000 | 1904 | 0.786 | 4480 | 86 | 0.870 | 0.924 | 0 | 0 |
| 7921 | 44 | M | 3 | NaN | Single | $40K - $60K | Blue | 38 | 5 | 2 | 2 | 1643.000 | 0 | 0.600 | 1754 | 39 | 0.560 | 0.000 | 1 | 1 |
| 7922 | 49 | F | 1 | College | Married | abc | Blue | 36 | 1 | 3 | 2 | 5039.000 | 2489 | 0.875 | 4770 | 74 | 0.947 | 0.494 | 0 | 0 |
| 7923 | 53 | F | 3 | NaN | Single | Less than $40K | Blue | 42 | 1 | 1 | 3 | 2915.000 | 2041 | 0.927 | 4272 | 70 | 0.750 | 0.700 | 0 | 0 |
| 7924 | 33 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 2 | 2 | 2 | 1507.000 | 0 | 0.723 | 4698 | 87 | 0.851 | 0.000 | 0 | 0 |
| 7925 | 46 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 3073.000 | 2517 | 0.841 | 4858 | 77 | 0.974 | 0.819 | 0 | 0 |
| 7926 | 43 | F | 3 | Graduate | Married | abc | Blue | 32 | 2 | 3 | 3 | 8314.000 | 1349 | 0.531 | 5028 | 80 | 0.702 | 0.162 | 0 | 0 |
| 7927 | 42 | F | 3 | High School | NaN | abc | Blue | 34 | 1 | 3 | 1 | 2798.000 | 1049 | 0.890 | 5758 | 87 | 0.706 | 0.375 | 0 | 0 |
| 7928 | 40 | M | 4 | NaN | Single | $60K - $80K | Blue | 26 | 2 | 2 | 3 | 20929.000 | 1652 | 0.523 | 4001 | 76 | 0.689 | 0.079 | 0 | 0 |
| 7929 | 46 | M | 2 | Graduate | Married | $120K + | Blue | 34 | 2 | 3 | 3 | 1754.000 | 894 | 0.691 | 4874 | 79 | 0.837 | 0.510 | 0 | 0 |
| 7930 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 45 | 1 | 1 | 1 | 4209.000 | 0 | 0.856 | 5938 | 83 | 0.694 | 0.000 | 0 | 1 |
| 7931 | 45 | M | 3 | College | Divorced | $40K - $60K | Blue | 37 | 1 | 3 | 2 | 2449.000 | 0 | 0.706 | 5497 | 88 | 0.630 | 0.000 | 0 | 0 |
| 7932 | 39 | M | 3 | College | Married | $80K - $120K | Blue | 30 | 2 | 3 | 3 | 4618.000 | 0 | 0.717 | 2476 | 49 | 0.750 | 0.000 | 1 | 1 |
| 7933 | 41 | F | 2 | College | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 1654.000 | 1093 | 0.650 | 4596 | 82 | 0.822 | 0.661 | 0 | 0 |
| 7934 | 49 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1544.000 | 999 | 0.786 | 4215 | 53 | 1.120 | 0.647 | 0 | 0 |
| 7935 | 60 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 54 | 1 | 2 | 1 | 3618.000 | 972 | 0.578 | 4228 | 63 | 0.465 | 0.269 | 0 | 1 |
| 7936 | 37 | M | 3 | High School | Single | $80K - $120K | Blue | 24 | 1 | 2 | 3 | 3437.000 | 1064 | 0.851 | 5110 | 76 | 0.854 | 0.310 | 0 | 0 |
| 7937 | 50 | M | 2 | Graduate | Single | $80K - $120K | Blue | 46 | 2 | 3 | 2 | 5965.000 | 622 | 0.728 | 4637 | 91 | 0.655 | 0.104 | 0 | 0 |
| 7938 | 46 | F | 2 | Doctorate | Married | Less than $40K | Blue | 33 | 2 | 3 | 1 | 2644.000 | 1517 | 0.721 | 4815 | 83 | 0.804 | 0.574 | 0 | 0 |
| 7939 | 59 | F | 1 | College | Married | $40K - $60K | Blue | 49 | 2 | 2 | 1 | 3481.000 | 603 | 0.692 | 4556 | 81 | 0.473 | 0.173 | 0 | 0 |
| 7940 | 49 | F | 5 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3272.000 | 2085 | 0.417 | 4444 | 83 | 0.627 | 0.637 | 0 | 0 |
| 7941 | 35 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3019.000 | 1462 | 0.718 | 4509 | 71 | 0.732 | 0.484 | 0 | 0 |
| 7942 | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 2 | 1 | 2 | 1801.000 | 0 | 0.516 | 5047 | 79 | 0.756 | 0.000 | 0 | 0 |
| 7943 | 27 | F | 0 | High School | Single | Less than $40K | Blue | 18 | 6 | 1 | 4 | 1438.300 | 0 | 0.781 | 2641 | 40 | 0.600 | 0.000 | 1 | 1 |
| 7944 | 41 | F | 1 | Uneducated | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 2909.000 | 1201 | 0.729 | 4230 | 68 | 0.659 | 0.413 | 0 | 0 |
| 7945 | 45 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 4688.000 | 0 | 0.593 | 5248 | 89 | 0.745 | 0.000 | 0 | 0 |
| 7946 | 37 | F | 2 | College | Single | Less than $40K | Blue | 26 | 1 | 1 | 2 | 1438.300 | 0 | 0.587 | 3948 | 84 | 0.680 | 0.000 | 0 | 0 |
| 7947 | 47 | F | 2 | NaN | Married | Less than $40K | Blue | 42 | 1 | 3 | 3 | 1438.300 | 0 | 0.677 | 4624 | 73 | 0.587 | 0.000 | 0 | 0 |
| 7948 | 41 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 2 | 2 | 1655.000 | 0 | 0.496 | 2156 | 37 | 0.194 | 0.000 | 1 | 1 |
| 7949 | 47 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 1 | 1 | 1 | 1438.300 | 601 | 1.000 | 4669 | 83 | 0.729 | 0.418 | 0 | 0 |
| 7950 | 41 | F | 3 | High School | Single | abc | Blue | 32 | 2 | 1 | 1 | 4745.000 | 1157 | 0.965 | 4705 | 78 | 0.902 | 0.244 | 0 | 0 |
| 7951 | 51 | F | 2 | High School | Divorced | Less than $40K | Blue | 36 | 2 | 1 | 1 | 1438.300 | 0 | 0.765 | 4866 | 65 | 0.625 | 0.000 | 0 | 0 |
| 7952 | 53 | F | 2 | High School | Married | $40K - $60K | Blue | 37 | 1 | 4 | 3 | 5182.000 | 2500 | 0.869 | 5012 | 85 | 0.809 | 0.482 | 0 | 0 |
| 7953 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 4 | 1438.300 | 0 | 0.350 | 1757 | 44 | 0.467 | 0.000 | 1 | 1 |
| 7954 | 43 | F | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 4287.000 | 0 | 0.807 | 4874 | 82 | 0.708 | 0.000 | 0 | 0 |
| 7955 | 54 | F | 2 | NaN | Married | abc | Blue | 49 | 2 | 4 | 3 | 1812.000 | 1798 | 0.735 | 2921 | 44 | 0.692 | 0.992 | 1 | 1 |
| 7956 | 53 | F | 3 | College | Married | $40K - $60K | Blue | 46 | 2 | 1 | 1 | 2304.000 | 1144 | 0.772 | 4505 | 85 | 1.179 | 0.497 | 0 | 0 |
| 7957 | 51 | F | 0 | Doctorate | Married | abc | Blue | 46 | 1 | 3 | 3 | 13623.000 | 1432 | 0.594 | 4534 | 83 | 0.886 | 0.105 | 0 | 0 |
| 7958 | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2765.000 | 0 | 0.465 | 4010 | 59 | 0.513 | 0.000 | 0 | 1 |
| 7959 | 54 | M | 5 | NaN | Married | $120K + | Blue | 42 | 1 | 1 | 3 | 3731.000 | 1903 | 0.915 | 4667 | 88 | 0.725 | 0.510 | 0 | 0 |
| 7960 | 46 | F | 3 | College | Single | Less than $40K | Blue | 41 | 1 | 3 | 2 | 2485.000 | 861 | 0.566 | 4728 | 81 | 0.761 | 0.346 | 0 | 0 |
| 7961 | 50 | F | 4 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2446.000 | 1763 | 0.598 | 4310 | 75 | 0.875 | 0.721 | 0 | 0 |
| 7962 | 44 | F | 4 | NaN | Married | Less than $40K | Blue | 28 | 5 | 2 | 3 | 2020.000 | 0 | 0.716 | 2621 | 45 | 0.552 | 0.000 | 1 | 1 |
| 7963 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 42 | 2 | 2 | 1 | 2214.000 | 1025 | 0.567 | 5084 | 82 | 0.745 | 0.463 | 0 | 0 |
| 7964 | 45 | F | 3 | NaN | Divorced | Less than $40K | Blue | 34 | 1 | 2 | 1 | 1811.000 | 787 | 0.585 | 4882 | 80 | 1.162 | 0.435 | 0 | 0 |
| 7965 | 56 | F | 2 | College | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 5254.000 | 0 | 0.651 | 4546 | 89 | 0.712 | 0.000 | 0 | 0 |
| 7966 | 36 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 26 | 1 | 2 | 3 | 1821.000 | 1486 | 0.827 | 2824 | 43 | 0.387 | 0.816 | 1 | 1 |
| 7967 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 3024.000 | 0 | 0.750 | 4983 | 78 | 0.733 | 0.000 | 0 | 0 |
| 7968 | 50 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1930.000 | 952 | 0.670 | 3862 | 80 | 0.818 | 0.493 | 0 | 0 |
| 7969 | 54 | F | 2 | High School | Single | Less than $40K | Blue | 48 | 1 | 3 | 2 | 1517.000 | 556 | 0.622 | 4981 | 82 | 0.864 | 0.367 | 0 | 0 |
| 7970 | 39 | F | 1 | High School | Married | Less than $40K | Blue | 25 | 2 | 2 | 1 | 2024.000 | 0 | 0.801 | 2870 | 36 | 0.500 | 0.000 | 1 | 1 |
| 7971 | 53 | M | 5 | Uneducated | Married | $120K + | Blue | 38 | 4 | 2 | 2 | 19138.000 | 0 | 0.482 | 2028 | 43 | 0.303 | 0.000 | 1 | 1 |
| 7972 | 56 | M | 1 | Graduate | Single | $80K - $120K | Blue | 51 | 2 | 3 | 1 | 16835.000 | 897 | 0.767 | 4059 | 80 | 0.778 | 0.053 | 0 | 0 |
| 7973 | 60 | F | 0 | High School | Married | abc | Blue | 55 | 4 | 1 | 3 | 5549.000 | 0 | 0.703 | 2412 | 38 | 0.520 | 0.000 | 1 | 1 |
| 7974 | 42 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2145.000 | 0 | 0.577 | 2465 | 42 | 0.355 | 0.000 | 1 | 1 |
| 7975 | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 4654.000 | 1349 | 0.810 | 4277 | 71 | 0.690 | 0.290 | 0 | 0 |
| 7976 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 9114.000 | 0 | 0.654 | 2740 | 52 | 0.625 | 0.000 | 1 | 1 |
| 7977 | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 18 | 2 | 2 | 3 | 3043.000 | 2054 | 0.735 | 4833 | 85 | 0.667 | 0.675 | 0 | 0 |
| 7978 | 53 | F | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 2 | 2 | 2 | 4621.000 | 913 | 0.917 | 4952 | 82 | 0.745 | 0.198 | 0 | 0 |
| 7979 | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 2 | 1 | 2758.000 | 461 | 0.580 | 4244 | 96 | 0.778 | 0.167 | 0 | 0 |
| 7980 | 54 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1740.000 | 0 | 0.811 | 4751 | 93 | 0.860 | 0.000 | 0 | 0 |
| 7981 | 34 | F | 4 | Doctorate | Married | abc | Blue | 36 | 1 | 2 | 2 | 7744.000 | 1804 | 0.942 | 4572 | 60 | 0.935 | 0.233 | 0 | 0 |
| 7982 | 50 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3350.000 | 1335 | 0.781 | 4906 | 89 | 0.561 | 0.399 | 0 | 0 |
| 7983 | 40 | M | 5 | High School | Single | $120K + | Blue | 31 | 1 | 1 | 3 | 34516.000 | 1427 | 0.706 | 3699 | 64 | 0.488 | 0.041 | 0 | 0 |
| 7984 | 47 | F | 1 | High School | Single | abc | Blue | 36 | 2 | 1 | 3 | 2874.000 | 2201 | 0.718 | 4779 | 86 | 0.792 | 0.766 | 0 | 0 |
| 7985 | 40 | F | 3 | Doctorate | Single | abc | Blue | 27 | 1 | 1 | 2 | 2896.000 | 2100 | 0.728 | 4614 | 83 | 0.694 | 0.725 | 0 | 0 |
| 7986 | 41 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 28 | 1 | 1 | 3 | 9294.000 | 1764 | 1.026 | 4531 | 73 | 0.738 | 0.190 | 0 | 0 |
| 7987 | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 39 | 1 | 2 | 2 | 9389.000 | 727 | 0.533 | 3415 | 84 | 0.556 | 0.077 | 0 | 0 |
| 7988 | 44 | M | 3 | College | Married | $40K - $60K | Blue | 30 | 2 | 3 | 3 | 9317.000 | 847 | 0.765 | 4121 | 81 | 0.723 | 0.091 | 0 | 0 |
| 7989 | 34 | M | 1 | College | NaN | $40K - $60K | Blue | 20 | 2 | 1 | 3 | 7452.000 | 1656 | 0.600 | 3339 | 51 | 0.962 | 0.222 | 0 | 1 |
| 7990 | 39 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1817.000 | 0 | 0.583 | 2216 | 44 | 0.833 | 0.000 | 1 | 1 |
| 7991 | 58 | M | 3 | High School | Single | $80K - $120K | Blue | 51 | 2 | 2 | 1 | 10021.000 | 1952 | 0.699 | 4431 | 68 | 0.581 | 0.195 | 0 | 0 |
| 7992 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 2344.000 | 1081 | 0.619 | 3889 | 80 | 0.860 | 0.461 | 0 | 0 |
| 7993 | 48 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 34 | 2 | 3 | 1 | 3072.000 | 1734 | 0.754 | 4540 | 78 | 0.857 | 0.564 | 0 | 0 |
| 7994 | 38 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 1946.000 | 1430 | 0.564 | 4643 | 87 | 0.812 | 0.735 | 0 | 0 |
| 7995 | 52 | F | 1 | Graduate | Married | Less than $40K | Blue | 42 | 1 | 5 | 3 | 1471.000 | 0 | 0.624 | 2253 | 48 | 0.455 | 0.000 | 1 | 1 |
| 7996 | 42 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1438.300 | 0 | 0.663 | 2418 | 48 | 0.778 | 0.000 | 1 | 1 |
| 7997 | 43 | F | 4 | College | Married | Less than $40K | Blue | 28 | 5 | 2 | 4 | 1484.000 | 0 | 0.200 | 1664 | 39 | 0.500 | 0.000 | 1 | 1 |
| 7998 | 37 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 2 | 5 | 3233.000 | 2517 | 0.000 | 1339 | 32 | 0.000 | 0.779 | 1 | 1 |
| 7999 | 55 | F | 2 | Graduate | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 1745.000 | 1168 | 0.701 | 4562 | 67 | 0.634 | 0.669 | 0 | 0 |
| 8000 | 59 | F | 1 | Uneducated | Divorced | abc | Blue | 53 | 1 | 3 | 1 | 3709.000 | 1197 | 0.824 | 5557 | 82 | 1.000 | 0.323 | 0 | 0 |
| 8001 | 53 | F | 2 | College | Married | Less than $40K | Blue | 43 | 2 | 1 | 3 | 2160.000 | 2057 | 0.858 | 4518 | 93 | 0.788 | 0.952 | 0 | 0 |
| 8002 | 41 | M | 5 | NaN | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 1438.300 | 892 | 0.790 | 4426 | 88 | 0.660 | 0.620 | 0 | 0 |
| 8003 | 55 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 2 | 1 | 2638.000 | 1423 | 0.551 | 4153 | 77 | 0.925 | 0.539 | 0 | 0 |
| 8004 | 56 | M | 2 | College | Married | $80K - $120K | Blue | 50 | 1 | 1 | 3 | 10214.000 | 1433 | 0.640 | 4493 | 79 | 0.881 | 0.140 | 0 | 0 |
| 8005 | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3240.000 | 0 | 0.812 | 4803 | 83 | 0.804 | 0.000 | 0 | 0 |
| 8006 | 58 | F | 5 | NaN | Married | $40K - $60K | Blue | 47 | 1 | 3 | 3 | 2038.000 | 1099 | 0.809 | 4784 | 70 | 0.750 | 0.539 | 0 | 0 |
| 8007 | 49 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 1438.300 | 0 | 0.570 | 5104 | 75 | 0.630 | 0.000 | 0 | 0 |
| 8008 | 53 | F | 3 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 3 | 5 | 1438.300 | 1030 | 0.609 | 1985 | 38 | 0.407 | 0.716 | 1 | 1 |
| 8009 | 56 | M | 3 | High School | Divorced | $80K - $120K | Blue | 52 | 2 | 3 | 1 | 8111.000 | 2051 | 0.999 | 3719 | 69 | 0.643 | 0.253 | 0 | 0 |
| 8010 | 60 | F | 0 | Doctorate | Married | abc | Blue | 41 | 1 | 3 | 1 | 10730.000 | 970 | 0.645 | 4939 | 71 | 0.972 | 0.090 | 0 | 0 |
| 8011 | 46 | F | 3 | Uneducated | Married | abc | Blue | 36 | 2 | 3 | 1 | 2872.000 | 357 | 0.869 | 2629 | 41 | 0.640 | 0.124 | 1 | 1 |
| 8012 | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 31 | 4 | 3 | 2 | 1567.000 | 0 | 0.424 | 2138 | 41 | 0.577 | 0.000 | 1 | 1 |
| 8013 | 43 | M | 3 | College | Divorced | $80K - $120K | Blue | 32 | 6 | 3 | 2 | 7278.000 | 0 | 0.618 | 2120 | 43 | 0.593 | 0.000 | 1 | 1 |
| 8014 | 45 | F | 2 | College | NaN | Less than $40K | Blue | 29 | 2 | 2 | 3 | 1438.300 | 0 | 0.729 | 5025 | 85 | 0.735 | 0.000 | 0 | 0 |
| 8015 | 34 | F | 1 | College | Single | abc | Blue | 20 | 2 | 2 | 2 | 3190.000 | 1959 | 0.622 | 4220 | 66 | 0.610 | 0.614 | 0 | 0 |
| 8016 | 36 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1470.000 | 458 | 0.543 | 2383 | 39 | 0.444 | 0.312 | 1 | 1 |
| 8017 | 45 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 4 | 1 | 3081.000 | 2517 | 0.572 | 4317 | 72 | 0.714 | 0.817 | 0 | 0 |
| 8018 | 43 | F | 2 | College | Married | abc | Blue | 36 | 1 | 2 | 6 | 3793.000 | 2517 | 0.512 | 2577 | 57 | 0.629 | 0.664 | 1 | 1 |
| 8019 | 54 | F | 2 | Graduate | Married | Less than $40K | Blue | 44 | 1 | 2 | 3 | 3034.000 | 2033 | 0.642 | 4349 | 90 | 0.731 | 0.670 | 0 | 0 |
| 8020 | 37 | F | 2 | High School | Married | abc | Blue | 27 | 2 | 1 | 2 | 5245.000 | 1044 | 0.673 | 4938 | 70 | 0.892 | 0.199 | 0 | 0 |
| 8021 | 49 | F | 1 | Doctorate | Single | Less than $40K | Blue | 40 | 1 | 2 | 3 | 2960.000 | 0 | 0.962 | 4918 | 63 | 0.750 | 0.000 | 0 | 0 |
| 8022 | 54 | F | 4 | Graduate | NaN | $40K - $60K | Blue | 38 | 2 | 2 | 1 | 1779.000 | 0 | 0.856 | 2660 | 41 | 0.323 | 0.000 | 1 | 1 |
| 8023 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 2 | 3 | 1 | 1620.000 | 0 | 0.730 | 4570 | 82 | 0.952 | 0.000 | 0 | 0 |
| 8024 | 49 | M | 3 | High School | Single | $120K + | Blue | 43 | 1 | 2 | 1 | 21680.000 | 1587 | 0.605 | 4410 | 86 | 0.720 | 0.073 | 0 | 0 |
| 8025 | 47 | F | 3 | Uneducated | Single | abc | Blue | 36 | 2 | 3 | 4 | 2952.000 | 0 | 0.820 | 2907 | 60 | 0.875 | 0.000 | 1 | 0 |
| 8026 | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3918.000 | 2517 | 0.470 | 2115 | 42 | 0.448 | 0.642 | 1 | 1 |
| 8027 | 52 | M | 1 | Uneducated | Single | $120K + | Blue | 41 | 1 | 1 | 3 | 12764.000 | 0 | 0.710 | 3332 | 64 | 0.882 | 0.000 | 0 | 0 |
| 8028 | 29 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 0 | 1438.300 | 0 | 0.734 | 4769 | 84 | 0.826 | 0.000 | 0 | 0 |
| 8029 | 50 | F | 3 | Graduate | NaN | Less than $40K | Blue | 39 | 1 | 1 | 3 | 3287.000 | 2517 | 0.586 | 4148 | 83 | 0.660 | 0.766 | 0 | 0 |
| 8030 | 44 | F | 5 | NaN | Single | $40K - $60K | Blue | 36 | 2 | 1 | 2 | 3891.000 | 1015 | 0.755 | 5131 | 86 | 0.720 | 0.261 | 0 | 0 |
| 8031 | 49 | F | 4 | High School | NaN | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 4048.000 | 0 | 0.601 | 2227 | 41 | 0.464 | 0.000 | 1 | 1 |
| 8032 | 51 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 40 | 2 | 1 | 1 | 3559.000 | 0 | 0.585 | 4498 | 94 | 0.649 | 0.000 | 0 | 0 |
| 8033 | 47 | M | 3 | High School | Single | $60K - $80K | Blue | 39 | 2 | 1 | 1 | 2843.000 | 1752 | 0.624 | 3738 | 77 | 0.604 | 0.616 | 0 | 0 |
| 8034 | 58 | F | 2 | Graduate | Single | Less than $40K | Blue | 47 | 1 | 1 | 2 | 2127.000 | 0 | 0.735 | 4401 | 65 | 0.667 | 0.000 | 0 | 0 |
| 8035 | 39 | F | 2 | NaN | Single | Less than $40K | Blue | 32 | 2 | 1 | 2 | 4325.000 | 2418 | 0.796 | 4588 | 77 | 0.791 | 0.559 | 0 | 0 |
| 8036 | 42 | F | 4 | College | Married | $40K - $60K | Blue | 34 | 1 | 3 | 2 | 1695.000 | 0 | 0.453 | 2055 | 46 | 0.314 | 0.000 | 1 | 1 |
| 8037 | 48 | F | 3 | High School | Single | Less than $40K | Blue | 32 | 1 | 2 | 3 | 2648.000 | 1539 | 0.940 | 4926 | 89 | 0.816 | 0.581 | 0 | 0 |
| 8038 | 61 | F | 2 | Graduate | Single | Less than $40K | Blue | 45 | 2 | 2 | 3 | 2602.000 | 1441 | 0.704 | 4838 | 85 | 0.735 | 0.554 | 0 | 0 |
| 8039 | 39 | F | 4 | Graduate | Single | abc | Blue | 23 | 1 | 3 | 2 | 1811.000 | 0 | 0.835 | 4934 | 70 | 0.628 | 0.000 | 0 | 0 |
| 8040 | 56 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 1 | 2 | 2 | 1891.000 | 1134 | 0.636 | 5255 | 77 | 0.833 | 0.600 | 0 | 0 |
| 8041 | 46 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2881.000 | 2450 | 0.629 | 2450 | 49 | 0.531 | 0.850 | 1 | 1 |
| 8042 | 42 | F | 4 | College | Single | $40K - $60K | Blue | 28 | 2 | 2 | 2 | 2827.000 | 1896 | 0.739 | 3891 | 81 | 1.025 | 0.671 | 0 | 0 |
| 8043 | 48 | F | 3 | Uneducated | Married | Less than $40K | Blue | 38 | 1 | 3 | 2 | 4095.000 | 2517 | 0.570 | 4175 | 77 | 1.026 | 0.615 | 0 | 0 |
| 8044 | 34 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 1666.000 | 0 | 0.713 | 2312 | 35 | 0.250 | 0.000 | 1 | 1 |
| 8045 | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1438.300 | 0 | 0.665 | 4511 | 76 | 0.767 | 0.000 | 0 | 0 |
| 8046 | 54 | F | 2 | High School | Single | $40K - $60K | Blue | 42 | 1 | 2 | 2 | 2205.000 | 1313 | 0.929 | 4904 | 82 | 0.673 | 0.595 | 0 | 0 |
| 8047 | 41 | F | 3 | Graduate | Married | Less than $40K | Blue | 29 | 1 | 1 | 2 | 2890.000 | 2150 | 0.657 | 4377 | 84 | 0.867 | 0.744 | 0 | 0 |
| 8048 | 50 | F | 1 | Graduate | NaN | abc | Blue | 36 | 1 | 1 | 3 | 10417.000 | 2290 | 1.122 | 4871 | 75 | 1.027 | 0.220 | 0 | 0 |
| 8049 | 57 | F | 2 | Uneducated | Married | abc | Blue | 43 | 2 | 1 | 2 | 2363.000 | 1876 | 0.795 | 4984 | 85 | 0.667 | 0.794 | 0 | 0 |
| 8050 | 48 | F | 2 | Doctorate | Single | abc | Blue | 36 | 4 | 2 | 3 | 3137.000 | 860 | 0.304 | 1618 | 34 | 0.097 | 0.274 | 1 | 1 |
| 8051 | 51 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 5 | 3 | 3 | 1483.000 | 0 | 0.707 | 2520 | 40 | 0.429 | 0.000 | 1 | 1 |
| 8052 | 35 | F | 0 | NaN | Married | Less than $40K | Blue | 22 | 2 | 2 | 3 | 3009.000 | 2517 | 0.735 | 5329 | 82 | 0.745 | 0.836 | 0 | 0 |
| 8053 | 45 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 1 | 2 | 1 | 5087.000 | 2517 | 0.765 | 4682 | 77 | 0.711 | 0.495 | 0 | 0 |
| 8054 | 46 | F | 4 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 1925.000 | 1202 | 0.518 | 4343 | 66 | 0.737 | 0.624 | 0 | 0 |
| 8055 | 56 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 2 | 1 | 2 | 7234.000 | 2055 | 0.703 | 5051 | 83 | 0.660 | 0.284 | 0 | 0 |
| 8056 | 57 | F | 3 | College | Single | Less than $40K | Blue | 42 | 1 | 1 | 2 | 2063.000 | 953 | 0.868 | 4304 | 81 | 0.761 | 0.462 | 0 | 0 |
| 8057 | 58 | F | 0 | Graduate | Single | $40K - $60K | Blue | 39 | 4 | 3 | 2 | 5530.000 | 1233 | 0.859 | 5270 | 78 | 1.000 | 0.223 | 0 | 0 |
| 8058 | 58 | F | 1 | NaN | Single | Less than $40K | Blue | 48 | 4 | 3 | 1 | 3819.000 | 1882 | 0.809 | 4533 | 68 | 0.889 | 0.493 | 0 | 0 |
| 8059 | 59 | F | 0 | College | Single | Less than $40K | Blue | 55 | 2 | 2 | 3 | 2645.000 | 1127 | 0.623 | 4251 | 76 | 0.767 | 0.426 | 0 | 0 |
| 8060 | 51 | F | 1 | High School | Single | abc | Blue | 39 | 4 | 3 | 2 | 5448.000 | 0 | 1.011 | 4443 | 75 | 1.083 | 0.000 | 0 | 0 |
| 8061 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 42 | 4 | 2 | 2 | 3495.000 | 1427 | 0.563 | 4466 | 85 | 0.889 | 0.408 | 0 | 0 |
| 8062 | 50 | M | 2 | NaN | Single | $60K - $80K | Blue | 36 | 3 | 1 | 1 | 8074.000 | 0 | 0.528 | 4347 | 66 | 0.535 | 0.000 | 0 | 0 |
| 8063 | 44 | F | 3 | High School | Married | abc | Blue | 36 | 3 | 3 | 4 | 7772.000 | 0 | 0.896 | 2618 | 52 | 0.576 | 0.000 | 1 | 1 |
| 8064 | 42 | F | 2 | High School | Married | Less than $40K | Blue | 30 | 6 | 1 | 1 | 3124.000 | 0 | 0.879 | 4986 | 79 | 0.795 | 0.000 | 0 | 0 |
| 8065 | 56 | M | 1 | Graduate | Married | $80K - $120K | Blue | 50 | 3 | 6 | 3 | 8688.000 | 0 | 0.426 | 2361 | 41 | 0.464 | 0.000 | 1 | 1 |
| 8066 | 49 | F | 3 | NaN | Married | Less than $40K | Gold | 30 | 4 | 3 | 2 | 15987.000 | 0 | 0.658 | 4146 | 69 | 0.533 | 0.000 | 0 | 0 |
| 8067 | 47 | F | 2 | Graduate | Single | Less than $40K | Gold | 37 | 6 | 2 | 1 | 15109.000 | 897 | 0.494 | 2315 | 43 | 0.303 | 0.059 | 1 | 1 |
| 8068 | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 4953.000 | 2039 | 0.680 | 4026 | 53 | 0.828 | 0.412 | 0 | 0 |
| 8069 | 50 | M | 3 | Uneducated | Single | $120K + | Blue | 38 | 6 | 3 | 3 | 22304.000 | 1333 | 0.463 | 5002 | 60 | 0.500 | 0.060 | 0 | 0 |
| 8070 | 27 | F | 1 | College | Married | Less than $40K | Blue | 20 | 5 | 3 | 3 | 1893.000 | 0 | 0.691 | 5176 | 91 | 0.784 | 0.000 | 0 | 0 |
| 8071 | 38 | M | 1 | High School | Single | $40K - $60K | Blue | 30 | 2 | 2 | 1 | 2232.000 | 1163 | 0.557 | 4185 | 80 | 0.778 | 0.521 | 0 | 0 |
| 8072 | 52 | F | 1 | Post-Graduate | Single | $40K - $60K | Blue | 48 | 1 | 5 | 3 | 1766.000 | 0 | 0.769 | 4643 | 76 | 0.617 | 0.000 | 0 | 0 |
| 8073 | 59 | M | 0 | High School | Single | Less than $40K | Blue | 44 | 2 | 1 | 1 | 3790.000 | 1149 | 0.597 | 4455 | 85 | 0.604 | 0.303 | 0 | 0 |
| 8074 | 33 | M | 3 | High School | Married | $40K - $60K | Blue | 23 | 1 | 2 | 3 | 6392.000 | 1429 | 0.682 | 4069 | 66 | 0.737 | 0.224 | 0 | 0 |
| 8075 | 51 | F | 0 | High School | Married | abc | Blue | 42 | 1 | 4 | 4 | 9989.000 | 568 | 0.520 | 2053 | 49 | 0.485 | 0.057 | 1 | 1 |
| 8076 | 56 | F | 1 | College | Married | abc | Blue | 44 | 2 | 4 | 4 | 1438.300 | 0 | 0.859 | 2264 | 37 | 0.423 | 0.000 | 1 | 1 |
| 8077 | 48 | F | 1 | Doctorate | Married | Less than $40K | Blue | 43 | 2 | 3 | 1 | 2559.000 | 1514 | 0.570 | 4117 | 69 | 0.643 | 0.592 | 0 | 0 |
| 8078 | 53 | M | 3 | Graduate | Single | $80K - $120K | Silver | 39 | 1 | 2 | 3 | 34516.000 | 1198 | 0.615 | 4826 | 70 | 0.667 | 0.035 | 0 | 0 |
| 8079 | 41 | F | 1 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.300 | 0 | 0.824 | 4897 | 96 | 0.778 | 0.000 | 0 | 0 |
| 8080 | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 2473.000 | 1675 | 0.648 | 4203 | 73 | 0.872 | 0.677 | 0 | 0 |
| 8081 | 34 | F | 4 | Graduate | Single | $40K - $60K | Blue | 28 | 2 | 3 | 1 | 4022.000 | 1680 | 0.579 | 3776 | 84 | 0.826 | 0.418 | 0 | 0 |
| 8082 | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 2 | 3 | 3510.000 | 941 | 0.717 | 4833 | 77 | 0.750 | 0.268 | 0 | 0 |
| 8083 | 57 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2347.000 | 1900 | 0.845 | 2447 | 47 | 0.621 | 0.810 | 1 | 1 |
| 8084 | 56 | F | 3 | NaN | Single | Less than $40K | Blue | 39 | 1 | 3 | 4 | 1632.000 | 0 | 0.621 | 2509 | 47 | 0.424 | 0.000 | 1 | 1 |
| 8085 | 49 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 2 | 4 | 1522.000 | 0 | 0.482 | 2241 | 36 | 0.800 | 0.000 | 1 | 1 |
| 8086 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 25 | 2 | 1 | 1 | 2085.000 | 1528 | 0.664 | 3805 | 79 | 0.795 | 0.733 | 0 | 0 |
| 8087 | 60 | F | 1 | Doctorate | Single | abc | Blue | 47 | 1 | 1 | 1 | 3803.000 | 1448 | 0.565 | 4575 | 78 | 0.592 | 0.381 | 0 | 0 |
| 8088 | 47 | F | 3 | Graduate | NaN | Less than $40K | Blue | 38 | 2 | 2 | 3 | 3165.000 | 2517 | 0.748 | 2751 | 49 | 1.042 | 0.795 | 1 | 1 |
| 8089 | 60 | F | 1 | NaN | Single | Less than $40K | Blue | 46 | 2 | 3 | 2 | 4628.000 | 2327 | 0.611 | 4226 | 92 | 0.736 | 0.503 | 0 | 0 |
| 8090 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 2253.000 | 1981 | 0.550 | 4758 | 81 | 0.723 | 0.879 | 0 | 0 |
| 8091 | 49 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 38 | 1 | 2 | 3 | 2655.000 | 2283 | 0.751 | 2386 | 49 | 0.485 | 0.860 | 1 | 1 |
| 8092 | 54 | M | 0 | High School | Single | $80K - $120K | Blue | 45 | 1 | 3 | 2 | 20882.000 | 1525 | 0.828 | 4765 | 76 | 0.767 | 0.073 | 0 | 0 |
| 8093 | 41 | M | 2 | College | Married | $80K - $120K | Blue | 31 | 1 | 1 | 3 | 3306.000 | 706 | 0.814 | 4772 | 76 | 0.900 | 0.214 | 0 | 0 |
| 8094 | 45 | F | 3 | High School | Divorced | Less than $40K | Blue | 37 | 2 | 1 | 2 | 2052.000 | 0 | 0.770 | 4289 | 72 | 0.674 | 0.000 | 0 | 0 |
| 8095 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 26 | 1 | 2 | 3 | 8480.000 | 1339 | 0.668 | 4070 | 76 | 0.490 | 0.158 | 0 | 0 |
| 8096 | 53 | F | 2 | College | NaN | Less than $40K | Blue | 37 | 2 | 3 | 2 | 2081.000 | 1342 | 1.060 | 4428 | 80 | 0.778 | 0.645 | 0 | 0 |
| 8097 | 53 | F | 1 | Graduate | Married | abc | Blue | 42 | 2 | 1 | 3 | 4637.000 | 0 | 0.709 | 4583 | 86 | 0.911 | 0.000 | 0 | 0 |
| 8098 | 53 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 42 | 2 | 5 | 1 | 1438.300 | 0 | 0.895 | 4722 | 81 | 0.841 | 0.000 | 0 | 0 |
| 8099 | 38 | F | 2 | College | Married | Less than $40K | Blue | 33 | 1 | 3 | 2 | 3420.000 | 1405 | 0.843 | 4267 | 75 | 0.596 | 0.411 | 0 | 0 |
| 8100 | 26 | F | 0 | Graduate | Single | Less than $40K | Blue | 19 | 2 | 1 | 2 | 3416.000 | 1109 | 0.783 | 4614 | 70 | 1.000 | 0.325 | 0 | 0 |
| 8101 | 46 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 2171.000 | 1043 | 0.700 | 4531 | 88 | 0.833 | 0.480 | 0 | 0 |
| 8102 | 57 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 46 | 2 | 2 | 2 | 2791.000 | 1550 | 0.672 | 5440 | 83 | 0.660 | 0.555 | 0 | 0 |
| 8103 | 32 | F | 0 | NaN | Single | Less than $40K | Blue | 17 | 1 | 2 | 1 | 4445.000 | 1080 | 0.840 | 5373 | 87 | 0.776 | 0.243 | 0 | 0 |
| 8104 | 43 | F | 3 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 2 | 2 | 1530.000 | 0 | 0.642 | 5138 | 84 | 0.680 | 0.000 | 0 | 0 |
| 8105 | 48 | F | 3 | High School | NaN | Less than $40K | Blue | 36 | 2 | 1 | 1 | 1438.300 | 0 | 0.885 | 5014 | 84 | 0.909 | 0.000 | 0 | 0 |
| 8106 | 52 | F | 4 | High School | Single | Less than $40K | Blue | 44 | 1 | 1 | 3 | 5721.000 | 0 | 0.570 | 4188 | 79 | 0.881 | 0.000 | 0 | 0 |
| 8107 | 38 | F | 2 | College | Married | abc | Blue | 29 | 2 | 1 | 0 | 3809.000 | 1172 | 0.900 | 4314 | 81 | 0.976 | 0.308 | 0 | 0 |
| 8108 | 48 | F | 3 | High School | Single | Less than $40K | Blue | 40 | 1 | 3 | 3 | 3520.000 | 2149 | 0.539 | 3630 | 78 | 0.696 | 0.611 | 0 | 0 |
| 8109 | 41 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 33 | 1 | 3 | 3 | 1604.000 | 0 | 0.644 | 2264 | 47 | 0.516 | 0.000 | 1 | 1 |
| 8110 | 54 | F | 1 | Graduate | Married | $40K - $60K | Blue | 46 | 6 | 4 | 3 | 1632.000 | 351 | 0.721 | 2532 | 43 | 0.483 | 0.215 | 1 | 1 |
| 8111 | 46 | M | 5 | College | Married | $40K - $60K | Blue | 41 | 1 | 3 | 2 | 3914.000 | 1683 | 0.636 | 4242 | 64 | 0.730 | 0.430 | 0 | 0 |
| 8112 | 36 | F | 3 | Graduate | Married | Less than $40K | Blue | 27 | 1 | 2 | 3 | 2328.000 | 1953 | 0.599 | 4373 | 89 | 0.935 | 0.839 | 0 | 0 |
| 8113 | 41 | M | 4 | NaN | Married | $120K + | Blue | 34 | 1 | 3 | 3 | 34516.000 | 2517 | 0.434 | 2051 | 41 | 1.050 | 0.073 | 0 | 1 |
| 8114 | 45 | F | 5 | NaN | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3883.000 | 847 | 0.951 | 4667 | 90 | 0.800 | 0.218 | 0 | 0 |
| 8115 | 46 | F | 4 | NaN | Married | $40K - $60K | Blue | 39 | 5 | 3 | 3 | 1438.300 | 819 | 0.786 | 2488 | 44 | 0.692 | 0.569 | 1 | 1 |
| 8116 | 51 | F | 3 | High School | Single | Less than $40K | Blue | 41 | 1 | 4 | 3 | 3229.000 | 2517 | 0.622 | 4526 | 95 | 0.638 | 0.779 | 0 | 0 |
| 8117 | 44 | F | 2 | Graduate | NaN | Less than $40K | Blue | 32 | 2 | 1 | 3 | 3080.000 | 1776 | 0.973 | 5097 | 77 | 0.833 | 0.577 | 0 | 0 |
| 8118 | 38 | F | 2 | College | Single | Less than $40K | Blue | 33 | 2 | 1 | 2 | 2569.000 | 1288 | 1.009 | 4126 | 56 | 0.931 | 0.501 | 0 | 0 |
| 8119 | 50 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4517.000 | 2238 | 0.625 | 4686 | 81 | 0.761 | 0.495 | 0 | 0 |
| 8120 | 46 | F | 4 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2292.000 | 0 | 0.568 | 2595 | 31 | 0.409 | 0.000 | 1 | 1 |
| 8121 | 52 | F | 3 | Uneducated | Single | Less than $40K | Blue | 42 | 2 | 3 | 3 | 2510.000 | 1928 | 1.043 | 4943 | 70 | 0.489 | 0.768 | 0 | 0 |
| 8122 | 40 | M | 3 | High School | NaN | Less than $40K | Blue | 33 | 1 | 3 | 4 | 2420.000 | 191 | 0.818 | 2478 | 43 | 0.433 | 0.079 | 1 | 1 |
| 8123 | 38 | F | 2 | High School | Single | Less than $40K | Blue | 16 | 2 | 1 | 2 | 2703.000 | 0 | 0.882 | 2752 | 43 | 0.433 | 0.000 | 1 | 1 |
| 8124 | 44 | F | 3 | Doctorate | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3047.000 | 2139 | 0.842 | 4961 | 85 | 0.635 | 0.702 | 0 | 0 |
| 8125 | 54 | M | 1 | NaN | Single | $80K - $120K | Blue | 47 | 5 | 6 | 5 | 7570.000 | 965 | 0.709 | 2599 | 61 | 0.848 | 0.127 | 1 | 1 |
| 8126 | 34 | F | 3 | NaN | Married | Less than $40K | Blue | 27 | 1 | 2 | 1 | 5795.000 | 924 | 0.860 | 5674 | 78 | 0.857 | 0.159 | 0 | 1 |
| 8127 | 46 | F | 2 | College | Married | $40K - $60K | Blue | 34 | 2 | 1 | 3 | 1441.000 | 642 | 0.563 | 4894 | 84 | 0.826 | 0.446 | 0 | 0 |
| 8128 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2999.000 | 1817 | 0.678 | 5119 | 83 | 0.766 | 0.606 | 0 | 0 |
| 8129 | 38 | M | 2 | High School | Single | $60K - $80K | Blue | 32 | 1 | 1 | 2 | 1438.300 | 1309 | 0.842 | 5066 | 76 | 0.900 | 0.910 | 0 | 0 |
| 8130 | 44 | F | 2 | High School | Married | $40K - $60K | Blue | 28 | 2 | 3 | 3 | 1438.300 | 0 | 0.926 | 4445 | 78 | 0.773 | 0.000 | 0 | 0 |
| 8131 | 51 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4762.000 | 0 | 0.526 | 2811 | 52 | 0.300 | 0.000 | 1 | 1 |
| 8132 | 40 | M | 3 | College | NaN | $40K - $60K | Blue | 30 | 2 | 2 | 2 | 4802.000 | 1701 | 0.532 | 4821 | 66 | 0.650 | 0.354 | 0 | 0 |
| 8133 | 51 | F | 4 | NaN | Married | Less than $40K | Blue | 39 | 2 | 3 | 1 | 2268.000 | 651 | 0.717 | 5016 | 88 | 0.660 | 0.287 | 0 | 0 |
| 8134 | 51 | F | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 1438.300 | 468 | 0.747 | 4425 | 81 | 1.077 | 0.325 | 0 | 0 |
| 8135 | 56 | F | 2 | Graduate | Married | abc | Blue | 44 | 2 | 1 | 2 | 8204.000 | 1375 | 0.915 | 4727 | 76 | 0.949 | 0.168 | 0 | 0 |
| 8136 | 39 | F | 4 | NaN | Married | abc | Blue | 21 | 2 | 3 | 2 | 1827.000 | 0 | 0.563 | 4207 | 86 | 0.792 | 0.000 | 0 | 0 |
| 8137 | 47 | F | 3 | Doctorate | NaN | abc | Blue | 38 | 1 | 3 | 2 | 4072.000 | 1594 | 0.678 | 4317 | 83 | 0.886 | 0.391 | 0 | 0 |
| 8138 | 31 | F | 1 | High School | Divorced | Less than $40K | Blue | 25 | 2 | 1 | 3 | 1984.000 | 0 | 1.050 | 4794 | 73 | 0.921 | 0.000 | 0 | 0 |
| 8139 | 48 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 43 | 2 | 1 | 1 | 8086.000 | 0 | 0.792 | 4775 | 78 | 0.660 | 0.000 | 0 | 0 |
| 8140 | 51 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1588.000 | 1506 | 0.615 | 4660 | 68 | 0.619 | 0.948 | 0 | 0 |
| 8141 | 47 | M | 2 | High School | Single | $40K - $60K | Blue | 27 | 2 | 3 | 2 | 1536.000 | 0 | 0.913 | 4643 | 89 | 0.745 | 0.000 | 0 | 0 |
| 8142 | 35 | F | 1 | High School | NaN | abc | Blue | 36 | 2 | 3 | 2 | 4460.000 | 0 | 0.916 | 5473 | 79 | 0.756 | 0.000 | 0 | 1 |
| 8143 | 46 | F | 5 | High School | Single | abc | Blue | 38 | 2 | 2 | 3 | 11287.000 | 1513 | 0.672 | 5157 | 72 | 0.946 | 0.134 | 0 | 0 |
| 8144 | 48 | M | 3 | College | Married | $80K - $120K | Blue | 41 | 2 | 3 | 3 | 3430.000 | 2517 | 0.869 | 2639 | 46 | 0.643 | 0.734 | 1 | 1 |
| 8145 | 51 | F | 3 | High School | Single | Less than $40K | Blue | 38 | 1 | 3 | 2 | 1759.000 | 1345 | 0.610 | 4351 | 81 | 0.688 | 0.765 | 0 | 0 |
| 8146 | 41 | M | 3 | Doctorate | Single | $120K + | Blue | 28 | 4 | 2 | 3 | 6314.000 | 0 | 0.903 | 2718 | 44 | 0.630 | 0.000 | 1 | 1 |
| 8147 | 57 | F | 3 | Uneducated | Single | abc | Blue | 48 | 1 | 1 | 2 | 7176.000 | 1493 | 0.665 | 5063 | 83 | 0.930 | 0.208 | 0 | 0 |
| 8148 | 58 | F | 2 | NaN | Divorced | $40K - $60K | Blue | 47 | 1 | 4 | 3 | 2295.000 | 0 | 0.376 | 2140 | 40 | 0.429 | 0.000 | 1 | 1 |
| 8149 | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 2 | 3 | 5 | 1438.300 | 0 | 0.713 | 2389 | 49 | 0.361 | 0.000 | 1 | 1 |
| 8150 | 48 | F | 4 | Uneducated | Married | Less than $40K | Blue | 29 | 1 | 3 | 2 | 1843.000 | 1802 | 0.762 | 5199 | 73 | 0.738 | 0.978 | 0 | 0 |
| 8151 | 49 | M | 3 | College | Divorced | $40K - $60K | Blue | 31 | 2 | 3 | 1 | 2181.000 | 1218 | 0.758 | 4997 | 89 | 0.712 | 0.558 | 0 | 0 |
| 8152 | 47 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 4 | 3 | 5 | 4754.000 | 0 | 0.618 | 2607 | 41 | 0.367 | 0.000 | 1 | 1 |
| 8153 | 43 | M | 0 | High School | Single | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 11247.000 | 0 | 0.630 | 4894 | 85 | 0.977 | 0.000 | 0 | 0 |
| 8154 | 55 | M | 2 | Graduate | Single | $120K + | Blue | 47 | 2 | 3 | 1 | 16258.000 | 865 | 0.623 | 3761 | 58 | 0.657 | 0.053 | 0 | 0 |
| 8155 | 49 | M | 3 | Graduate | Married | $120K + | Blue | 37 | 1 | 1 | 1 | 34516.000 | 1316 | 0.569 | 3863 | 69 | 0.643 | 0.038 | 0 | 0 |
| 8156 | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 4255.000 | 1729 | 0.550 | 3607 | 75 | 0.471 | 0.406 | 0 | 0 |
| 8157 | 48 | F | 4 | College | Single | Less than $40K | Blue | 42 | 2 | 3 | 2 | 1438.300 | 0 | 0.707 | 5045 | 82 | 0.745 | 0.000 | 0 | 0 |
| 8158 | 57 | F | 3 | High School | Single | Less than $40K | Blue | 53 | 1 | 3 | 2 | 3029.000 | 2214 | 0.700 | 4750 | 89 | 0.978 | 0.731 | 0 | 0 |
| 8159 | 56 | F | 4 | Graduate | Single | abc | Blue | 45 | 2 | 2 | 3 | 9091.000 | 1306 | 0.743 | 4378 | 86 | 0.654 | 0.144 | 0 | 0 |
| 8160 | 50 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 44 | 1 | 2 | 1 | 3318.000 | 2349 | 0.883 | 4905 | 80 | 0.739 | 0.708 | 0 | 0 |
| 8161 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 39 | 6 | 3 | 3 | 1791.000 | 0 | 0.735 | 2771 | 36 | 0.500 | 0.000 | 1 | 1 |
| 8162 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 35 | 1 | 3 | 2 | 1620.000 | 771 | 0.675 | 4387 | 91 | 0.655 | 0.476 | 0 | 0 |
| 8163 | 58 | F | 1 | College | Single | Less than $40K | Blue | 46 | 1 | 5 | 1 | 1552.000 | 0 | 0.762 | 4731 | 71 | 0.651 | 0.000 | 0 | 0 |
| 8164 | 53 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 1 | 2 | 3 | 3472.000 | 2517 | 0.750 | 4520 | 84 | 0.680 | 0.725 | 0 | 0 |
| 8165 | 48 | F | 4 | Graduate | Married | Less than $40K | Silver | 36 | 2 | 2 | 3 | 10973.000 | 1466 | 0.802 | 4892 | 94 | 0.593 | 0.134 | 0 | 0 |
| 8166 | 50 | M | 2 | NaN | NaN | $120K + | Blue | 32 | 2 | 3 | 1 | 25645.000 | 1083 | 0.757 | 4302 | 63 | 0.500 | 0.042 | 0 | 0 |
| 8167 | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 51 | 1 | 4 | 4 | 4257.000 | 2517 | 0.703 | 2828 | 50 | 1.083 | 0.591 | 1 | 1 |
| 8168 | 42 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 2 | 3 | 3 | 3422.000 | 0 | 0.506 | 4486 | 74 | 0.682 | 0.000 | 0 | 0 |
| 8169 | 45 | F | 1 | Graduate | Single | Less than $40K | Blue | 35 | 1 | 1 | 3 | 4977.000 | 1411 | 0.652 | 4182 | 85 | 0.848 | 0.284 | 0 | 0 |
| 8170 | 33 | F | 3 | NaN | Married | $40K - $60K | Blue | 22 | 2 | 3 | 2 | 1438.300 | 0 | 0.761 | 4528 | 86 | 0.686 | 0.000 | 0 | 0 |
| 8171 | 39 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.300 | 801 | 1.155 | 4386 | 64 | 0.778 | 0.557 | 0 | 0 |
| 8172 | 40 | F | 1 | NaN | Married | abc | Blue | 26 | 2 | 3 | 1 | 3369.000 | 756 | 0.446 | 4501 | 96 | 0.714 | 0.224 | 0 | 0 |
| 8173 | 47 | F | 3 | NaN | Single | abc | Blue | 40 | 1 | 3 | 0 | 7114.000 | 1637 | 0.699 | 4758 | 81 | 0.500 | 0.230 | 0 | 0 |
| 8174 | 38 | M | 1 | NaN | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 10972.000 | 0 | 0.697 | 4401 | 73 | 0.698 | 0.000 | 0 | 0 |
| 8175 | 45 | F | 3 | Doctorate | Married | $40K - $60K | Blue | 32 | 2 | 1 | 1 | 1438.300 | 0 | 0.712 | 4462 | 77 | 0.638 | 0.000 | 0 | 0 |
| 8176 | 48 | F | 5 | Uneducated | Single | $40K - $60K | Blue | 38 | 1 | 2 | 3 | 2446.000 | 1461 | 0.860 | 4610 | 78 | 0.773 | 0.597 | 0 | 0 |
| 8177 | 45 | M | 5 | College | Married | $60K - $80K | Blue | 39 | 2 | 3 | 3 | 3439.000 | 0 | 0.825 | 2661 | 35 | 0.296 | 0.000 | 1 | 1 |
| 8178 | 56 | F | 3 | Post-Graduate | Single | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3005.000 | 1660 | 0.880 | 4586 | 72 | 0.756 | 0.552 | 0 | 0 |
| 8179 | 50 | F | 5 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 2033.000 | 841 | 0.717 | 4360 | 95 | 0.696 | 0.414 | 0 | 0 |
| 8180 | 53 | F | 4 | Graduate | NaN | Less than $40K | Blue | 39 | 2 | 3 | 2 | 2415.000 | 1643 | 0.964 | 5063 | 78 | 0.733 | 0.680 | 0 | 0 |
| 8181 | 40 | M | 4 | NaN | Divorced | $60K - $80K | Blue | 27 | 2 | 2 | 3 | 5051.000 | 0 | 0.588 | 2137 | 45 | 0.552 | 0.000 | 1 | 1 |
| 8182 | 49 | M | 4 | High School | Married | abc | Blue | 32 | 2 | 1 | 3 | 3519.000 | 1336 | 0.506 | 3552 | 68 | 0.619 | 0.380 | 0 | 0 |
| 8183 | 26 | M | 0 | NaN | NaN | Less than $40K | Silver | 13 | 2 | 1 | 1 | 10254.000 | 0 | 0.510 | 4258 | 68 | 0.838 | 0.000 | 0 | 0 |
| 8184 | 48 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 1853.000 | 1314 | 0.925 | 5331 | 79 | 0.612 | 0.709 | 0 | 0 |
| 8185 | 51 | M | 1 | High School | Single | $60K - $80K | Silver | 43 | 2 | 3 | 2 | 28673.000 | 0 | 0.537 | 3722 | 69 | 0.725 | 0.000 | 0 | 0 |
| 8186 | 44 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 1895.000 | 0 | 0.736 | 2472 | 40 | 0.429 | 0.000 | 1 | 1 |
| 8187 | 56 | F | 2 | High School | Married | Less than $40K | Blue | 43 | 1 | 2 | 2 | 2041.000 | 1158 | 0.563 | 3588 | 63 | 0.432 | 0.567 | 0 | 0 |
| 8188 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 2 | 2 | 1 | 1438.300 | 0 | 0.740 | 5013 | 81 | 1.025 | 0.000 | 0 | 0 |
| 8189 | 54 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1572.000 | 985 | 0.745 | 4148 | 54 | 0.862 | 0.627 | 0 | 1 |
| 8190 | 48 | F | 4 | High School | Married | abc | Blue | 38 | 2 | 3 | 1 | 3187.000 | 1937 | 0.770 | 5111 | 90 | 0.667 | 0.608 | 0 | 0 |
| 8191 | 59 | F | 1 | High School | Single | abc | Blue | 52 | 2 | 1 | 1 | 7427.000 | 2421 | 0.701 | 4636 | 91 | 0.820 | 0.326 | 0 | 0 |
| 8192 | 50 | F | 4 | High School | Single | Less than $40K | Blue | 42 | 2 | 1 | 2 | 1460.000 | 0 | 0.682 | 4265 | 63 | 0.615 | 0.000 | 0 | 0 |
| 8193 | 52 | M | 3 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 3 | 3 | 25410.000 | 0 | 0.559 | 5472 | 70 | 0.591 | 0.000 | 0 | 1 |
| 8194 | 56 | F | 0 | College | Married | Less than $40K | Blue | 38 | 1 | 1 | 2 | 2143.000 | 1194 | 0.490 | 4684 | 82 | 0.907 | 0.557 | 0 | 0 |
| 8195 | 42 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 35 | 2 | 3 | 3 | 8566.000 | 1484 | 0.807 | 4195 | 89 | 0.854 | 0.173 | 0 | 0 |
| 8196 | 43 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 30 | 1 | 2 | 0 | 1438.300 | 0 | 0.751 | 5200 | 89 | 0.679 | 0.000 | 0 | 0 |
| 8197 | 59 | F | 0 | College | Single | Less than $40K | Blue | 40 | 1 | 3 | 3 | 3297.000 | 0 | 0.861 | 4783 | 91 | 0.685 | 0.000 | 0 | 0 |
| 8198 | 39 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2816.000 | 2517 | 0.742 | 4817 | 87 | 0.776 | 0.894 | 0 | 0 |
| 8199 | 53 | F | 4 | Graduate | Married | abc | Blue | 49 | 5 | 5 | 4 | 10533.000 | 330 | 0.823 | 2585 | 48 | 0.714 | 0.031 | 1 | 1 |
| 8200 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 48 | 6 | 6 | 3 | 2370.000 | 1166 | 0.562 | 2164 | 45 | 0.607 | 0.492 | 1 | 1 |
| 8201 | 35 | F | 3 | Graduate | Single | Less than $40K | Blue | 31 | 1 | 3 | 4 | 1678.000 | 0 | 0.676 | 2475 | 61 | 0.694 | 0.000 | 1 | 1 |
| 8202 | 36 | F | 1 | Graduate | Married | Less than $40K | Blue | 29 | 4 | 2 | 3 | 1493.000 | 0 | 0.721 | 2516 | 63 | 0.575 | 0.000 | 1 | 1 |
| 8203 | 51 | F | 4 | NaN | Married | Less than $40K | Blue | 32 | 2 | 2 | 3 | 2350.000 | 1272 | 0.873 | 4647 | 86 | 0.911 | 0.541 | 0 | 0 |
| 8204 | 50 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 5 | 2690.000 | 1614 | 0.513 | 2272 | 57 | 0.541 | 0.600 | 1 | 1 |
| 8205 | 42 | F | 3 | College | Married | abc | Blue | 27 | 1 | 1 | 1 | 7226.000 | 1889 | 0.661 | 4653 | 71 | 0.614 | 0.261 | 0 | 0 |
| 8206 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 1 | 3173.000 | 1822 | 0.801 | 4883 | 71 | 0.614 | 0.574 | 0 | 0 |
| 8207 | 43 | F | 2 | Graduate | Married | Less than $40K | Blue | 32 | 2 | 3 | 1 | 2890.000 | 1392 | 0.736 | 4233 | 77 | 0.791 | 0.482 | 0 | 0 |
| 8208 | 46 | F | 3 | High School | NaN | Less than $40K | Blue | 41 | 2 | 3 | 4 | 3313.000 | 0 | 0.561 | 2135 | 44 | 0.419 | 0.000 | 1 | 1 |
| 8209 | 40 | F | 4 | Graduate | Single | $40K - $60K | Blue | 27 | 2 | 2 | 2 | 2625.000 | 1594 | 0.544 | 2480 | 47 | 0.567 | 0.607 | 0 | 1 |
| 8210 | 44 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 1834.000 | 0 | 0.618 | 5402 | 87 | 0.611 | 0.000 | 0 | 0 |
| 8211 | 43 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3226.000 | 2145 | 0.644 | 5066 | 75 | 0.786 | 0.665 | 0 | 0 |
| 8212 | 56 | M | 4 | NaN | Married | $60K - $80K | Blue | 47 | 1 | 1 | 3 | 3426.000 | 1841 | 0.734 | 4268 | 81 | 0.800 | 0.537 | 0 | 0 |
| 8213 | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 3 | 2 | 2174.000 | 785 | 0.657 | 3890 | 78 | 0.660 | 0.361 | 0 | 0 |
| 8214 | 60 | F | 1 | NaN | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 3959.000 | 0 | 0.806 | 4935 | 92 | 0.804 | 0.000 | 0 | 0 |
| 8215 | 49 | F | 1 | High School | Married | Less than $40K | Blue | 42 | 1 | 3 | 1 | 2215.000 | 1347 | 0.655 | 4656 | 72 | 0.636 | 0.608 | 0 | 0 |
| 8216 | 47 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 29 | 2 | 2 | 3 | 2814.000 | 1595 | 0.658 | 4766 | 87 | 0.582 | 0.567 | 0 | 0 |
| 8217 | 56 | M | 3 | NaN | Single | $60K - $80K | Blue | 51 | 2 | 2 | 2 | 6941.000 | 1013 | 0.552 | 4097 | 78 | 0.592 | 0.146 | 0 | 0 |
| 8218 | 44 | F | 3 | College | Single | abc | Blue | 40 | 2 | 1 | 3 | 3269.000 | 0 | 0.797 | 5022 | 85 | 0.771 | 0.000 | 0 | 0 |
| 8219 | 42 | F | 2 | High School | Single | Less than $40K | Blue | 23 | 2 | 2 | 3 | 3172.000 | 1160 | 0.588 | 4163 | 83 | 0.804 | 0.366 | 0 | 0 |
| 8220 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 38 | 2 | 2 | 4 | 2452.000 | 1012 | 0.460 | 2398 | 29 | 0.318 | 0.413 | 1 | 1 |
| 8221 | 36 | F | 2 | Uneducated | Married | Less than $40K | Blue | 30 | 2 | 1 | 2 | 5070.000 | 0 | 0.536 | 4644 | 85 | 0.771 | 0.000 | 0 | 0 |
| 8222 | 56 | M | 2 | Graduate | Single | $40K - $60K | Blue | 51 | 1 | 3 | 1 | 1466.000 | 723 | 0.793 | 5110 | 86 | 0.593 | 0.493 | 0 | 0 |
| 8223 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 37 | 1 | 3 | 3 | 2427.000 | 2362 | 0.670 | 4663 | 85 | 0.771 | 0.973 | 0 | 0 |
| 8224 | 59 | M | 2 | Graduate | Single | $120K + | Blue | 48 | 1 | 3 | 3 | 17999.000 | 1861 | 0.791 | 4740 | 78 | 0.950 | 0.103 | 0 | 0 |
| 8225 | 44 | F | 1 | High School | Married | $40K - $60K | Blue | 31 | 2 | 2 | 3 | 4553.000 | 1538 | 0.514 | 4999 | 95 | 0.557 | 0.338 | 0 | 0 |
| 8226 | 55 | F | 1 | Post-Graduate | Married | abc | Blue | 42 | 1 | 3 | 3 | 2953.000 | 1896 | 0.810 | 4644 | 79 | 0.612 | 0.642 | 0 | 0 |
| 8227 | 39 | F | 2 | NaN | NaN | $40K - $60K | Blue | 28 | 1 | 2 | 3 | 4363.000 | 0 | 0.714 | 2596 | 48 | 0.846 | 0.000 | 1 | 1 |
| 8228 | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 2 | 1894.000 | 0 | 0.731 | 5750 | 73 | 0.872 | 0.000 | 0 | 1 |
| 8229 | 48 | F | 3 | High School | Married | Less than $40K | Blue | 40 | 1 | 2 | 1 | 2097.000 | 1255 | 0.610 | 4189 | 83 | 0.976 | 0.598 | 0 | 0 |
| 8230 | 47 | M | 4 | High School | Divorced | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 1983.000 | 989 | 0.726 | 5065 | 80 | 0.667 | 0.499 | 0 | 0 |
| 8231 | 50 | F | 1 | NaN | NaN | Less than $40K | Blue | 42 | 1 | 1 | 2 | 2210.000 | 1539 | 0.843 | 4937 | 75 | 0.974 | 0.696 | 0 | 0 |
| 8232 | 52 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 7879.000 | 1007 | 0.726 | 4844 | 83 | 0.976 | 0.128 | 0 | 0 |
| 8233 | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 34 | 2 | 3 | 2 | 3336.000 | 1687 | 0.645 | 5577 | 95 | 0.759 | 0.506 | 0 | 0 |
| 8234 | 34 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 27 | 2 | 3 | 3 | 1726.000 | 1398 | 1.009 | 5228 | 68 | 0.700 | 0.810 | 0 | 0 |
| 8235 | 45 | F | 3 | Doctorate | Single | Less than $40K | Blue | 27 | 1 | 6 | 3 | 2917.000 | 1523 | 0.724 | 4878 | 92 | 0.804 | 0.522 | 0 | 0 |
| 8236 | 39 | F | 3 | Uneducated | Married | abc | Blue | 30 | 6 | 3 | 4 | 3023.000 | 1348 | 0.358 | 2219 | 44 | 0.630 | 0.446 | 1 | 1 |
| 8237 | 49 | M | 2 | Doctorate | Married | $40K - $60K | Blue | 31 | 2 | 2 | 2 | 1915.000 | 1545 | 0.775 | 3911 | 80 | 0.778 | 0.807 | 0 | 0 |
| 8238 | 43 | M | 3 | Graduate | NaN | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4878.000 | 2098 | 0.665 | 5021 | 84 | 0.680 | 0.430 | 0 | 0 |
| 8239 | 41 | F | 3 | College | Married | Less than $40K | Blue | 35 | 2 | 1 | 2 | 2066.000 | 1542 | 0.710 | 4887 | 76 | 0.617 | 0.746 | 0 | 0 |
| 8240 | 53 | F | 1 | High School | Married | $40K - $60K | Blue | 39 | 2 | 3 | 3 | 2164.000 | 1115 | 0.624 | 4341 | 69 | 0.643 | 0.515 | 0 | 0 |
| 8241 | 42 | F | 5 | Graduate | NaN | Less than $40K | Blue | 37 | 2 | 3 | 2 | 6250.000 | 1835 | 0.644 | 4042 | 60 | 0.714 | 0.294 | 0 | 0 |
| 8242 | 43 | F | 3 | High School | Married | Less than $40K | Blue | 24 | 2 | 2 | 1 | 1484.000 | 0 | 0.532 | 4838 | 81 | 0.929 | 0.000 | 0 | 0 |
| 8243 | 45 | M | 2 | College | NaN | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 4718.000 | 1591 | 0.927 | 4598 | 80 | 1.000 | 0.337 | 0 | 0 |
| 8244 | 44 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 2 | 2 | 0 | 2275.000 | 1265 | 0.755 | 5626 | 77 | 1.081 | 0.556 | 0 | 0 |
| 8245 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 40 | 2 | 1 | 2 | 1438.300 | 1169 | 0.558 | 4429 | 78 | 0.529 | 0.813 | 0 | 0 |
| 8246 | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 43 | 1 | 3 | 3 | 3683.000 | 1039 | 0.595 | 4684 | 86 | 0.755 | 0.282 | 0 | 0 |
| 8247 | 38 | F | 1 | High School | Divorced | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2722.000 | 1303 | 0.391 | 4488 | 88 | 0.833 | 0.479 | 0 | 0 |
| 8248 | 43 | M | 1 | High School | Married | $80K - $120K | Silver | 30 | 1 | 1 | 3 | 34516.000 | 2045 | 0.590 | 4081 | 54 | 0.421 | 0.059 | 0 | 1 |
| 8249 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 2072.000 | 1499 | 0.598 | 4091 | 71 | 0.651 | 0.723 | 0 | 0 |
| 8250 | 53 | M | 4 | Graduate | Married | $120K + | Blue | 40 | 1 | 1 | 3 | 6383.000 | 1512 | 0.558 | 4985 | 87 | 0.776 | 0.237 | 0 | 0 |
| 8251 | 39 | F | 4 | NaN | Married | $40K - $60K | Blue | 28 | 2 | 3 | 2 | 2725.000 | 2302 | 0.876 | 4714 | 81 | 0.800 | 0.845 | 0 | 0 |
| 8252 | 47 | F | 5 | NaN | Married | abc | Blue | 41 | 1 | 2 | 3 | 2675.000 | 1999 | 0.679 | 4138 | 64 | 0.561 | 0.747 | 0 | 0 |
| 8253 | 42 | M | 3 | College | Married | $60K - $80K | Blue | 35 | 1 | 3 | 1 | 1438.300 | 0 | 0.887 | 4246 | 83 | 0.804 | 0.000 | 0 | 0 |
| 8254 | 50 | M | 5 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 1 | 13478.000 | 0 | 0.929 | 4738 | 56 | 0.867 | 0.000 | 0 | 0 |
| 8255 | 46 | F | 2 | High School | Divorced | Less than $40K | Blue | 41 | 1 | 2 | 2 | 2841.000 | 1807 | 0.573 | 4144 | 73 | 0.780 | 0.636 | 0 | 0 |
| 8256 | 33 | F | 1 | Uneducated | Married | Less than $40K | Blue | 23 | 2 | 2 | 3 | 1830.000 | 1777 | 0.639 | 5271 | 76 | 0.854 | 0.971 | 0 | 0 |
| 8257 | 37 | M | 2 | Doctorate | Single | $120K + | Blue | 31 | 2 | 1 | 3 | 2360.000 | 1204 | 0.539 | 3696 | 82 | 0.822 | 0.510 | 0 | 0 |
| 8258 | 43 | M | 3 | High School | Married | $60K - $80K | Blue | 35 | 2 | 3 | 2 | 3717.000 | 1882 | 0.796 | 4667 | 91 | 0.820 | 0.506 | 0 | 0 |
| 8259 | 56 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 2 | 3 | 4 | 1438.300 | 0 | 0.315 | 1988 | 42 | 0.355 | 0.000 | 1 | 1 |
| 8260 | 42 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 34 | 2 | 1 | 1 | 2289.000 | 1195 | 0.651 | 4955 | 83 | 0.627 | 0.522 | 0 | 0 |
| 8261 | 56 | F | 1 | Graduate | Married | abc | Blue | 50 | 2 | 3 | 3 | 5338.000 | 0 | 0.919 | 4139 | 69 | 0.865 | 0.000 | 0 | 0 |
| 8262 | 44 | F | 3 | Uneducated | Single | Less than $40K | Blue | 32 | 2 | 2 | 1 | 1438.300 | 894 | 0.762 | 4687 | 85 | 0.932 | 0.622 | 0 | 0 |
| 8263 | 40 | M | 1 | NaN | Married | $60K - $80K | Blue | 27 | 1 | 3 | 3 | 2276.000 | 1372 | 0.564 | 4159 | 67 | 0.718 | 0.603 | 0 | 0 |
| 8264 | 43 | F | 4 | Graduate | NaN | $40K - $60K | Blue | 31 | 2 | 3 | 3 | 4091.000 | 1108 | 0.774 | 5244 | 87 | 0.706 | 0.271 | 0 | 0 |
| 8265 | 45 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 3798.000 | 1570 | 0.916 | 4512 | 80 | 0.778 | 0.413 | 0 | 0 |
| 8266 | 47 | F | 5 | NaN | Married | Less than $40K | Blue | 42 | 1 | 2 | 1 | 1778.000 | 822 | 0.680 | 4189 | 80 | 0.667 | 0.462 | 0 | 0 |
| 8267 | 38 | F | 3 | High School | Single | Less than $40K | Blue | 26 | 2 | 3 | 0 | 2920.000 | 2426 | 0.983 | 2750 | 41 | 0.367 | 0.831 | 1 | 1 |
| 8268 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 43 | 5 | 3 | 3 | 1938.000 | 0 | 0.612 | 2870 | 49 | 0.750 | 0.000 | 1 | 1 |
| 8269 | 62 | F | 1 | College | Divorced | Less than $40K | Blue | 51 | 1 | 3 | 3 | 4049.000 | 1685 | 0.597 | 3908 | 80 | 0.702 | 0.416 | 0 | 0 |
| 8270 | 45 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 39 | 2 | 3 | 2 | 1438.300 | 1162 | 0.539 | 4598 | 86 | 0.623 | 0.808 | 0 | 0 |
| 8271 | 40 | M | 2 | College | Single | $60K - $80K | Blue | 28 | 1 | 2 | 3 | 10880.000 | 2025 | 0.753 | 4957 | 90 | 0.765 | 0.186 | 0 | 0 |
| 8272 | 51 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 3451.000 | 2006 | 0.555 | 4097 | 67 | 0.763 | 0.581 | 0 | 0 |
| 8273 | 41 | M | 3 | High School | Divorced | $60K - $80K | Blue | 33 | 2 | 2 | 2 | 20749.000 | 2171 | 0.842 | 4754 | 77 | 0.674 | 0.105 | 0 | 0 |
| 8274 | 49 | F | 0 | Post-Graduate | Single | Less than $40K | Blue | 43 | 1 | 3 | 1 | 2481.000 | 1568 | 0.537 | 4466 | 69 | 0.533 | 0.632 | 0 | 0 |
| 8275 | 61 | M | 0 | High School | Single | $60K - $80K | Blue | 53 | 1 | 3 | 3 | 2415.000 | 2050 | 0.499 | 4479 | 71 | 0.690 | 0.849 | 0 | 0 |
| 8276 | 33 | F | 4 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 0 | 1438.300 | 0 | 0.566 | 4641 | 85 | 0.700 | 0.000 | 0 | 0 |
| 8277 | 45 | F | 4 | Uneducated | Single | abc | Blue | 40 | 1 | 2 | 2 | 7600.000 | 1574 | 0.605 | 4240 | 67 | 0.396 | 0.207 | 0 | 0 |
| 8278 | 35 | F | 3 | Doctorate | Single | Less than $40K | Blue | 27 | 2 | 2 | 3 | 1438.300 | 0 | 0.620 | 5020 | 94 | 0.843 | 0.000 | 0 | 0 |
| 8279 | 41 | F | 4 | High School | Married | Less than $40K | Blue | 29 | 2 | 2 | 2 | 2601.000 | 1861 | 0.794 | 5111 | 83 | 0.660 | 0.715 | 0 | 0 |
| 8280 | 48 | F | 4 | High School | Married | abc | Blue | 44 | 1 | 2 | 1 | 2625.000 | 2517 | 0.702 | 4378 | 81 | 0.884 | 0.959 | 0 | 0 |
| 8281 | 49 | M | 5 | High School | Single | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 5578.000 | 0 | 0.627 | 3459 | 53 | 0.710 | 0.000 | 0 | 1 |
| 8282 | 52 | F | 2 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 2 | 3698.000 | 0 | 0.811 | 3763 | 82 | 0.864 | 0.000 | 0 | 0 |
| 8283 | 51 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1438.300 | 1141 | 0.690 | 4485 | 85 | 0.889 | 0.793 | 0 | 0 |
| 8284 | 45 | F | 4 | College | NaN | Less than $40K | Blue | 40 | 1 | 2 | 1 | 1795.000 | 1058 | 0.778 | 5575 | 73 | 0.738 | 0.589 | 0 | 0 |
| 8285 | 42 | F | 2 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 2 | 1933.000 | 1127 | 0.705 | 4833 | 71 | 0.690 | 0.583 | 0 | 0 |
| 8286 | 41 | M | 3 | Graduate | Married | $120K + | Blue | 32 | 2 | 3 | 1 | 27169.000 | 0 | 0.781 | 3906 | 87 | 0.977 | 0.000 | 0 | 0 |
| 8287 | 30 | F | 0 | NaN | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 2367.000 | 1220 | 1.040 | 5568 | 90 | 0.957 | 0.515 | 0 | 0 |
| 8288 | 54 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 5642.000 | 541 | 0.742 | 4633 | 84 | 0.680 | 0.096 | 0 | 0 |
| 8289 | 60 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3239.000 | 2356 | 0.621 | 4621 | 91 | 0.750 | 0.727 | 0 | 0 |
| 8290 | 52 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 3040.000 | 2517 | 0.774 | 4608 | 61 | 1.033 | 0.828 | 0 | 0 |
| 8291 | 37 | F | 2 | College | Single | $40K - $60K | Blue | 32 | 2 | 1 | 3 | 3680.000 | 683 | 0.850 | 4835 | 77 | 0.750 | 0.186 | 0 | 0 |
| 8292 | 44 | M | 2 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 1 | 1 | 1787.000 | 0 | 0.609 | 3912 | 79 | 0.975 | 0.000 | 0 | 0 |
| 8293 | 52 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 4752.000 | 2437 | 0.601 | 3946 | 63 | 0.750 | 0.513 | 0 | 0 |
| 8294 | 46 | F | 3 | Uneducated | Single | abc | Blue | 35 | 2 | 3 | 3 | 1706.000 | 0 | 0.726 | 2320 | 42 | 0.448 | 0.000 | 1 | 1 |
| 8295 | 45 | F | 2 | Uneducated | Married | abc | Blue | 36 | 2 | 1 | 3 | 8103.000 | 0 | 0.986 | 5221 | 82 | 0.673 | 0.000 | 0 | 0 |
| 8296 | 43 | M | 1 | High School | Married | $60K - $80K | Blue | 31 | 2 | 3 | 3 | 3764.000 | 1780 | 0.790 | 4898 | 80 | 0.667 | 0.473 | 0 | 0 |
| 8297 | 40 | F | 3 | High School | Single | Less than $40K | Blue | 35 | 6 | 3 | 5 | 5492.000 | 1573 | 0.636 | 2416 | 45 | 0.667 | 0.286 | 1 | 1 |
| 8298 | 39 | F | 2 | Doctorate | Divorced | Less than $40K | Blue | 32 | 1 | 2 | 2 | 3554.000 | 747 | 0.621 | 5152 | 90 | 0.765 | 0.210 | 0 | 0 |
| 8299 | 44 | F | 2 | High School | NaN | Less than $40K | Blue | 29 | 2 | 3 | 1 | 3170.000 | 2330 | 0.858 | 5357 | 91 | 0.978 | 0.735 | 0 | 0 |
| 8300 | 49 | F | 2 | Uneducated | Single | abc | Blue | 40 | 2 | 3 | 1 | 2464.000 | 1601 | 0.649 | 4739 | 86 | 0.792 | 0.650 | 0 | 0 |
| 8301 | 41 | M | 4 | High School | Single | Less than $40K | Blue | 21 | 2 | 3 | 1 | 3429.000 | 1504 | 0.601 | 4015 | 76 | 1.000 | 0.439 | 0 | 0 |
| 8302 | 50 | M | 2 | Graduate | Married | $60K - $80K | Blue | 45 | 2 | 1 | 0 | 2021.000 | 1578 | 0.761 | 5298 | 71 | 0.919 | 0.781 | 0 | 0 |
| 8303 | 54 | F | 4 | College | Married | Less than $40K | Blue | 41 | 1 | 5 | 2 | 2444.000 | 1313 | 0.689 | 4609 | 61 | 0.794 | 0.537 | 0 | 0 |
| 8304 | 39 | F | 1 | High School | Married | abc | Blue | 36 | 1 | 3 | 2 | 2751.000 | 1158 | 0.821 | 4861 | 82 | 0.822 | 0.421 | 0 | 0 |
| 8305 | 52 | F | 2 | NaN | Single | $40K - $60K | Blue | 44 | 2 | 3 | 3 | 9017.000 | 2359 | 0.895 | 4552 | 81 | 0.800 | 0.262 | 0 | 0 |
| 8306 | 51 | F | 1 | Graduate | Married | $40K - $60K | Blue | 43 | 2 | 2 | 2 | 2107.000 | 1663 | 0.712 | 4841 | 88 | 0.725 | 0.789 | 0 | 0 |
| 8307 | 46 | F | 1 | NaN | Single | Less than $40K | Blue | 39 | 2 | 2 | 1 | 2029.000 | 1074 | 0.514 | 4802 | 90 | 0.800 | 0.529 | 0 | 0 |
| 8308 | 48 | M | 3 | College | Married | $120K + | Blue | 36 | 2 | 3 | 2 | 32777.000 | 0 | 0.665 | 4520 | 75 | 0.923 | 0.000 | 0 | 0 |
| 8309 | 50 | M | 2 | Graduate | Married | $120K + | Blue | 41 | 1 | 3 | 3 | 4607.000 | 0 | 0.898 | 4793 | 88 | 0.630 | 0.000 | 0 | 0 |
| 8310 | 52 | F | 1 | NaN | Married | abc | Blue | 45 | 2 | 4 | 0 | 23486.000 | 0 | 0.616 | 4530 | 74 | 0.762 | 0.000 | 0 | 0 |
| 8311 | 54 | F | 2 | High School | Married | abc | Blue | 47 | 2 | 3 | 3 | 1997.000 | 0 | 0.825 | 4961 | 82 | 0.783 | 0.000 | 0 | 0 |
| 8312 | 40 | F | 5 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 3144.000 | 1787 | 0.685 | 4758 | 67 | 0.558 | 0.568 | 0 | 0 |
| 8313 | 47 | F | 4 | Post-Graduate | Divorced | $40K - $60K | Blue | 40 | 2 | 2 | 3 | 2725.000 | 1851 | 0.687 | 4904 | 85 | 0.700 | 0.679 | 0 | 0 |
| 8314 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 1874.000 | 994 | 0.713 | 4194 | 78 | 0.857 | 0.530 | 0 | 0 |
| 8315 | 45 | M | 3 | Uneducated | Single | $120K + | Blue | 35 | 2 | 3 | 5 | 7135.000 | 2517 | 0.631 | 2305 | 42 | 0.448 | 0.353 | 1 | 1 |
| 8316 | 35 | F | 4 | Uneducated | Married | abc | Blue | 25 | 2 | 3 | 2 | 3379.000 | 587 | 0.670 | 5121 | 80 | 0.702 | 0.174 | 0 | 0 |
| 8317 | 48 | F | 3 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 6 | 2 | 2804.000 | 1057 | 0.576 | 5033 | 81 | 0.800 | 0.377 | 0 | 0 |
| 8318 | 44 | M | 2 | Uneducated | Divorced | $60K - $80K | Blue | 38 | 2 | 1 | 2 | 16553.000 | 0 | 0.488 | 4797 | 82 | 0.907 | 0.000 | 0 | 0 |
| 8319 | 41 | F | 3 | Doctorate | Single | abc | Blue | 36 | 2 | 3 | 6 | 2246.000 | 0 | 0.725 | 3607 | 51 | 0.821 | 0.000 | 1 | 1 |
| 8320 | 42 | F | 4 | Uneducated | Single | abc | Blue | 36 | 1 | 4 | 1 | 2875.000 | 1892 | 0.750 | 4577 | 81 | 0.688 | 0.658 | 0 | 0 |
| 8321 | 51 | F | 1 | NaN | Married | abc | Blue | 35 | 1 | 2 | 3 | 3668.000 | 0 | 0.655 | 4753 | 87 | 0.812 | 0.000 | 0 | 0 |
| 8322 | 45 | F | 3 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 2853.000 | 2517 | 0.595 | 4971 | 65 | 0.757 | 0.882 | 0 | 0 |
| 8323 | 50 | F | 3 | Graduate | Single | Less than $40K | Blue | 41 | 2 | 2 | 2 | 2382.000 | 1419 | 0.780 | 4563 | 89 | 0.712 | 0.596 | 0 | 0 |
| 8324 | 54 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 2830.000 | 1779 | 0.883 | 4854 | 74 | 0.947 | 0.629 | 0 | 0 |
| 8325 | 47 | F | 3 | NaN | Married | abc | Blue | 27 | 1 | 3 | 3 | 24987.000 | 824 | 0.691 | 3995 | 64 | 0.561 | 0.033 | 0 | 0 |
| 8326 | 52 | F | 4 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 1 | 3 | 3705.000 | 2168 | 0.662 | 4452 | 89 | 0.894 | 0.585 | 0 | 0 |
| 8327 | 49 | F | 3 | Graduate | Single | Less than $40K | Blue | 43 | 6 | 3 | 4 | 1675.000 | 0 | 0.760 | 2622 | 53 | 0.710 | 0.000 | 1 | 1 |
| 8328 | 47 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1439.000 | 0 | 0.638 | 5047 | 79 | 0.837 | 0.000 | 0 | 0 |
| 8329 | 54 | F | 3 | NaN | Single | $40K - $60K | Blue | 41 | 1 | 3 | 2 | 4440.000 | 0 | 0.639 | 3720 | 89 | 0.894 | 0.000 | 0 | 0 |
| 8330 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2563.000 | 1765 | 0.857 | 4515 | 77 | 0.925 | 0.689 | 0 | 0 |
| 8331 | 46 | F | 4 | High School | Married | Less than $40K | Blue | 33 | 1 | 3 | 0 | 1896.000 | 1738 | 0.647 | 4588 | 75 | 0.923 | 0.917 | 0 | 0 |
| 8332 | 39 | F | 3 | NaN | Married | Less than $40K | Blue | 26 | 5 | 2 | 5 | 2190.000 | 0 | 0.691 | 2338 | 40 | 0.600 | 0.000 | 1 | 1 |
| 8333 | 55 | F | 0 | Uneducated | Married | Less than $40K | Blue | 44 | 1 | 1 | 3 | 2596.000 | 1929 | 0.609 | 4726 | 87 | 0.812 | 0.743 | 0 | 0 |
| 8334 | 44 | F | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 2 | 3 | 4 | 4196.000 | 561 | 0.741 | 2558 | 38 | 0.652 | 0.134 | 1 | 1 |
| 8335 | 43 | F | 3 | Uneducated | Single | Less than $40K | Blue | 25 | 2 | 3 | 3 | 1616.000 | 966 | 0.647 | 4774 | 74 | 0.805 | 0.598 | 0 | 0 |
| 8336 | 42 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 6618.000 | 1738 | 0.720 | 5022 | 76 | 0.854 | 0.263 | 0 | 0 |
| 8337 | 50 | F | 4 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 2477.000 | 0 | 0.445 | 2037 | 43 | 0.387 | 0.000 | 1 | 1 |
| 8338 | 38 | F | 3 | High School | Single | $40K - $60K | Blue | 25 | 1 | 1 | 2 | 3040.000 | 1908 | 0.758 | 5616 | 73 | 0.659 | 0.628 | 0 | 0 |
| 8339 | 41 | M | 3 | NaN | Single | $60K - $80K | Blue | 32 | 1 | 3 | 3 | 4697.000 | 1046 | 0.313 | 1679 | 29 | 0.318 | 0.223 | 1 | 1 |
| 8340 | 51 | M | 4 | College | Married | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 4436.000 | 2222 | 0.731 | 4460 | 85 | 0.771 | 0.501 | 0 | 0 |
| 8341 | 44 | F | 2 | Graduate | Divorced | Less than $40K | Silver | 25 | 2 | 2 | 2 | 13138.000 | 0 | 0.546 | 3881 | 77 | 0.791 | 0.000 | 0 | 0 |
| 8342 | 46 | M | 2 | Uneducated | NaN | $60K - $80K | Blue | 30 | 4 | 3 | 2 | 1438.300 | 681 | 0.731 | 2527 | 38 | 0.583 | 0.473 | 1 | 1 |
| 8343 | 38 | F | 3 | College | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 3297.000 | 1554 | 0.605 | 4636 | 86 | 0.720 | 0.471 | 0 | 0 |
| 8344 | 46 | M | 2 | Graduate | Single | $60K - $80K | Blue | 34 | 1 | 3 | 2 | 6272.000 | 1434 | 1.172 | 4514 | 66 | 1.200 | 0.229 | 0 | 0 |
| 8345 | 54 | M | 3 | College | Single | $40K - $60K | Blue | 42 | 1 | 2 | 1 | 5608.000 | 1775 | 0.522 | 4325 | 77 | 0.750 | 0.317 | 0 | 0 |
| 8346 | 42 | M | 4 | NaN | Married | $60K - $80K | Blue | 32 | 1 | 1 | 2 | 9906.000 | 1759 | 0.785 | 4033 | 76 | 1.000 | 0.178 | 0 | 0 |
| 8347 | 30 | F | 0 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1621.000 | 1046 | 0.729 | 5247 | 84 | 0.615 | 0.645 | 0 | 0 |
| 8348 | 49 | F | 4 | Uneducated | Married | Less than $40K | Blue | 38 | 1 | 3 | 3 | 2305.000 | 1173 | 0.818 | 5106 | 74 | 0.762 | 0.509 | 0 | 0 |
| 8349 | 54 | F | 1 | Uneducated | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 9525.000 | 2517 | 0.669 | 4804 | 79 | 0.881 | 0.264 | 0 | 0 |
| 8350 | 41 | M | 3 | NaN | Single | $80K - $120K | Blue | 32 | 1 | 3 | 4 | 4742.000 | 2221 | 0.464 | 2422 | 41 | 0.464 | 0.468 | 1 | 1 |
| 8351 | 51 | M | 4 | Graduate | Single | $120K + | Blue | 36 | 2 | 1 | 1 | 3168.000 | 2147 | 0.663 | 4674 | 71 | 0.821 | 0.678 | 0 | 0 |
| 8352 | 37 | F | 3 | College | Married | Less than $40K | Blue | 27 | 2 | 1 | 3 | 2939.000 | 1388 | 0.690 | 5076 | 84 | 0.826 | 0.472 | 0 | 0 |
| 8353 | 44 | F | 1 | High School | Divorced | Less than $40K | Blue | 32 | 1 | 1 | 2 | 2724.000 | 1288 | 0.613 | 4171 | 75 | 1.206 | 0.473 | 0 | 0 |
| 8354 | 46 | F | 2 | NaN | Married | abc | Blue | 36 | 2 | 3 | 0 | 6990.000 | 876 | 0.752 | 4861 | 77 | 0.638 | 0.125 | 0 | 0 |
| 8355 | 45 | M | 2 | High School | NaN | $60K - $80K | Blue | 32 | 1 | 2 | 3 | 1870.000 | 0 | 0.761 | 4891 | 65 | 0.806 | 0.000 | 0 | 0 |
| 8356 | 55 | F | 4 | Graduate | Married | $40K - $60K | Blue | 41 | 1 | 1 | 3 | 1438.300 | 0 | 0.861 | 4885 | 88 | 0.630 | 0.000 | 0 | 0 |
| 8357 | 55 | F | 1 | High School | Married | $40K - $60K | Blue | 46 | 2 | 4 | 3 | 4629.000 | 710 | 0.788 | 2877 | 49 | 0.581 | 0.153 | 1 | 1 |
| 8358 | 50 | M | 3 | Graduate | Single | $120K + | Blue | 33 | 1 | 2 | 2 | 34516.000 | 1134 | 0.585 | 4520 | 73 | 0.659 | 0.033 | 0 | 0 |
| 8359 | 36 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 4 | 3 | 0 | 1558.000 | 261 | 0.775 | 2424 | 40 | 0.600 | 0.168 | 1 | 1 |
| 8360 | 45 | M | 4 | Doctorate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 2 | 13093.000 | 2517 | 0.426 | 2032 | 39 | 0.444 | 0.192 | 1 | 1 |
| 8361 | 45 | F | 5 | NaN | Divorced | $40K - $60K | Blue | 33 | 2 | 2 | 3 | 1438.300 | 0 | 0.739 | 5346 | 84 | 0.787 | 0.000 | 0 | 0 |
| 8362 | 41 | F | 3 | NaN | NaN | $40K - $60K | Blue | 36 | 2 | 6 | 2 | 4451.000 | 0 | 0.726 | 4456 | 75 | 0.974 | 0.000 | 0 | 0 |
| 8363 | 44 | M | 4 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 2 | 1 | 6426.000 | 0 | 0.592 | 4892 | 80 | 0.818 | 0.000 | 0 | 0 |
| 8364 | 47 | F | 5 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 2761.000 | 1950 | 0.582 | 4510 | 88 | 0.660 | 0.706 | 0 | 0 |
| 8365 | 38 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 1 | 2 | 3 | 2148.000 | 1103 | 0.602 | 4711 | 64 | 0.882 | 0.514 | 0 | 0 |
| 8366 | 49 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 30 | 1 | 3 | 3 | 2485.000 | 1648 | 0.595 | 4208 | 71 | 0.919 | 0.663 | 0 | 0 |
| 8367 | 39 | F | 4 | Graduate | Single | $40K - $60K | Blue | 25 | 2 | 3 | 3 | 3394.000 | 2517 | 0.689 | 5421 | 75 | 0.829 | 0.742 | 0 | 0 |
| 8368 | 50 | F | 3 | High School | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 3367.000 | 1747 | 0.769 | 5657 | 91 | 0.517 | 0.519 | 0 | 0 |
| 8369 | 50 | F | 0 | High School | Married | $40K - $60K | Blue | 43 | 2 | 3 | 1 | 4154.000 | 1060 | 0.544 | 4325 | 86 | 0.720 | 0.255 | 0 | 0 |
| 8370 | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 37 | 2 | 2 | 2 | 2154.000 | 1628 | 0.665 | 4538 | 74 | 0.762 | 0.756 | 0 | 0 |
| 8371 | 54 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 43 | 1 | 2 | 1 | 2506.000 | 1784 | 0.729 | 4504 | 80 | 1.051 | 0.712 | 0 | 0 |
| 8372 | 46 | F | 3 | College | Divorced | Less than $40K | Blue | 38 | 1 | 1 | 3 | 1774.000 | 1115 | 0.686 | 3474 | 60 | 0.667 | 0.629 | 0 | 0 |
| 8373 | 43 | F | 2 | NaN | Single | abc | Blue | 27 | 1 | 3 | 3 | 3287.000 | 1697 | 0.711 | 5236 | 77 | 1.026 | 0.516 | 0 | 0 |
| 8374 | 42 | F | 3 | High School | Married | abc | Blue | 30 | 1 | 1 | 2 | 1821.000 | 935 | 0.781 | 4786 | 87 | 0.776 | 0.513 | 0 | 0 |
| 8375 | 49 | M | 4 | High School | NaN | $80K - $120K | Blue | 31 | 2 | 3 | 3 | 34516.000 | 2517 | 0.710 | 3990 | 65 | 1.031 | 0.073 | 0 | 0 |
| 8376 | 45 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 1 | 3 | 3918.000 | 2070 | 0.760 | 4700 | 69 | 0.643 | 0.528 | 0 | 0 |
| 8377 | 49 | F | 1 | Graduate | Married | abc | Blue | 39 | 1 | 1 | 3 | 5455.000 | 2091 | 0.748 | 4349 | 58 | 0.812 | 0.383 | 0 | 0 |
| 8378 | 41 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 2 | 2372.000 | 0 | 0.597 | 2499 | 41 | 0.464 | 0.000 | 1 | 1 |
| 8379 | 45 | F | 2 | Graduate | Single | Less than $40K | Blue | 33 | 1 | 3 | 4 | 1492.000 | 0 | 0.502 | 2469 | 38 | 0.267 | 0.000 | 1 | 1 |
| 8380 | 44 | F | 1 | Graduate | Single | Less than $40K | Blue | 31 | 2 | 2 | 3 | 1550.000 | 716 | 0.749 | 4534 | 87 | 0.977 | 0.462 | 0 | 0 |
| 8381 | 58 | F | 3 | Graduate | Single | Less than $40K | Blue | 53 | 1 | 3 | 1 | 2669.000 | 2048 | 0.725 | 4863 | 79 | 1.135 | 0.767 | 0 | 0 |
| 8382 | 42 | M | 4 | College | Single | $60K - $80K | Blue | 23 | 2 | 3 | 1 | 3311.000 | 841 | 0.700 | 4559 | 80 | 0.905 | 0.254 | 0 | 0 |
| 8383 | 51 | F | 4 | High School | Single | Less than $40K | Blue | 33 | 2 | 4 | 3 | 3068.000 | 2071 | 0.854 | 5524 | 71 | 0.972 | 0.675 | 0 | 0 |
| 8384 | 55 | F | 1 | Graduate | Single | abc | Blue | 49 | 1 | 4 | 3 | 2721.000 | 0 | 0.508 | 5443 | 73 | 0.973 | 0.000 | 0 | 1 |
| 8385 | 37 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 27 | 1 | 3 | 2 | 3050.000 | 2517 | 1.177 | 4698 | 75 | 0.923 | 0.825 | 0 | 0 |
| 8386 | 60 | F | 2 | Graduate | Married | abc | Blue | 54 | 1 | 2 | 2 | 3356.000 | 1664 | 0.862 | 5200 | 81 | 0.929 | 0.496 | 0 | 0 |
| 8387 | 42 | F | 4 | Graduate | Married | $40K - $60K | Blue | 23 | 1 | 2 | 3 | 2647.000 | 1245 | 0.712 | 4911 | 82 | 0.864 | 0.470 | 0 | 0 |
| 8388 | 50 | F | 4 | NaN | Married | Less than $40K | Blue | 36 | 2 | 4 | 3 | 2407.000 | 1102 | 0.736 | 4543 | 71 | 0.775 | 0.458 | 0 | 0 |
| 8389 | 52 | F | 2 | High School | Married | abc | Blue | 39 | 1 | 3 | 4 | 2233.000 | 1790 | 0.798 | 2888 | 50 | 0.562 | 0.802 | 1 | 1 |
| 8390 | 42 | M | 3 | Post-Graduate | NaN | $80K - $120K | Blue | 37 | 1 | 1 | 3 | 32106.000 | 0 | 0.678 | 4452 | 83 | 0.729 | 0.000 | 0 | 0 |
| 8391 | 48 | F | 4 | NaN | Married | Less than $40K | Blue | 43 | 1 | 1 | 0 | 2089.000 | 1262 | 0.886 | 5069 | 76 | 1.111 | 0.604 | 0 | 0 |
| 8392 | 48 | F | 3 | High School | Divorced | Less than $40K | Blue | 36 | 1 | 1 | 1 | 2185.000 | 1495 | 0.924 | 4906 | 83 | 0.804 | 0.684 | 0 | 0 |
| 8393 | 44 | F | 2 | Graduate | NaN | Less than $40K | Blue | 39 | 2 | 3 | 3 | 4057.000 | 755 | 0.873 | 4301 | 58 | 1.417 | 0.186 | 0 | 0 |
| 8394 | 44 | F | 4 | College | Married | $40K - $60K | Blue | 27 | 1 | 1 | 2 | 3183.000 | 2517 | 0.726 | 4017 | 63 | 0.853 | 0.791 | 0 | 0 |
| 8395 | 45 | F | 5 | Uneducated | NaN | Less than $40K | Blue | 36 | 1 | 2 | 3 | 2699.000 | 1583 | 0.648 | 4071 | 75 | 0.829 | 0.587 | 0 | 0 |
| 8396 | 57 | M | 3 | Graduate | Single | $80K - $120K | Blue | 50 | 2 | 3 | 3 | 17096.000 | 1762 | 0.409 | 4231 | 62 | 0.550 | 0.103 | 0 | 0 |
| 8397 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 1 | 1 | 1 | 2897.000 | 0 | 0.700 | 4891 | 87 | 0.776 | 0.000 | 0 | 0 |
| 8398 | 46 | F | 2 | Graduate | NaN | Less than $40K | Blue | 40 | 5 | 2 | 2 | 6568.000 | 0 | 0.101 | 1507 | 33 | 0.222 | 0.000 | 1 | 1 |
| 8399 | 40 | F | 4 | Graduate | Married | abc | Blue | 28 | 1 | 3 | 3 | 1622.000 | 972 | 0.866 | 4216 | 71 | 1.367 | 0.599 | 0 | 0 |
| 8400 | 51 | F | 2 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 1438.300 | 718 | 0.571 | 4447 | 71 | 0.821 | 0.499 | 0 | 0 |
| 8401 | 34 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 1677.000 | 0 | 0.700 | 4035 | 87 | 0.891 | 0.000 | 0 | 0 |
| 8402 | 48 | F | 2 | Graduate | Married | abc | Blue | 41 | 1 | 1 | 3 | 7884.000 | 745 | 0.714 | 4588 | 74 | 0.762 | 0.094 | 0 | 0 |
| 8403 | 57 | F | 2 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 3 | 1860.000 | 0 | 0.778 | 5109 | 62 | 0.722 | 0.000 | 0 | 0 |
| 8404 | 48 | F | 3 | Graduate | Married | abc | Blue | 41 | 1 | 2 | 2 | 8074.000 | 2426 | 0.720 | 5372 | 93 | 0.788 | 0.300 | 0 | 0 |
| 8405 | 47 | F | 4 | Graduate | Married | Less than $40K | Blue | 30 | 2 | 3 | 3 | 2124.000 | 1573 | 0.728 | 4592 | 83 | 0.804 | 0.741 | 0 | 0 |
| 8406 | 48 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 1 | 3 | 3413.000 | 1715 | 0.812 | 3843 | 67 | 0.634 | 0.502 | 0 | 0 |
| 8407 | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 24 | 2 | 3 | 3 | 2178.000 | 1408 | 0.635 | 5089 | 80 | 0.455 | 0.646 | 0 | 0 |
| 8408 | 47 | F | 3 | Uneducated | Single | abc | Blue | 35 | 1 | 4 | 3 | 2446.000 | 1899 | 0.714 | 5347 | 87 | 0.740 | 0.776 | 0 | 0 |
| 8409 | 37 | F | 2 | NaN | Single | Less than $40K | Blue | 21 | 1 | 1 | 1 | 3967.000 | 1476 | 0.626 | 4490 | 66 | 0.833 | 0.372 | 0 | 0 |
| 8410 | 45 | F | 4 | Graduate | Married | abc | Blue | 36 | 2 | 2 | 2 | 4146.000 | 2027 | 0.740 | 4323 | 64 | 0.684 | 0.489 | 0 | 0 |
| 8411 | 26 | F | 0 | Uneducated | NaN | abc | Silver | 13 | 1 | 2 | 3 | 34516.000 | 2403 | 0.623 | 4174 | 59 | 0.735 | 0.070 | 0 | 0 |
| 8412 | 58 | F | 0 | NaN | NaN | Less than $40K | Blue | 52 | 1 | 2 | 2 | 1869.000 | 1255 | 0.847 | 5269 | 80 | 0.633 | 0.671 | 0 | 0 |
| 8413 | 46 | F | 2 | College | Single | abc | Blue | 33 | 2 | 3 | 1 | 2168.000 | 1334 | 0.622 | 4043 | 73 | 0.738 | 0.615 | 0 | 0 |
| 8414 | 49 | F | 2 | College | Married | Less than $40K | Blue | 40 | 1 | 2 | 1 | 2096.000 | 1276 | 0.600 | 4926 | 82 | 0.745 | 0.609 | 0 | 0 |
| 8415 | 41 | M | 2 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 1 | 1 | 7293.000 | 993 | 0.507 | 4828 | 82 | 0.640 | 0.136 | 0 | 0 |
| 8416 | 46 | F | 4 | College | Married | abc | Blue | 35 | 2 | 2 | 2 | 1438.300 | 0 | 0.802 | 4659 | 74 | 1.114 | 0.000 | 0 | 0 |
| 8417 | 42 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 3 | 1438.300 | 686 | 0.680 | 3499 | 80 | 0.860 | 0.477 | 0 | 0 |
| 8418 | 57 | F | 3 | High School | Single | Less than $40K | Blue | 46 | 1 | 2 | 2 | 2298.000 | 1540 | 0.708 | 5154 | 81 | 0.976 | 0.670 | 0 | 0 |
| 8419 | 48 | F | 4 | NaN | Single | abc | Blue | 37 | 1 | 2 | 1 | 3829.000 | 836 | 0.731 | 4313 | 85 | 0.545 | 0.218 | 0 | 0 |
| 8420 | 58 | F | 3 | Doctorate | Married | Less than $40K | Blue | 47 | 1 | 3 | 3 | 1517.000 | 920 | 0.825 | 5067 | 69 | 0.865 | 0.606 | 0 | 0 |
| 8421 | 46 | F | 2 | College | NaN | Less than $40K | Silver | 36 | 2 | 3 | 1 | 13427.000 | 1507 | 0.840 | 4266 | 63 | 0.750 | 0.112 | 0 | 0 |
| 8422 | 53 | M | 3 | NaN | Married | $80K - $120K | Blue | 40 | 2 | 2 | 3 | 16747.000 | 0 | 0.801 | 4350 | 76 | 0.767 | 0.000 | 0 | 0 |
| 8423 | 58 | F | 1 | Graduate | Married | abc | Blue | 48 | 2 | 3 | 1 | 9926.000 | 2216 | 0.524 | 4937 | 73 | 0.553 | 0.223 | 0 | 0 |
| 8424 | 54 | F | 2 | High School | NaN | Less than $40K | Blue | 44 | 1 | 1 | 1 | 2691.000 | 811 | 0.767 | 4413 | 80 | 0.633 | 0.301 | 0 | 0 |
| 8425 | 42 | F | 3 | High School | Married | $40K - $60K | Blue | 30 | 5 | 3 | 2 | 1456.000 | 0 | 0.694 | 2843 | 42 | 0.500 | 0.000 | 1 | 1 |
| 8426 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 34 | 2 | 3 | 2 | 2005.000 | 1263 | 0.657 | 4906 | 80 | 0.818 | 0.630 | 0 | 0 |
| 8427 | 35 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 0 | 4790.000 | 1189 | 0.698 | 4544 | 81 | 0.929 | 0.248 | 0 | 0 |
| 8428 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3123.000 | 1639 | 0.788 | 4117 | 76 | 1.111 | 0.525 | 0 | 0 |
| 8429 | 42 | F | 3 | College | NaN | Less than $40K | Blue | 28 | 1 | 2 | 3 | 5471.000 | 2517 | 0.493 | 5103 | 94 | 0.679 | 0.460 | 0 | 0 |
| 8430 | 53 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 1 | 2 | 2 | 13670.000 | 0 | 0.819 | 4812 | 81 | 0.653 | 0.000 | 0 | 0 |
| 8431 | 52 | M | 2 | Graduate | Single | $60K - $80K | Blue | 45 | 2 | 3 | 3 | 3460.000 | 0 | 0.466 | 2355 | 47 | 0.621 | 0.000 | 1 | 1 |
| 8432 | 48 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 42 | 1 | 3 | 3 | 3202.000 | 2517 | 0.597 | 4675 | 88 | 0.692 | 0.786 | 0 | 0 |
| 8433 | 31 | F | 1 | Uneducated | Married | Less than $40K | Blue | 20 | 6 | 2 | 2 | 1438.300 | 0 | 0.706 | 2614 | 49 | 0.531 | 0.000 | 1 | 1 |
| 8434 | 50 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 1 | 3 | 2 | 2296.000 | 1371 | 0.604 | 5483 | 77 | 0.791 | 0.597 | 0 | 0 |
| 8435 | 54 | F | 5 | NaN | Single | Less than $40K | Blue | 49 | 2 | 3 | 2 | 1476.000 | 0 | 0.699 | 4462 | 75 | 0.786 | 0.000 | 0 | 0 |
| 8436 | 35 | F | 3 | Doctorate | Single | abc | Blue | 24 | 1 | 1 | 3 | 12287.000 | 770 | 0.612 | 4601 | 65 | 0.757 | 0.063 | 0 | 0 |
| 8437 | 41 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2470.000 | 1566 | 0.811 | 5011 | 61 | 0.743 | 0.634 | 0 | 0 |
| 8438 | 46 | M | 2 | Graduate | NaN | $120K + | Blue | 34 | 1 | 3 | 2 | 24431.000 | 892 | 0.417 | 3457 | 66 | 0.571 | 0.037 | 0 | 0 |
| 8439 | 41 | M | 4 | NaN | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 1950.000 | 998 | 0.619 | 4630 | 84 | 0.714 | 0.512 | 0 | 0 |
| 8440 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 6615.000 | 0 | 0.619 | 4575 | 75 | 0.786 | 0.000 | 0 | 0 |
| 8441 | 47 | F | 4 | NaN | Single | abc | Blue | 34 | 1 | 3 | 2 | 5756.000 | 860 | 0.708 | 5298 | 72 | 0.714 | 0.149 | 0 | 0 |
| 8442 | 55 | F | 2 | College | Single | abc | Blue | 49 | 1 | 0 | 6 | 1438.300 | 0 | 0.608 | 2278 | 57 | 0.727 | 0.000 | 1 | 1 |
| 8443 | 32 | F | 0 | NaN | Single | Less than $40K | Blue | 22 | 1 | 3 | 2 | 1438.300 | 713 | 0.806 | 5099 | 80 | 0.951 | 0.496 | 0 | 0 |
| 8444 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1912.000 | 0 | 0.728 | 4851 | 87 | 0.642 | 0.000 | 0 | 0 |
| 8445 | 45 | F | 4 | High School | Single | abc | Blue | 26 | 6 | 2 | 2 | 4549.000 | 1631 | 0.779 | 2240 | 34 | 0.478 | 0.359 | 1 | 1 |
| 8446 | 45 | F | 4 | Graduate | NaN | Less than $40K | Blue | 33 | 1 | 2 | 1 | 1979.000 | 1305 | 0.702 | 5458 | 84 | 0.750 | 0.659 | 0 | 0 |
| 8447 | 40 | F | 5 | NaN | Married | $40K - $60K | Blue | 24 | 1 | 1 | 2 | 2803.000 | 1747 | 0.954 | 5089 | 71 | 1.029 | 0.623 | 0 | 0 |
| 8448 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 35 | 2 | 2 | 1 | 2548.000 | 2250 | 0.581 | 4747 | 77 | 0.791 | 0.883 | 0 | 0 |
| 8449 | 45 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 1457.000 | 828 | 0.852 | 5401 | 93 | 0.661 | 0.568 | 0 | 0 |
| 8450 | 32 | F | 0 | NaN | Married | Less than $40K | Blue | 36 | 5 | 3 | 3 | 1438.300 | 0 | 0.569 | 2464 | 37 | 0.321 | 0.000 | 1 | 1 |
| 8451 | 59 | F | 1 | Graduate | Single | $40K - $60K | Blue | 53 | 2 | 2 | 0 | 1980.000 | 1409 | 0.743 | 5350 | 96 | 0.714 | 0.712 | 0 | 0 |
| 8452 | 48 | F | 2 | Graduate | Married | Less than $40K | Blue | 35 | 2 | 3 | 1 | 2216.000 | 1262 | 0.497 | 4763 | 83 | 0.660 | 0.569 | 0 | 0 |
| 8453 | 57 | F | 3 | Graduate | Divorced | $40K - $60K | Blue | 47 | 1 | 3 | 2 | 4262.000 | 2517 | 0.682 | 3943 | 75 | 0.744 | 0.591 | 0 | 0 |
| 8454 | 42 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 1 | 2 | 3 | 2573.000 | 1742 | 0.693 | 4649 | 88 | 0.760 | 0.677 | 0 | 0 |
| 8455 | 55 | F | 2 | High School | Married | $40K - $60K | Blue | 42 | 2 | 2 | 3 | 5431.000 | 2007 | 0.661 | 4569 | 82 | 0.608 | 0.370 | 0 | 0 |
| 8456 | 43 | F | 5 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 3092.000 | 909 | 0.832 | 4797 | 87 | 0.851 | 0.294 | 0 | 0 |
| 8457 | 37 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 1 | 3 | 3 | 2984.000 | 0 | 0.770 | 4878 | 86 | 0.870 | 0.000 | 0 | 0 |
| 8458 | 48 | F | 2 | Uneducated | Married | abc | Blue | 38 | 1 | 3 | 3 | 2186.000 | 1017 | 0.617 | 4629 | 77 | 0.791 | 0.465 | 0 | 0 |
| 8459 | 34 | M | 1 | Graduate | Single | Less than $40K | Blue | 28 | 1 | 6 | 3 | 2669.000 | 1649 | 0.630 | 4314 | 74 | 0.609 | 0.618 | 0 | 0 |
| 8460 | 50 | F | 3 | Graduate | Married | Less than $40K | Blue | 45 | 1 | 3 | 1 | 1789.000 | 1156 | 0.748 | 5110 | 75 | 0.630 | 0.646 | 0 | 0 |
| 8461 | 36 | F | 1 | Doctorate | Single | Less than $40K | Blue | 25 | 1 | 2 | 3 | 2835.000 | 2511 | 0.731 | 4811 | 77 | 0.925 | 0.886 | 0 | 0 |
| 8462 | 44 | F | 5 | Graduate | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 1558.000 | 879 | 0.874 | 4805 | 86 | 0.792 | 0.564 | 0 | 0 |
| 8463 | 47 | M | 4 | Graduate | Single | $80K - $120K | Blue | 42 | 1 | 1 | 3 | 7299.000 | 0 | 0.806 | 4678 | 83 | 0.729 | 0.000 | 0 | 0 |
| 8464 | 56 | F | 1 | High School | Single | Less than $40K | Blue | 48 | 1 | 5 | 2 | 3556.000 | 0 | 0.596 | 2220 | 45 | 0.731 | 0.000 | 1 | 1 |
| 8465 | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 1 | 2 | 2 | 1438.300 | 834 | 0.635 | 4976 | 70 | 0.842 | 0.580 | 0 | 0 |
| 8466 | 35 | F | 2 | NaN | Single | abc | Blue | 36 | 2 | 1 | 2 | 1507.000 | 0 | 0.810 | 4679 | 85 | 0.771 | 0.000 | 0 | 0 |
| 8467 | 51 | F | 2 | Graduate | Married | abc | Blue | 34 | 2 | 3 | 2 | 7551.000 | 0 | 0.894 | 2977 | 46 | 0.394 | 0.000 | 1 | 1 |
| 8468 | 38 | F | 2 | Uneducated | Single | Less than $40K | Blue | 25 | 2 | 3 | 1 | 2468.000 | 872 | 0.991 | 4426 | 76 | 1.111 | 0.353 | 0 | 0 |
| 8469 | 42 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 2515.000 | 1453 | 0.649 | 4025 | 74 | 0.805 | 0.578 | 0 | 0 |
| 8470 | 59 | F | 0 | Graduate | NaN | abc | Blue | 49 | 2 | 3 | 2 | 9076.000 | 0 | 0.899 | 3048 | 53 | 0.656 | 0.000 | 1 | 1 |
| 8471 | 45 | M | 3 | College | Single | $60K - $80K | Blue | 35 | 1 | 1 | 2 | 10699.000 | 1099 | 0.661 | 5052 | 61 | 0.694 | 0.103 | 0 | 0 |
| 8472 | 34 | M | 2 | High School | Married | $80K - $120K | Blue | 25 | 6 | 2 | 0 | 1439.000 | 0 | 0.890 | 2932 | 44 | 0.913 | 0.000 | 1 | 1 |
| 8473 | 44 | F | 3 | Doctorate | Married | abc | Blue | 40 | 2 | 1 | 1 | 7212.000 | 1008 | 0.727 | 5169 | 82 | 0.745 | 0.140 | 0 | 0 |
| 8474 | 54 | F | 4 | High School | Single | $40K - $60K | Blue | 48 | 2 | 4 | 1 | 3089.000 | 1177 | 1.010 | 5237 | 75 | 0.829 | 0.381 | 0 | 0 |
| 8475 | 46 | M | 3 | NaN | NaN | $80K - $120K | Blue | 41 | 1 | 2 | 2 | 11250.000 | 0 | 0.482 | 4514 | 70 | 0.591 | 0.000 | 0 | 0 |
| 8476 | 53 | F | 1 | College | Married | Less than $40K | Blue | 36 | 1 | 3 | 3 | 1665.000 | 964 | 1.049 | 4881 | 75 | 0.923 | 0.579 | 0 | 0 |
| 8477 | 54 | M | 1 | College | Single | $120K + | Blue | 48 | 1 | 3 | 1 | 2456.000 | 1654 | 0.565 | 4468 | 84 | 0.750 | 0.673 | 0 | 0 |
| 8478 | 47 | M | 1 | Graduate | Married | $60K - $80K | Blue | 40 | 2 | 2 | 3 | 11773.000 | 0 | 0.754 | 5098 | 58 | 1.071 | 0.000 | 0 | 0 |
| 8479 | 43 | F | 4 | Graduate | Single | $40K - $60K | Blue | 23 | 2 | 1 | 1 | 1438.300 | 0 | 0.728 | 4494 | 82 | 0.708 | 0.000 | 0 | 0 |
| 8480 | 41 | F | 3 | College | Single | $40K - $60K | Blue | 32 | 2 | 1 | 2 | 3104.000 | 1954 | 0.473 | 4699 | 77 | 0.925 | 0.630 | 0 | 0 |
| 8481 | 48 | F | 3 | College | NaN | abc | Blue | 40 | 2 | 6 | 1 | 2337.000 | 0 | 0.586 | 5203 | 90 | 0.765 | 0.000 | 0 | 0 |
| 8482 | 50 | F | 3 | Uneducated | Married | Less than $40K | Blue | 34 | 2 | 2 | 2 | 4060.000 | 2336 | 0.943 | 5173 | 87 | 0.706 | 0.575 | 0 | 0 |
| 8483 | 42 | F | 4 | Uneducated | Single | Less than $40K | Blue | 24 | 2 | 2 | 2 | 3428.000 | 2209 | 0.671 | 4751 | 87 | 0.642 | 0.644 | 0 | 0 |
| 8484 | 44 | M | 3 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 12967.000 | 2517 | 0.787 | 4520 | 74 | 0.762 | 0.194 | 0 | 0 |
| 8485 | 45 | M | 3 | NaN | Single | Less than $40K | Blue | 36 | 2 | 1 | 0 | 2326.000 | 642 | 0.814 | 5413 | 90 | 0.765 | 0.276 | 0 | 0 |
| 8486 | 39 | F | 3 | Graduate | Married | abc | Blue | 26 | 2 | 2 | 3 | 4376.000 | 855 | 0.839 | 2862 | 52 | 0.733 | 0.195 | 1 | 1 |
| 8487 | 46 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 33 | 2 | 2 | 1 | 12745.000 | 0 | 0.538 | 4380 | 80 | 0.739 | 0.000 | 0 | 0 |
| 8488 | 39 | M | 2 | Doctorate | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 1790.000 | 891 | 0.450 | 4498 | 96 | 0.574 | 0.498 | 0 | 0 |
| 8489 | 40 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2969.000 | 0 | 0.740 | 4109 | 70 | 1.000 | 0.000 | 0 | 0 |
| 8490 | 43 | M | 3 | Doctorate | Single | $40K - $60K | Blue | 35 | 2 | 6 | 3 | 4970.000 | 1588 | 0.669 | 4436 | 83 | 0.804 | 0.320 | 0 | 0 |
| 8491 | 49 | F | 3 | Graduate | Single | $40K - $60K | Blue | 32 | 1 | 3 | 3 | 5400.000 | 1426 | 0.595 | 4643 | 80 | 0.702 | 0.264 | 0 | 0 |
| 8492 | 46 | F | 1 | Uneducated | NaN | abc | Blue | 28 | 5 | 2 | 6 | 2069.000 | 0 | 0.656 | 2754 | 55 | 0.667 | 0.000 | 1 | 1 |
| 8493 | 52 | F | 2 | NaN | Married | abc | Blue | 45 | 2 | 2 | 1 | 3192.000 | 0 | 0.646 | 4191 | 80 | 0.739 | 0.000 | 0 | 0 |
| 8494 | 48 | F | 3 | NaN | Single | Less than $40K | Blue | 37 | 2 | 2 | 1 | 2105.000 | 1072 | 0.514 | 4833 | 81 | 1.077 | 0.509 | 0 | 0 |
| 8495 | 44 | M | 4 | College | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 1876.000 | 861 | 0.839 | 5056 | 82 | 0.547 | 0.459 | 0 | 0 |
| 8496 | 57 | F | 3 | NaN | NaN | Less than $40K | Blue | 43 | 5 | 3 | 2 | 1462.000 | 0 | 0.602 | 2299 | 42 | 0.312 | 0.000 | 1 | 1 |
| 8497 | 40 | F | 2 | NaN | Single | $40K - $60K | Blue | 29 | 1 | 3 | 3 | 2351.000 | 1337 | 0.613 | 5115 | 84 | 0.787 | 0.569 | 0 | 0 |
| 8498 | 54 | F | 3 | Uneducated | Single | Less than $40K | Blue | 49 | 2 | 2 | 2 | 1719.000 | 0 | 0.579 | 4869 | 65 | 0.512 | 0.000 | 0 | 0 |
| 8499 | 47 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 1 | 0 | 1438.300 | 0 | 0.610 | 5216 | 78 | 0.660 | 0.000 | 0 | 0 |
| 8500 | 26 | F | 0 | NaN | Married | Less than $40K | Blue | 20 | 2 | 2 | 2 | 2516.000 | 2378 | 1.033 | 4746 | 75 | 0.875 | 0.945 | 0 | 0 |
| 8501 | 33 | F | 1 | Graduate | Single | $40K - $60K | Blue | 20 | 2 | 2 | 3 | 4883.000 | 0 | 0.724 | 4613 | 82 | 1.000 | 0.000 | 0 | 0 |
| 8502 | 38 | M | 3 | High School | Single | $80K - $120K | Blue | 29 | 2 | 1 | 3 | 3413.000 | 1801 | 0.880 | 3831 | 45 | 0.667 | 0.528 | 0 | 1 |
| 8503 | 59 | F | 0 | NaN | Single | $40K - $60K | Blue | 52 | 2 | 4 | 3 | 1852.000 | 0 | 0.902 | 2851 | 49 | 0.750 | 0.000 | 1 | 1 |
| 8504 | 35 | F | 2 | Graduate | Married | abc | Blue | 25 | 2 | 3 | 3 | 3339.000 | 2014 | 0.688 | 4725 | 83 | 0.694 | 0.603 | 0 | 0 |
| 8505 | 45 | F | 4 | College | Single | Less than $40K | Blue | 41 | 6 | 3 | 2 | 3785.000 | 2517 | 0.574 | 2401 | 54 | 0.742 | 0.665 | 1 | 1 |
| 8506 | 61 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 49 | 1 | 2 | 3 | 2228.000 | 1480 | 0.533 | 4431 | 71 | 0.651 | 0.664 | 0 | 0 |
| 8507 | 55 | F | 1 | NaN | NaN | Less than $40K | Blue | 36 | 2 | 3 | 2 | 3626.000 | 795 | 0.896 | 2954 | 42 | 0.556 | 0.219 | 1 | 1 |
| 8508 | 58 | F | 0 | Graduate | Married | $40K - $60K | Blue | 47 | 2 | 2 | 1 | 2194.000 | 1302 | 0.814 | 4962 | 81 | 0.841 | 0.593 | 0 | 0 |
| 8509 | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 3 | 1 | 2665.000 | 1936 | 0.757 | 4500 | 71 | 0.972 | 0.726 | 0 | 0 |
| 8510 | 42 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 38 | 1 | 4 | 1 | 2444.000 | 0 | 0.788 | 4220 | 50 | 1.174 | 0.000 | 0 | 1 |
| 8511 | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 32 | 1 | 1 | 1 | 3335.000 | 2238 | 0.644 | 5321 | 78 | 0.950 | 0.671 | 0 | 0 |
| 8512 | 45 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 32 | 2 | 3 | 2 | 2726.000 | 2127 | 0.814 | 5578 | 89 | 0.854 | 0.780 | 0 | 0 |
| 8513 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 4 | 3 | 3 | 1665.000 | 1521 | 0.874 | 2878 | 45 | 0.452 | 0.914 | 1 | 1 |
| 8514 | 40 | F | 2 | High School | Married | Less than $40K | Blue | 28 | 1 | 3 | 3 | 2734.000 | 1661 | 0.726 | 4981 | 90 | 0.698 | 0.608 | 0 | 0 |
| 8515 | 57 | F | 2 | College | Single | Less than $40K | Blue | 47 | 1 | 3 | 1 | 1727.000 | 996 | 0.767 | 5112 | 82 | 0.673 | 0.577 | 0 | 0 |
| 8516 | 50 | F | 1 | Post-Graduate | Married | abc | Blue | 46 | 2 | 2 | 1 | 19349.000 | 615 | 0.708 | 4351 | 79 | 0.717 | 0.032 | 0 | 0 |
| 8517 | 53 | M | 0 | NaN | Single | $60K - $80K | Blue | 42 | 1 | 2 | 0 | 13409.000 | 1168 | 0.625 | 4031 | 82 | 0.745 | 0.087 | 0 | 0 |
| 8518 | 45 | F | 3 | Graduate | Single | Less than $40K | Blue | 39 | 2 | 2 | 3 | 1438.300 | 0 | 0.810 | 4928 | 84 | 0.909 | 0.000 | 0 | 0 |
| 8519 | 42 | F | 3 | College | Single | $40K - $60K | Blue | 35 | 2 | 3 | 3 | 6330.000 | 1573 | 0.899 | 3029 | 52 | 0.733 | 0.248 | 0 | 1 |
| 8520 | 49 | F | 4 | Graduate | Married | Less than $40K | Blue | 42 | 2 | 4 | 3 | 2575.000 | 2517 | 0.310 | 1874 | 40 | 0.739 | 0.977 | 1 | 1 |
| 8521 | 55 | F | 1 | NaN | Married | $40K - $60K | Blue | 43 | 2 | 1 | 2 | 3391.000 | 1696 | 0.537 | 4291 | 77 | 0.711 | 0.500 | 0 | 0 |
| 8522 | 48 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 3 | 1 | 5298.000 | 0 | 0.686 | 4834 | 80 | 0.667 | 0.000 | 0 | 0 |
| 8523 | 44 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 32 | 1 | 3 | 3 | 2540.000 | 1561 | 0.894 | 5039 | 82 | 0.745 | 0.615 | 0 | 0 |
| 8524 | 63 | M | 1 | Graduate | Single | $60K - $80K | Blue | 52 | 6 | 4 | 3 | 14324.000 | 2507 | 0.433 | 2083 | 56 | 0.647 | 0.175 | 1 | 1 |
| 8525 | 48 | F | 5 | NaN | Married | Less than $40K | Blue | 43 | 1 | 1 | 3 | 2876.000 | 1628 | 0.631 | 4752 | 80 | 0.739 | 0.566 | 0 | 0 |
| 8526 | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 3 | 3 | 1504.000 | 970 | 0.864 | 2801 | 51 | 1.217 | 0.645 | 1 | 1 |
| 8527 | 45 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 1839.000 | 0 | 0.782 | 4930 | 91 | 0.784 | 0.000 | 0 | 0 |
| 8528 | 54 | F | 2 | Doctorate | Married | Less than $40K | Blue | 35 | 1 | 4 | 2 | 1685.000 | 0 | 0.457 | 4155 | 85 | 0.667 | 0.000 | 0 | 0 |
| 8529 | 48 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4850.000 | 1022 | 0.603 | 4187 | 86 | 0.686 | 0.211 | 0 | 0 |
| 8530 | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 1 | 1 | 2840.000 | 2517 | 0.591 | 4405 | 82 | 0.864 | 0.886 | 0 | 0 |
| 8531 | 47 | F | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 2 | 1 | 2977.000 | 1927 | 0.731 | 5217 | 88 | 0.725 | 0.647 | 0 | 0 |
| 8532 | 45 | F | 4 | NaN | Single | abc | Gold | 27 | 1 | 2 | 3 | 34516.000 | 0 | 0.331 | 2198 | 42 | 0.355 | 0.000 | 1 | 1 |
| 8533 | 39 | F | 1 | Uneducated | Single | Less than $40K | Blue | 35 | 1 | 5 | 1 | 1961.000 | 0 | 0.631 | 4846 | 92 | 0.840 | 0.000 | 0 | 0 |
| 8534 | 53 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2156.000 | 1198 | 0.507 | 5092 | 95 | 0.759 | 0.556 | 0 | 0 |
| 8535 | 53 | F | 0 | Uneducated | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 2772.000 | 2414 | 0.805 | 5313 | 68 | 1.194 | 0.871 | 0 | 0 |
| 8536 | 29 | F | 1 | Uneducated | Married | Less than $40K | Blue | 21 | 2 | 1 | 3 | 2832.000 | 1819 | 0.674 | 4761 | 75 | 0.744 | 0.642 | 0 | 0 |
| 8537 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 35 | 2 | 5 | 3 | 1552.000 | 1375 | 0.995 | 5064 | 80 | 0.905 | 0.886 | 0 | 0 |
| 8538 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 36 | 5 | 2 | 2 | 6362.000 | 0 | 0.596 | 1968 | 51 | 0.759 | 0.000 | 1 | 1 |
| 8539 | 40 | M | 3 | Graduate | Divorced | Less than $40K | Silver | 36 | 1 | 3 | 2 | 11409.000 | 1658 | 0.989 | 4677 | 58 | 0.706 | 0.145 | 0 | 1 |
| 8540 | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 27 | 2 | 6 | 2 | 1965.000 | 0 | 0.608 | 4268 | 91 | 0.857 | 0.000 | 0 | 0 |
| 8541 | 42 | F | 2 | Uneducated | Married | $40K - $60K | Blue | 29 | 1 | 2 | 2 | 1622.000 | 0 | 0.709 | 4633 | 67 | 0.634 | 0.000 | 0 | 0 |
| 8542 | 38 | F | 4 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 3 | 1 | 1736.000 | 1319 | 0.667 | 5045 | 86 | 0.755 | 0.760 | 0 | 0 |
| 8543 | 54 | F | 2 | College | Single | abc | Blue | 36 | 1 | 3 | 3 | 8827.000 | 0 | 0.782 | 2643 | 50 | 0.515 | 0.000 | 1 | 1 |
| 8544 | 49 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 24256.000 | 1076 | 0.568 | 4269 | 69 | 0.643 | 0.044 | 0 | 0 |
| 8545 | 52 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1915.000 | 1445 | 0.374 | 2264 | 39 | 0.560 | 0.755 | 1 | 1 |
| 8546 | 38 | F | 4 | College | Single | Less than $40K | Blue | 27 | 2 | 3 | 3 | 1438.300 | 0 | 0.721 | 4564 | 79 | 0.717 | 0.000 | 0 | 0 |
| 8547 | 44 | F | 2 | Graduate | Married | abc | Blue | 26 | 2 | 1 | 3 | 2006.000 | 1030 | 0.881 | 5337 | 85 | 0.735 | 0.513 | 0 | 0 |
| 8548 | 44 | F | 1 | Uneducated | Divorced | Less than $40K | Blue | 37 | 1 | 2 | 3 | 5594.000 | 1235 | 0.549 | 5220 | 75 | 0.829 | 0.221 | 0 | 0 |
| 8549 | 52 | F | 3 | High School | Married | abc | Blue | 38 | 2 | 1 | 2 | 3505.000 | 2517 | 0.612 | 5034 | 79 | 0.681 | 0.718 | 0 | 0 |
| 8550 | 56 | F | 3 | High School | NaN | Less than $40K | Blue | 44 | 4 | 3 | 2 | 1667.000 | 595 | 0.630 | 2424 | 40 | 0.481 | 0.357 | 1 | 1 |
| 8551 | 47 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 2 | 3 | 2 | 1636.000 | 0 | 0.694 | 2235 | 35 | 0.591 | 0.000 | 1 | 1 |
| 8552 | 52 | F | 3 | NaN | Married | Less than $40K | Blue | 38 | 1 | 2 | 3 | 3281.000 | 911 | 0.665 | 4431 | 67 | 1.094 | 0.278 | 0 | 0 |
| 8553 | 50 | F | 3 | High School | Single | Less than $40K | Blue | 42 | 1 | 3 | 2 | 1477.000 | 0 | 0.685 | 4680 | 80 | 0.778 | 0.000 | 0 | 0 |
| 8554 | 44 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 6 | 3 | 3 | 1905.000 | 0 | 0.845 | 3120 | 46 | 0.586 | 0.000 | 1 | 1 |
| 8555 | 39 | M | 2 | Graduate | Single | $60K - $80K | Blue | 19 | 1 | 2 | 1 | 6146.000 | 0 | 0.577 | 3645 | 76 | 0.551 | 0.000 | 0 | 0 |
| 8556 | 53 | M | 2 | College | Married | $40K - $60K | Blue | 40 | 2 | 3 | 0 | 2672.000 | 1604 | 0.620 | 4766 | 75 | 1.083 | 0.600 | 0 | 0 |
| 8557 | 42 | M | 4 | High School | Married | $60K - $80K | Blue | 38 | 2 | 2 | 2 | 13426.000 | 0 | 0.717 | 4674 | 66 | 0.886 | 0.000 | 0 | 0 |
| 8558 | 48 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 43 | 2 | 3 | 3 | 9104.000 | 145 | 0.765 | 2563 | 34 | 0.417 | 0.016 | 1 | 1 |
| 8559 | 47 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 35 | 1 | 3 | 1 | 30300.000 | 1166 | 0.715 | 4146 | 64 | 0.882 | 0.038 | 0 | 0 |
| 8560 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 39 | 1 | 2 | 1 | 7088.000 | 1750 | 0.618 | 4691 | 76 | 0.727 | 0.247 | 0 | 0 |
| 8561 | 56 | F | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 1872.000 | 661 | 0.756 | 4970 | 81 | 0.929 | 0.353 | 0 | 0 |
| 8562 | 33 | F | 4 | College | Married | $40K - $60K | Blue | 26 | 1 | 2 | 3 | 2874.000 | 2517 | 0.730 | 4794 | 88 | 0.600 | 0.876 | 0 | 0 |
| 8563 | 36 | M | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 6763.000 | 1660 | 0.573 | 4972 | 76 | 0.900 | 0.245 | 0 | 0 |
| 8564 | 57 | M | 2 | NaN | Divorced | $120K + | Blue | 38 | 1 | 2 | 4 | 24379.000 | 1116 | 0.620 | 2836 | 41 | 0.281 | 0.046 | 1 | 1 |
| 8565 | 39 | F | 1 | Graduate | Single | Less than $40K | Blue | 21 | 1 | 2 | 1 | 2867.000 | 1365 | 0.502 | 4445 | 89 | 0.745 | 0.476 | 0 | 0 |
| 8566 | 59 | M | 0 | Uneducated | NaN | $60K - $80K | Blue | 48 | 2 | 6 | 2 | 13172.000 | 0 | 0.876 | 2598 | 47 | 0.621 | 0.000 | 1 | 1 |
| 8567 | 41 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 4 | 3 | 3 | 2201.000 | 2104 | 0.648 | 2408 | 38 | 0.583 | 0.956 | 1 | 1 |
| 8568 | 29 | F | 0 | College | Married | Less than $40K | Blue | 19 | 2 | 1 | 2 | 3261.000 | 2517 | 0.636 | 2461 | 54 | 0.742 | 0.772 | 1 | 1 |
| 8569 | 39 | F | 3 | High School | Married | $40K - $60K | Blue | 21 | 1 | 2 | 1 | 5027.000 | 0 | 0.853 | 4850 | 70 | 0.750 | 0.000 | 0 | 0 |
| 8570 | 47 | F | 2 | NaN | NaN | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 1811.000 | 0 | 0.610 | 5390 | 87 | 0.776 | 0.000 | 0 | 0 |
| 8571 | 49 | M | 1 | High School | Married | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 2465.000 | 1334 | 0.950 | 4806 | 83 | 0.766 | 0.541 | 0 | 0 |
| 8572 | 43 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 7584.000 | 1834 | 0.818 | 4783 | 65 | 0.667 | 0.242 | 0 | 0 |
| 8573 | 46 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 4065.000 | 2517 | 0.957 | 2899 | 51 | 0.821 | 0.619 | 1 | 1 |
| 8574 | 60 | M | 1 | High School | Divorced | $80K - $120K | Blue | 48 | 1 | 5 | 3 | 28930.000 | 0 | 0.645 | 2251 | 27 | 0.227 | 0.000 | 1 | 1 |
| 8575 | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 33 | 1 | 3 | 2 | 4963.000 | 2115 | 0.767 | 4989 | 78 | 0.696 | 0.426 | 0 | 0 |
| 8576 | 50 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 45 | 6 | 4 | 3 | 2049.000 | 0 | 0.974 | 2703 | 54 | 1.000 | 0.000 | 1 | 1 |
| 8577 | 47 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 1943.000 | 0 | 0.494 | 5108 | 81 | 0.884 | 0.000 | 0 | 0 |
| 8578 | 56 | F | 1 | Post-Graduate | Married | $40K - $60K | Blue | 38 | 1 | 2 | 1 | 3485.000 | 1465 | 0.653 | 4776 | 87 | 1.023 | 0.420 | 0 | 0 |
| 8579 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 38 | 3 | 5 | 1 | 23459.000 | 2305 | 0.636 | 7279 | 83 | 0.627 | 0.098 | 0 | 0 |
| 8580 | 51 | F | 2 | College | Single | Less than $40K | Blue | 31 | 2 | 1 | 3 | 2306.000 | 1627 | 0.507 | 3776 | 70 | 0.944 | 0.706 | 0 | 0 |
| 8581 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 18177.000 | 841 | 0.888 | 8512 | 94 | 0.679 | 0.046 | 0 | 0 |
| 8582 | 49 | F | 2 | Graduate | NaN | Less than $40K | Blue | 36 | 3 | 1 | 3 | 3252.000 | 2517 | 0.878 | 7418 | 90 | 0.579 | 0.774 | 0 | 0 |
| 8583 | 47 | F | 3 | Uneducated | Single | Less than $40K | Blue | 41 | 3 | 3 | 0 | 2894.000 | 2117 | 0.790 | 7471 | 87 | 0.673 | 0.732 | 0 | 0 |
| 8584 | 44 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 32 | 3 | 4 | 2 | 34516.000 | 1807 | 0.665 | 7663 | 91 | 0.655 | 0.052 | 0 | 0 |
| 8585 | 44 | M | 3 | High School | Married | $120K + | Silver | 34 | 3 | 1 | 2 | 34516.000 | 2517 | 0.814 | 7427 | 83 | 0.566 | 0.073 | 0 | 0 |
| 8586 | 53 | M | 3 | Graduate | Single | $120K + | Gold | 43 | 3 | 1 | 3 | 34516.000 | 2435 | 0.770 | 7758 | 98 | 0.719 | 0.071 | 0 | 0 |
| 8587 | 41 | M | 3 | Graduate | Single | $40K - $60K | Blue | 37 | 3 | 3 | 2 | 7839.000 | 1544 | 0.715 | 7904 | 83 | 0.804 | 0.197 | 0 | 0 |
| 8588 | 49 | M | 2 | NaN | Married | $120K + | Blue | 38 | 3 | 6 | 3 | 16494.000 | 1158 | 0.692 | 7761 | 84 | 0.647 | 0.070 | 0 | 0 |
| 8589 | 49 | M | 1 | High School | Married | $60K - $80K | Gold | 36 | 2 | 2 | 3 | 6224.000 | 2201 | 0.832 | 7693 | 70 | 0.628 | 0.354 | 0 | 1 |
| 8590 | 42 | F | 3 | College | Married | Less than $40K | Blue | 13 | 3 | 2 | 3 | 6078.000 | 1478 | 0.849 | 8442 | 95 | 0.508 | 0.243 | 0 | 0 |
| 8591 | 50 | M | 3 | High School | Single | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 21322.000 | 2216 | 0.921 | 8693 | 91 | 0.569 | 0.104 | 0 | 0 |
| 8592 | 51 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 1590.000 | 1273 | 0.640 | 7352 | 80 | 0.818 | 0.801 | 0 | 0 |
| 8593 | 52 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 36 | 3 | 1 | 2 | 1986.000 | 1411 | 0.799 | 7249 | 86 | 0.509 | 0.710 | 0 | 0 |
| 8594 | 48 | M | 3 | Graduate | Single | $60K - $80K | Blue | 36 | 2 | 1 | 1 | 15618.000 | 0 | 0.706 | 7549 | 77 | 0.638 | 0.000 | 0 | 0 |
| 8595 | 44 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 33 | 3 | 1 | 1 | 34496.000 | 1665 | 0.883 | 8092 | 80 | 0.667 | 0.048 | 0 | 0 |
| 8596 | 40 | F | 2 | High School | Single | $40K - $60K | Blue | 35 | 2 | 1 | 2 | 2544.000 | 1713 | 0.696 | 8006 | 88 | 0.571 | 0.673 | 0 | 0 |
| 8597 | 42 | M | 1 | Graduate | NaN | $80K - $120K | Blue | 36 | 2 | 1 | 2 | 4765.000 | 1516 | 0.709 | 7380 | 76 | 0.689 | 0.318 | 0 | 0 |
| 8598 | 43 | F | 3 | NaN | Single | abc | Blue | 37 | 2 | 3 | 1 | 16583.000 | 1797 | 0.889 | 7823 | 87 | 0.673 | 0.108 | 0 | 0 |
| 8599 | 42 | M | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 6153.000 | 974 | 0.703 | 7434 | 92 | 0.586 | 0.158 | 0 | 0 |
| 8600 | 42 | F | 4 | High School | Married | Less than $40K | Gold | 36 | 2 | 3 | 2 | 15987.000 | 1187 | 0.597 | 7471 | 88 | 0.467 | 0.074 | 0 | 0 |
| 8601 | 51 | F | 4 | NaN | Single | Less than $40K | Blue | 40 | 3 | 2 | 2 | 5139.000 | 1799 | 0.940 | 7548 | 89 | 0.618 | 0.350 | 0 | 0 |
| 8602 | 61 | F | 1 | High School | Single | Less than $40K | Blue | 56 | 3 | 2 | 2 | 3421.000 | 2266 | 0.659 | 6932 | 75 | 0.744 | 0.662 | 0 | 0 |
| 8603 | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 11000.000 | 1013 | 0.697 | 7302 | 86 | 0.654 | 0.092 | 0 | 0 |
| 8604 | 46 | F | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 3 | 3 | 3 | 2490.000 | 0 | 0.835 | 8178 | 91 | 0.596 | 0.000 | 0 | 0 |
| 8605 | 51 | M | 2 | Post-Graduate | NaN | $80K - $120K | Gold | 46 | 2 | 3 | 2 | 34516.000 | 814 | 0.735 | 7889 | 98 | 0.508 | 0.024 | 0 | 0 |
| 8606 | 48 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 2490.000 | 1582 | 0.760 | 7719 | 86 | 0.623 | 0.635 | 0 | 0 |
| 8607 | 44 | F | 4 | High School | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 2055.000 | 0 | 0.975 | 7674 | 80 | 0.633 | 0.000 | 0 | 1 |
| 8608 | 56 | M | 2 | NaN | Single | $40K - $60K | Blue | 48 | 2 | 2 | 1 | 14344.000 | 2014 | 0.726 | 7359 | 85 | 0.574 | 0.140 | 0 | 0 |
| 8609 | 42 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 28 | 3 | 3 | 0 | 3453.000 | 1010 | 0.801 | 8108 | 85 | 0.700 | 0.292 | 0 | 0 |
| 8610 | 40 | M | 2 | College | Divorced | $60K - $80K | Blue | 36 | 3 | 2 | 1 | 20304.000 | 0 | 0.809 | 7494 | 85 | 0.667 | 0.000 | 0 | 0 |
| 8611 | 61 | F | 1 | College | Single | Less than $40K | Blue | 55 | 2 | 3 | 2 | 8283.000 | 1444 | 0.698 | 7553 | 104 | 0.529 | 0.174 | 0 | 0 |
| 8612 | 45 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 11318.000 | 2082 | 0.733 | 7179 | 93 | 0.632 | 0.184 | 0 | 0 |
| 8613 | 49 | M | 2 | Graduate | Single | $80K - $120K | Blue | 43 | 2 | 3 | 3 | 2384.000 | 1919 | 0.500 | 3512 | 50 | 0.471 | 0.805 | 1 | 1 |
| 8614 | 47 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 11919.000 | 2347 | 0.842 | 8257 | 96 | 0.574 | 0.197 | 0 | 0 |
| 8615 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 32 | 2 | 5 | 1 | 2948.000 | 968 | 0.946 | 7834 | 86 | 0.509 | 0.328 | 0 | 0 |
| 8616 | 43 | M | 3 | College | NaN | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 5397.000 | 1265 | 0.676 | 7791 | 84 | 0.615 | 0.234 | 0 | 0 |
| 8617 | 42 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 3 | 3 | 1 | 12294.000 | 2517 | 0.775 | 7906 | 87 | 0.611 | 0.205 | 0 | 0 |
| 8618 | 42 | M | 5 | High School | NaN | $80K - $120K | Blue | 23 | 3 | 2 | 3 | 7253.000 | 0 | 0.644 | 7595 | 83 | 0.804 | 0.000 | 0 | 1 |
| 8619 | 43 | F | 3 | College | Married | abc | Blue | 36 | 3 | 3 | 3 | 21922.000 | 1467 | 0.696 | 7409 | 89 | 0.679 | 0.067 | 0 | 0 |
| 8620 | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 2 | 2 | 3 | 13452.000 | 2517 | 0.781 | 7582 | 69 | 0.917 | 0.187 | 0 | 1 |
| 8621 | 50 | F | 3 | College | Married | abc | Blue | 44 | 2 | 1 | 3 | 24735.000 | 2296 | 0.808 | 7910 | 95 | 0.557 | 0.093 | 0 | 0 |
| 8622 | 53 | F | 3 | Graduate | Single | $40K - $60K | Blue | 45 | 2 | 2 | 1 | 4942.000 | 2119 | 0.718 | 7460 | 85 | 0.604 | 0.429 | 0 | 0 |
| 8623 | 49 | M | 1 | Graduate | Married | $40K - $60K | Blue | 40 | 6 | 1 | 4 | 14973.000 | 0 | 0.895 | 4517 | 59 | 0.439 | 0.000 | 1 | 1 |
| 8624 | 44 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 31 | 3 | 2 | 3 | 19719.000 | 1303 | 0.910 | 8385 | 97 | 0.565 | 0.066 | 0 | 0 |
| 8625 | 49 | M | 4 | NaN | NaN | $80K - $120K | Blue | 29 | 2 | 2 | 2 | 29690.000 | 2517 | 0.769 | 7640 | 86 | 0.564 | 0.085 | 0 | 0 |
| 8626 | 42 | F | 4 | Graduate | Married | abc | Blue | 31 | 3 | 2 | 1 | 6751.000 | 1192 | 0.776 | 7921 | 93 | 0.550 | 0.177 | 0 | 0 |
| 8627 | 43 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 2 | 9484.000 | 2451 | 0.637 | 7242 | 95 | 0.508 | 0.258 | 0 | 0 |
| 8628 | 51 | F | 3 | NaN | Single | Less than $40K | Blue | 46 | 3 | 2 | 2 | 4333.000 | 1848 | 0.634 | 7643 | 85 | 0.771 | 0.426 | 0 | 0 |
| 8629 | 40 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 30 | 2 | 5 | 2 | 2481.000 | 2119 | 0.801 | 8097 | 88 | 0.630 | 0.854 | 0 | 0 |
| 8630 | 57 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 45 | 2 | 2 | 3 | 3059.000 | 1744 | 0.614 | 7709 | 89 | 0.561 | 0.570 | 0 | 0 |
| 8631 | 51 | M | 0 | Doctorate | Single | $120K + | Platinum | 44 | 3 | 2 | 3 | 34516.000 | 1925 | 0.764 | 8012 | 87 | 0.582 | 0.056 | 0 | 0 |
| 8632 | 49 | M | 2 | Doctorate | Divorced | $80K - $120K | Blue | 36 | 3 | 3 | 1 | 25178.000 | 1803 | 0.767 | 7836 | 87 | 0.582 | 0.072 | 0 | 0 |
| 8633 | 61 | M | 1 | Graduate | Single | Less than $40K | Blue | 54 | 3 | 3 | 1 | 7169.000 | 629 | 0.807 | 8216 | 80 | 0.509 | 0.088 | 0 | 1 |
| 8634 | 62 | M | 2 | Graduate | Single | $60K - $80K | Blue | 56 | 2 | 3 | 2 | 18224.000 | 1383 | 0.705 | 7728 | 93 | 0.576 | 0.076 | 0 | 0 |
| 8635 | 39 | M | 1 | NaN | Single | $80K - $120K | Silver | 28 | 3 | 1 | 3 | 34516.000 | 2017 | 0.930 | 8453 | 90 | 0.731 | 0.058 | 0 | 0 |
| 8636 | 52 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 34 | 2 | 1 | 1 | 4813.000 | 0 | 0.693 | 7477 | 91 | 0.655 | 0.000 | 0 | 0 |
| 8637 | 38 | F | 1 | High School | Single | abc | Blue | 27 | 2 | 2 | 2 | 24965.000 | 2517 | 0.851 | 7866 | 84 | 0.909 | 0.101 | 0 | 1 |
| 8638 | 50 | F | 3 | High School | Single | Less than $40K | Silver | 38 | 3 | 2 | 2 | 12569.000 | 2167 | 0.634 | 7344 | 95 | 0.696 | 0.172 | 0 | 0 |
| 8639 | 43 | M | 3 | NaN | Divorced | $120K + | Blue | 30 | 3 | 1 | 2 | 34516.000 | 2517 | 0.770 | 7437 | 86 | 0.623 | 0.073 | 0 | 0 |
| 8640 | 53 | F | 2 | College | Single | Less than $40K | Blue | 48 | 2 | 2 | 2 | 8259.000 | 1182 | 0.822 | 7957 | 88 | 0.544 | 0.143 | 0 | 0 |
| 8641 | 42 | M | 4 | High School | Married | $60K - $80K | Blue | 27 | 2 | 3 | 2 | 13804.000 | 1903 | 0.723 | 7376 | 97 | 0.540 | 0.138 | 0 | 0 |
| 8642 | 43 | F | 1 | High School | Single | abc | Blue | 30 | 3 | 2 | 0 | 5700.000 | 1904 | 0.649 | 7939 | 95 | 0.610 | 0.334 | 0 | 0 |
| 8643 | 43 | F | 4 | Graduate | Married | Less than $40K | Blue | 35 | 3 | 3 | 0 | 6448.000 | 1464 | 0.615 | 7546 | 88 | 0.630 | 0.227 | 0 | 0 |
| 8644 | 57 | M | 2 | Post-Graduate | Divorced | $60K - $80K | Blue | 51 | 2 | 3 | 3 | 5479.000 | 1200 | 0.798 | 7960 | 86 | 0.458 | 0.219 | 0 | 0 |
| 8645 | 50 | F | 0 | Uneducated | Married | Less than $40K | Blue | 42 | 3 | 4 | 2 | 3749.000 | 1594 | 0.738 | 7990 | 89 | 0.534 | 0.425 | 0 | 0 |
| 8646 | 48 | M | 4 | High School | Single | $120K + | Blue | 40 | 2 | 3 | 3 | 30210.000 | 1946 | 0.904 | 7403 | 88 | 0.544 | 0.064 | 0 | 0 |
| 8647 | 41 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 2 | 2 | 1 | 5807.000 | 1143 | 0.785 | 8000 | 96 | 0.412 | 0.197 | 0 | 0 |
| 8648 | 44 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 3605.000 | 0 | 0.594 | 6800 | 78 | 0.814 | 0.000 | 0 | 1 |
| 8649 | 44 | F | 4 | College | Single | $40K - $60K | Silver | 39 | 2 | 1 | 3 | 17077.000 | 2179 | 0.738 | 7391 | 75 | 0.705 | 0.128 | 0 | 1 |
| 8650 | 43 | F | 2 | College | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 5380.000 | 1337 | 0.845 | 8947 | 93 | 0.576 | 0.249 | 0 | 0 |
| 8651 | 51 | M | 3 | Graduate | Married | $80K - $120K | Gold | 36 | 2 | 1 | 3 | 34516.000 | 761 | 0.716 | 7499 | 88 | 0.571 | 0.022 | 0 | 0 |
| 8652 | 47 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 30 | 3 | 3 | 1 | 27720.000 | 2414 | 0.752 | 8520 | 89 | 0.589 | 0.087 | 0 | 0 |
| 8653 | 47 | F | 3 | Doctorate | Single | $40K - $60K | Silver | 39 | 3 | 2 | 1 | 18341.000 | 1060 | 0.718 | 7584 | 85 | 0.700 | 0.058 | 0 | 0 |
| 8654 | 38 | M | 1 | High School | Single | $120K + | Blue | 30 | 2 | 1 | 1 | 27712.000 | 2130 | 0.654 | 7399 | 91 | 0.717 | 0.077 | 0 | 0 |
| 8655 | 46 | M | 3 | High School | Single | $40K - $60K | Blue | 42 | 3 | 2 | 1 | 8285.000 | 1359 | 0.634 | 7205 | 84 | 0.826 | 0.164 | 0 | 0 |
| 8656 | 41 | F | 4 | Uneducated | NaN | $40K - $60K | Silver | 36 | 3 | 2 | 3 | 19704.000 | 0 | 0.682 | 7766 | 81 | 0.620 | 0.000 | 0 | 1 |
| 8657 | 47 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 41 | 2 | 2 | 2 | 21325.000 | 2197 | 0.647 | 7053 | 69 | 0.865 | 0.103 | 0 | 1 |
| 8658 | 41 | M | 1 | Graduate | Married | $80K - $120K | Blue | 30 | 3 | 3 | 2 | 34516.000 | 2109 | 0.703 | 6832 | 87 | 0.706 | 0.061 | 0 | 0 |
| 8659 | 49 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 37 | 2 | 1 | 3 | 7045.000 | 1293 | 0.628 | 7381 | 98 | 0.607 | 0.184 | 0 | 0 |
| 8660 | 44 | M | 4 | Graduate | Single | $80K - $120K | Blue | 37 | 3 | 3 | 1 | 14388.000 | 2517 | 0.709 | 7042 | 85 | 0.635 | 0.175 | 0 | 0 |
| 8661 | 48 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 38 | 3 | 3 | 3 | 3874.000 | 460 | 1.023 | 4921 | 51 | 0.645 | 0.119 | 1 | 1 |
| 8662 | 44 | M | 4 | Graduate | Married | $60K - $80K | Blue | 24 | 2 | 2 | 2 | 4752.000 | 0 | 0.679 | 7517 | 76 | 0.617 | 0.000 | 0 | 0 |
| 8663 | 50 | F | 4 | Doctorate | Married | abc | Silver | 36 | 3 | 2 | 1 | 34516.000 | 2096 | 0.666 | 7042 | 73 | 0.553 | 0.061 | 0 | 0 |
| 8664 | 59 | F | 1 | High School | Single | Less than $40K | Blue | 46 | 2 | 3 | 2 | 7484.000 | 1939 | 0.994 | 4923 | 56 | 0.333 | 0.259 | 1 | 1 |
| 8665 | 49 | F | 3 | High School | Married | abc | Silver | 36 | 2 | 3 | 3 | 34516.000 | 1273 | 0.977 | 4777 | 51 | 0.457 | 0.037 | 1 | 1 |
| 8666 | 42 | M | 4 | Uneducated | Single | $80K - $120K | Silver | 36 | 2 | 2 | 1 | 34516.000 | 2253 | 0.853 | 7836 | 93 | 0.603 | 0.065 | 0 | 0 |
| 8667 | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 18336.000 | 2077 | 0.718 | 7509 | 84 | 0.647 | 0.113 | 0 | 0 |
| 8668 | 46 | M | 3 | Graduate | NaN | $40K - $60K | Blue | 34 | 3 | 6 | 1 | 2259.000 | 1346 | 0.813 | 7745 | 88 | 0.517 | 0.596 | 0 | 0 |
| 8669 | 41 | M | 1 | College | Married | $40K - $60K | Blue | 32 | 3 | 4 | 2 | 10682.000 | 1334 | 0.702 | 7332 | 92 | 0.614 | 0.125 | 0 | 0 |
| 8670 | 39 | F | 4 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 1 | 1 | 8587.000 | 1324 | 0.897 | 8854 | 92 | 0.643 | 0.154 | 0 | 0 |
| 8671 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 3 | 1 | 0 | 5494.000 | 2142 | 1.014 | 8328 | 78 | 0.733 | 0.390 | 0 | 1 |
| 8672 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 1 | 2 | 1946.000 | 1183 | 0.806 | 8423 | 82 | 0.708 | 0.608 | 0 | 0 |
| 8673 | 53 | M | 3 | High School | Single | $60K - $80K | Blue | 47 | 2 | 1 | 3 | 6228.000 | 1738 | 0.829 | 8284 | 77 | 0.604 | 0.279 | 0 | 1 |
| 8674 | 42 | M | 3 | NaN | Married | $80K - $120K | Blue | 32 | 2 | 1 | 3 | 7537.000 | 1239 | 0.854 | 7613 | 90 | 0.579 | 0.164 | 0 | 0 |
| 8675 | 44 | F | 3 | Graduate | Single | Less than $40K | Silver | 34 | 3 | 3 | 2 | 13609.000 | 1432 | 0.836 | 7796 | 77 | 0.791 | 0.105 | 0 | 1 |
| 8676 | 47 | F | 3 | High School | Married | abc | Silver | 31 | 3 | 3 | 2 | 34516.000 | 2517 | 0.618 | 2691 | 42 | 0.500 | 0.073 | 1 | 1 |
| 8677 | 46 | M | 3 | Uneducated | Married | $60K - $80K | Gold | 33 | 3 | 1 | 3 | 34516.000 | 713 | 0.772 | 7750 | 82 | 0.608 | 0.021 | 0 | 0 |
| 8678 | 38 | F | 3 | Graduate | Single | Less than $40K | Gold | 31 | 2 | 3 | 2 | 15987.000 | 1766 | 0.791 | 8195 | 94 | 0.679 | 0.110 | 0 | 0 |
| 8679 | 46 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 2 | 2 | 2391.000 | 1625 | 0.662 | 7649 | 101 | 0.603 | 0.680 | 0 | 0 |
| 8680 | 39 | M | 2 | NaN | NaN | $120K + | Blue | 34 | 2 | 2 | 2 | 34516.000 | 1082 | 0.629 | 7845 | 92 | 0.533 | 0.031 | 0 | 0 |
| 8681 | 47 | M | 2 | College | Single | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 20811.000 | 1302 | 0.793 | 7192 | 82 | 0.708 | 0.063 | 0 | 0 |
| 8682 | 46 | M | 4 | Doctorate | NaN | $60K - $80K | Gold | 36 | 2 | 2 | 3 | 34516.000 | 1426 | 0.823 | 7582 | 95 | 0.696 | 0.041 | 0 | 0 |
| 8683 | 45 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 3735.000 | 2113 | 0.684 | 7059 | 82 | 0.577 | 0.566 | 0 | 0 |
| 8684 | 50 | F | 2 | High School | Married | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 2275.000 | 2138 | 0.742 | 7768 | 83 | 0.729 | 0.940 | 0 | 0 |
| 8685 | 43 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 2 | 3 | 0 | 7350.000 | 1360 | 0.744 | 7679 | 64 | 0.684 | 0.185 | 0 | 1 |
| 8686 | 48 | M | 3 | College | Married | $40K - $60K | Blue | 34 | 2 | 2 | 1 | 1913.000 | 1405 | 0.699 | 7265 | 80 | 0.905 | 0.734 | 0 | 0 |
| 8687 | 50 | F | 3 | Graduate | NaN | Less than $40K | Blue | 43 | 2 | 3 | 3 | 4249.000 | 789 | 0.925 | 8186 | 93 | 0.722 | 0.186 | 0 | 0 |
| 8688 | 40 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 2136.000 | 1250 | 0.740 | 7782 | 88 | 0.660 | 0.585 | 0 | 0 |
| 8689 | 46 | M | 4 | College | Married | $40K - $60K | Silver | 36 | 3 | 2 | 2 | 18956.000 | 1694 | 0.702 | 8032 | 88 | 0.660 | 0.089 | 0 | 0 |
| 8690 | 45 | M | 4 | College | Single | $60K - $80K | Blue | 35 | 2 | 2 | 3 | 13445.000 | 1186 | 0.560 | 7377 | 82 | 0.608 | 0.088 | 0 | 0 |
| 8691 | 53 | M | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 8979.000 | 1289 | 0.651 | 7422 | 87 | 0.673 | 0.144 | 0 | 0 |
| 8692 | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 3 | 3 | 1 | 6674.000 | 1402 | 0.695 | 7468 | 92 | 0.614 | 0.210 | 0 | 0 |
| 8693 | 52 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 34 | 3 | 3 | 3 | 6265.000 | 1677 | 0.769 | 8162 | 89 | 0.589 | 0.268 | 0 | 0 |
| 8694 | 47 | M | 0 | Graduate | Married | $80K - $120K | Silver | 36 | 3 | 2 | 1 | 34516.000 | 1913 | 0.840 | 7535 | 92 | 0.673 | 0.055 | 0 | 0 |
| 8695 | 47 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 34516.000 | 1264 | 0.774 | 7827 | 77 | 0.540 | 0.037 | 0 | 0 |
| 8696 | 43 | M | 2 | High School | Single | $60K - $80K | Blue | 33 | 1 | 2 | 1 | 13165.000 | 1255 | 0.810 | 8126 | 95 | 0.667 | 0.095 | 0 | 0 |
| 8697 | 49 | M | 3 | College | Divorced | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 9959.000 | 1143 | 0.661 | 7300 | 77 | 0.638 | 0.115 | 0 | 0 |
| 8698 | 40 | F | 3 | College | Divorced | $40K - $60K | Blue | 28 | 2 | 2 | 3 | 9243.000 | 2019 | 0.707 | 7841 | 82 | 0.608 | 0.218 | 0 | 0 |
| 8699 | 53 | F | 4 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 1 | 3 | 4737.000 | 1649 | 0.748 | 7802 | 88 | 0.492 | 0.348 | 0 | 0 |
| 8700 | 51 | F | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 2710.000 | 0 | 0.999 | 4724 | 60 | 0.395 | 0.000 | 1 | 1 |
| 8701 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 1 | 2 | 2 | 2000.000 | 1739 | 0.821 | 7694 | 85 | 0.700 | 0.870 | 0 | 0 |
| 8702 | 41 | M | 3 | High School | Single | $80K - $120K | Gold | 28 | 2 | 2 | 0 | 34516.000 | 2098 | 0.746 | 6932 | 87 | 0.526 | 0.061 | 0 | 0 |
| 8703 | 42 | F | 0 | NaN | Married | Less than $40K | Blue | 28 | 1 | 1 | 1 | 8798.000 | 1509 | 0.845 | 8020 | 74 | 0.721 | 0.172 | 0 | 0 |
| 8704 | 50 | M | 2 | High School | NaN | $120K + | Blue | 40 | 1 | 2 | 3 | 24670.000 | 1623 | 0.791 | 7772 | 76 | 0.652 | 0.066 | 0 | 0 |
| 8705 | 51 | M | 2 | Uneducated | Divorced | $80K - $120K | Blue | 40 | 1 | 2 | 3 | 23453.000 | 0 | 0.727 | 7555 | 96 | 0.574 | 0.000 | 0 | 0 |
| 8706 | 44 | M | 3 | High School | Single | $120K + | Silver | 36 | 1 | 2 | 2 | 34516.000 | 1106 | 0.776 | 7936 | 76 | 0.767 | 0.032 | 0 | 1 |
| 8707 | 49 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 36 | 1 | 2 | 2 | 6139.000 | 1585 | 0.713 | 7906 | 80 | 0.633 | 0.258 | 0 | 0 |
| 8708 | 51 | F | 2 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 14800.000 | 1020 | 0.896 | 8796 | 94 | 0.593 | 0.069 | 0 | 0 |
| 8709 | 53 | F | 5 | Graduate | Single | $40K - $60K | Blue | 41 | 2 | 1 | 3 | 9815.000 | 1699 | 0.620 | 7962 | 89 | 0.561 | 0.173 | 0 | 0 |
| 8710 | 49 | F | 4 | NaN | Single | Less than $40K | Blue | 29 | 1 | 3 | 2 | 3919.000 | 2278 | 0.672 | 7685 | 85 | 0.518 | 0.581 | 0 | 0 |
| 8711 | 59 | M | 1 | Graduate | Single | abc | Blue | 36 | 1 | 5 | 2 | 12265.000 | 1412 | 0.643 | 7470 | 82 | 0.783 | 0.115 | 0 | 0 |
| 8712 | 47 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 42 | 2 | 3 | 1 | 3256.000 | 2035 | 0.655 | 7075 | 89 | 0.648 | 0.625 | 0 | 0 |
| 8713 | 50 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 35 | 1 | 2 | 1 | 19000.000 | 2389 | 0.810 | 7664 | 74 | 0.721 | 0.126 | 0 | 1 |
| 8714 | 44 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 1 | 34516.000 | 1635 | 0.768 | 7219 | 86 | 0.564 | 0.047 | 0 | 0 |
| 8715 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 1 | 1 | 13197.000 | 0 | 0.681 | 8424 | 84 | 0.787 | 0.000 | 0 | 0 |
| 8716 | 47 | M | 3 | College | Single | $60K - $80K | Blue | 39 | 5 | 3 | 2 | 22599.000 | 0 | 1.039 | 4739 | 55 | 0.486 | 0.000 | 1 | 1 |
| 8717 | 43 | M | 4 | Uneducated | Married | $60K - $80K | Blue | 31 | 1 | 1 | 2 | 23457.000 | 2517 | 0.676 | 7370 | 96 | 0.627 | 0.107 | 0 | 0 |
| 8718 | 40 | M | 2 | High School | NaN | $80K - $120K | Blue | 26 | 1 | 3 | 1 | 5238.000 | 2077 | 0.656 | 7321 | 73 | 0.659 | 0.397 | 0 | 0 |
| 8719 | 41 | M | 4 | Graduate | Single | $80K - $120K | Blue | 33 | 1 | 1 | 3 | 31560.000 | 1298 | 0.681 | 7641 | 93 | 0.632 | 0.041 | 0 | 0 |
| 8720 | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 6218.000 | 2517 | 0.716 | 7689 | 84 | 0.680 | 0.405 | 0 | 0 |
| 8721 | 47 | M | 2 | High School | Divorced | abc | Silver | 42 | 1 | 2 | 2 | 34516.000 | 2019 | 0.706 | 7774 | 95 | 0.583 | 0.058 | 0 | 0 |
| 8722 | 44 | M | 0 | Graduate | NaN | $60K - $80K | Silver | 36 | 1 | 1 | 1 | 29572.000 | 1584 | 0.738 | 7566 | 88 | 0.600 | 0.054 | 0 | 0 |
| 8723 | 52 | F | 2 | Graduate | NaN | Less than $40K | Blue | 40 | 2 | 1 | 3 | 2743.000 | 1705 | 0.605 | 6993 | 97 | 0.540 | 0.622 | 0 | 0 |
| 8724 | 39 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 31 | 2 | 2 | 3 | 2844.000 | 2065 | 0.638 | 7345 | 73 | 0.738 | 0.726 | 0 | 0 |
| 8725 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 49 | 1 | 2 | 3 | 9678.000 | 1710 | 0.745 | 7682 | 90 | 0.579 | 0.177 | 0 | 0 |
| 8726 | 49 | M | 0 | NaN | Married | $80K - $120K | Blue | 36 | 1 | 2 | 1 | 26882.000 | 1673 | 0.691 | 7409 | 89 | 0.534 | 0.062 | 0 | 0 |
| 8727 | 52 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 5207.000 | 1121 | 0.578 | 7153 | 84 | 0.647 | 0.215 | 0 | 0 |
| 8728 | 46 | M | 4 | High School | Divorced | $40K - $60K | Silver | 36 | 2 | 2 | 3 | 15034.000 | 1356 | 0.754 | 7737 | 84 | 0.750 | 0.090 | 0 | 0 |
| 8729 | 44 | F | 2 | Graduate | Divorced | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 3107.000 | 1995 | 0.668 | 7535 | 87 | 0.673 | 0.642 | 0 | 0 |
| 8730 | 52 | F | 2 | High School | Single | $40K - $60K | Blue | 39 | 2 | 1 | 1 | 12214.000 | 2379 | 0.769 | 8426 | 105 | 0.544 | 0.195 | 0 | 0 |
| 8731 | 52 | M | 4 | Graduate | Married | $80K - $120K | Blue | 45 | 2 | 2 | 3 | 23070.000 | 1701 | 0.846 | 8070 | 81 | 0.688 | 0.074 | 0 | 0 |
| 8732 | 50 | F | 2 | Graduate | Single | Less than $40K | Blue | 40 | 1 | 2 | 2 | 2167.000 | 988 | 0.619 | 7199 | 83 | 0.729 | 0.456 | 0 | 0 |
| 8733 | 55 | M | 3 | High School | Single | $80K - $120K | Gold | 49 | 2 | 1 | 3 | 34516.000 | 810 | 0.787 | 7917 | 95 | 0.667 | 0.023 | 0 | 0 |
| 8734 | 45 | M | 5 | NaN | Married | $60K - $80K | Blue | 38 | 1 | 2 | 3 | 6895.000 | 2314 | 0.840 | 8778 | 85 | 0.604 | 0.336 | 0 | 0 |
| 8735 | 44 | M | 2 | Doctorate | Married | $80K - $120K | Blue | 38 | 1 | 2 | 1 | 25894.000 | 2517 | 1.046 | 4847 | 49 | 0.815 | 0.097 | 1 | 1 |
| 8736 | 46 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 3138.000 | 986 | 1.002 | 4724 | 56 | 0.806 | 0.314 | 1 | 0 |
| 8737 | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 38 | 2 | 2 | 3 | 12055.000 | 1858 | 0.645 | 7222 | 93 | 0.500 | 0.154 | 0 | 0 |
| 8738 | 53 | F | 2 | College | Single | abc | Blue | 38 | 2 | 3 | 3 | 16592.000 | 1435 | 0.760 | 7642 | 89 | 0.648 | 0.086 | 0 | 0 |
| 8739 | 60 | F | 1 | Doctorate | Single | abc | Silver | 48 | 1 | 2 | 1 | 34516.000 | 1542 | 0.603 | 7443 | 98 | 0.556 | 0.045 | 0 | 0 |
| 8740 | 47 | M | 3 | Post-Graduate | NaN | abc | Silver | 38 | 2 | 1 | 2 | 33184.000 | 855 | 0.728 | 7190 | 93 | 0.525 | 0.026 | 0 | 0 |
| 8741 | 54 | F | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 2 | 1 | 3 | 10753.000 | 1845 | 0.689 | 7302 | 80 | 0.702 | 0.172 | 0 | 0 |
| 8742 | 39 | M | 2 | Post-Graduate | NaN | $80K - $120K | Blue | 29 | 1 | 1 | 3 | 9959.000 | 1501 | 0.822 | 8505 | 86 | 0.536 | 0.151 | 0 | 0 |
| 8743 | 46 | F | 3 | Uneducated | Married | Less than $40K | Blue | 35 | 6 | 5 | 1 | 2069.000 | 1101 | 0.741 | 7307 | 82 | 0.745 | 0.532 | 0 | 0 |
| 8744 | 43 | F | 3 | College | Married | Less than $40K | Silver | 34 | 4 | 2 | 2 | 11362.000 | 1871 | 0.859 | 7849 | 88 | 0.630 | 0.165 | 0 | 0 |
| 8745 | 53 | M | 4 | High School | Divorced | $120K + | Blue | 36 | 3 | 3 | 2 | 34516.000 | 1337 | 0.704 | 7919 | 85 | 0.635 | 0.039 | 0 | 0 |
| 8746 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 32 | 2 | 1 | 1 | 20001.000 | 0 | 0.742 | 8094 | 96 | 0.600 | 0.000 | 0 | 0 |
| 8747 | 48 | M | 2 | High School | Married | $40K - $60K | Blue | 42 | 2 | 3 | 2 | 8786.000 | 1559 | 0.909 | 8575 | 92 | 0.736 | 0.177 | 0 | 0 |
| 8748 | 41 | M | 3 | Uneducated | Single | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 7142.000 | 1917 | 0.727 | 7892 | 83 | 0.729 | 0.268 | 0 | 0 |
| 8749 | 45 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 4477.000 | 2517 | 1.022 | 4996 | 55 | 0.486 | 0.562 | 1 | 1 |
| 8750 | 41 | F | 3 | NaN | NaN | $40K - $60K | Blue | 30 | 1 | 2 | 3 | 5357.000 | 1272 | 0.708 | 7730 | 97 | 0.540 | 0.237 | 0 | 0 |
| 8751 | 51 | M | 1 | College | Married | $80K - $120K | Silver | 38 | 2 | 3 | 2 | 34516.000 | 0 | 0.678 | 7686 | 89 | 0.618 | 0.000 | 0 | 0 |
| 8752 | 44 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 36 | 5 | 3 | 2 | 2367.000 | 1606 | 0.956 | 4506 | 59 | 0.639 | 0.678 | 1 | 1 |
| 8753 | 39 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 29 | 2 | 2 | 3 | 23402.000 | 958 | 0.646 | 7570 | 98 | 0.633 | 0.041 | 0 | 0 |
| 8754 | 40 | M | 3 | Doctorate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4587.000 | 1771 | 0.647 | 7479 | 83 | 0.694 | 0.386 | 0 | 0 |
| 8755 | 41 | M | 3 | Graduate | Married | $120K + | Blue | 36 | 2 | 3 | 2 | 6565.000 | 1130 | 0.823 | 7729 | 97 | 0.644 | 0.172 | 0 | 0 |
| 8756 | 46 | F | 4 | NaN | Married | abc | Blue | 27 | 1 | 2 | 3 | 6030.000 | 0 | 1.031 | 4983 | 62 | 0.442 | 0.000 | 1 | 1 |
| 8757 | 50 | M | 4 | High School | Single | $120K + | Blue | 41 | 4 | 3 | 3 | 6982.000 | 0 | 1.018 | 4830 | 50 | 0.724 | 0.000 | 1 | 1 |
| 8758 | 50 | M | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 5128.000 | 0 | 0.704 | 7588 | 98 | 0.581 | 0.000 | 0 | 0 |
| 8759 | 48 | M | 3 | NaN | NaN | $60K - $80K | Blue | 28 | 2 | 2 | 1 | 9405.000 | 0 | 1.033 | 4801 | 47 | 0.382 | 0.000 | 1 | 1 |
| 8760 | 49 | M | 2 | Graduate | Married | $80K - $120K | Silver | 39 | 1 | 1 | 2 | 34516.000 | 1118 | 0.671 | 7734 | 74 | 0.609 | 0.032 | 0 | 0 |
| 8761 | 49 | M | 2 | Graduate | Married | $120K + | Blue | 40 | 2 | 4 | 1 | 14646.000 | 1448 | 0.895 | 8160 | 92 | 0.586 | 0.099 | 0 | 0 |
| 8762 | 41 | M | 5 | Graduate | Married | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 12578.000 | 2517 | 0.875 | 8362 | 82 | 0.640 | 0.200 | 0 | 1 |
| 8763 | 36 | F | 4 | Uneducated | NaN | $40K - $60K | Blue | 16 | 1 | 2 | 2 | 4370.000 | 1222 | 0.648 | 7223 | 90 | 0.552 | 0.280 | 0 | 0 |
| 8764 | 52 | F | 1 | High School | Single | $40K - $60K | Blue | 42 | 1 | 3 | 1 | 3416.000 | 1970 | 0.804 | 8254 | 75 | 0.596 | 0.577 | 0 | 0 |
| 8765 | 42 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 1 | 2 | 1 | 6224.000 | 0 | 0.630 | 7612 | 82 | 0.783 | 0.000 | 0 | 1 |
| 8766 | 49 | F | 2 | College | Married | Less than $40K | Silver | 38 | 2 | 3 | 2 | 10741.000 | 2517 | 1.087 | 8352 | 71 | 0.821 | 0.234 | 0 | 1 |
| 8767 | 41 | M | 2 | Graduate | Single | $60K - $80K | Gold | 36 | 2 | 3 | 3 | 34516.000 | 687 | 1.015 | 4822 | 57 | 0.295 | 0.020 | 1 | 1 |
| 8768 | 50 | M | 1 | NaN | NaN | $120K + | Silver | 45 | 2 | 2 | 0 | 34516.000 | 1514 | 0.736 | 7333 | 72 | 1.000 | 0.044 | 0 | 1 |
| 8769 | 53 | F | 4 | Graduate | Single | $40K - $60K | Blue | 43 | 1 | 3 | 2 | 6058.000 | 0 | 0.997 | 4754 | 60 | 0.463 | 0.000 | 1 | 1 |
| 8770 | 49 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 39 | 2 | 3 | 2 | 8561.000 | 915 | 0.637 | 7341 | 79 | 0.491 | 0.107 | 0 | 0 |
| 8771 | 46 | M | 3 | NaN | Single | $80K - $120K | Blue | 34 | 4 | 3 | 3 | 9959.000 | 0 | 1.049 | 4859 | 64 | 0.524 | 0.000 | 1 | 1 |
| 8772 | 51 | F | 5 | High School | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 7645.000 | 2076 | 0.759 | 7710 | 75 | 0.875 | 0.272 | 0 | 0 |
| 8773 | 51 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 42 | 2 | 4 | 1 | 1922.000 | 1124 | 0.766 | 8049 | 76 | 0.434 | 0.585 | 0 | 0 |
| 8774 | 51 | F | 2 | High School | Married | Less than $40K | Blue | 33 | 2 | 1 | 3 | 5625.000 | 1640 | 0.893 | 7890 | 75 | 0.875 | 0.292 | 0 | 1 |
| 8775 | 54 | F | 2 | College | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 2274.000 | 708 | 0.677 | 7735 | 74 | 0.682 | 0.311 | 0 | 1 |
| 8776 | 46 | M | 5 | Doctorate | Divorced | $120K + | Blue | 31 | 1 | 2 | 2 | 34516.000 | 1802 | 0.871 | 7936 | 101 | 0.485 | 0.052 | 0 | 0 |
| 8777 | 43 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 6 | 2 | 2 | 9422.000 | 2108 | 0.891 | 4633 | 58 | 0.611 | 0.224 | 1 | 1 |
| 8778 | 48 | F | 3 | Post-Graduate | Married | abc | Blue | 37 | 2 | 1 | 3 | 7469.000 | 2474 | 0.674 | 8213 | 86 | 0.623 | 0.331 | 0 | 0 |
| 8779 | 43 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 3849.000 | 1281 | 0.777 | 7930 | 90 | 0.607 | 0.333 | 0 | 0 |
| 8780 | 41 | M | 3 | High School | Married | $120K + | Blue | 32 | 2 | 2 | 1 | 34516.000 | 0 | 0.965 | 4734 | 57 | 0.541 | 0.000 | 1 | 1 |
| 8781 | 49 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 45 | 2 | 1 | 1 | 4778.000 | 1351 | 0.785 | 7590 | 74 | 0.682 | 0.283 | 0 | 0 |
| 8782 | 51 | F | 3 | High School | Single | abc | Gold | 39 | 1 | 1 | 2 | 34516.000 | 1873 | 0.629 | 7703 | 104 | 0.677 | 0.054 | 0 | 0 |
| 8783 | 47 | F | 5 | Uneducated | NaN | $40K - $60K | Blue | 42 | 2 | 2 | 3 | 5168.000 | 2265 | 0.715 | 8211 | 80 | 0.818 | 0.438 | 0 | 1 |
| 8784 | 53 | F | 2 | High School | Single | Less than $40K | Blue | 46 | 6 | 1 | 2 | 3199.000 | 0 | 1.047 | 4805 | 59 | 0.639 | 0.000 | 1 | 1 |
| 8785 | 55 | F | 2 | Graduate | Single | abc | Blue | 42 | 2 | 3 | 2 | 21046.000 | 1631 | 0.731 | 7653 | 95 | 0.638 | 0.077 | 0 | 0 |
| 8786 | 51 | M | 1 | Graduate | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 34516.000 | 2452 | 0.707 | 7111 | 82 | 0.608 | 0.071 | 0 | 0 |
| 8787 | 40 | F | 1 | NaN | Married | Less than $40K | Blue | 36 | 1 | 2 | 2 | 6540.000 | 0 | 0.723 | 7919 | 88 | 0.600 | 0.000 | 0 | 0 |
| 8788 | 60 | F | 2 | High School | Single | Less than $40K | Blue | 54 | 1 | 6 | 2 | 8141.000 | 1811 | 1.043 | 5043 | 53 | 0.432 | 0.222 | 1 | 1 |
| 8789 | 40 | F | 5 | Graduate | Married | abc | Silver | 24 | 2 | 1 | 2 | 33441.000 | 686 | 0.761 | 8452 | 83 | 0.509 | 0.021 | 0 | 0 |
| 8790 | 46 | F | 5 | Graduate | NaN | abc | Blue | 36 | 2 | 3 | 1 | 5496.000 | 1816 | 0.678 | 7985 | 93 | 0.603 | 0.330 | 0 | 0 |
| 8791 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 33 | 2 | 3 | 1 | 3794.000 | 1544 | 0.720 | 7872 | 80 | 0.538 | 0.407 | 0 | 0 |
| 8792 | 46 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 1 | 1 | 5785.000 | 2130 | 0.813 | 7950 | 86 | 0.593 | 0.368 | 0 | 0 |
| 8793 | 51 | F | 0 | Uneducated | Married | abc | Blue | 39 | 1 | 3 | 2 | 19387.000 | 810 | 0.746 | 7604 | 87 | 0.642 | 0.042 | 0 | 0 |
| 8794 | 43 | F | 4 | NaN | Single | abc | Blue | 28 | 2 | 2 | 1 | 2838.000 | 1934 | 0.873 | 8644 | 87 | 0.554 | 0.681 | 0 | 0 |
| 8795 | 41 | F | 3 | College | Married | Less than $40K | Blue | 31 | 2 | 2 | 2 | 4086.000 | 1974 | 0.775 | 7932 | 87 | 0.642 | 0.483 | 0 | 0 |
| 8796 | 47 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 38 | 1 | 3 | 2 | 31987.000 | 0 | 0.814 | 7926 | 83 | 0.537 | 0.000 | 0 | 0 |
| 8797 | 43 | M | 4 | Post-Graduate | Single | $40K - $60K | Blue | 25 | 1 | 2 | 2 | 9043.000 | 1974 | 1.027 | 4638 | 48 | 0.655 | 0.218 | 1 | 1 |
| 8798 | 47 | F | 3 | Graduate | Single | Less than $40K | Silver | 40 | 1 | 2 | 2 | 11128.000 | 2517 | 0.800 | 8526 | 93 | 0.661 | 0.226 | 0 | 0 |
| 8799 | 51 | M | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 1 | 3 | 3 | 3062.000 | 2058 | 0.622 | 7289 | 75 | 0.705 | 0.672 | 0 | 0 |
| 8800 | 44 | F | 4 | NaN | NaN | $40K - $60K | Gold | 31 | 2 | 2 | 3 | 23981.000 | 2135 | 0.749 | 7885 | 86 | 0.564 | 0.089 | 0 | 0 |
| 8801 | 44 | M | 1 | Graduate | Married | $80K - $120K | Gold | 29 | 2 | 1 | 3 | 34516.000 | 942 | 0.750 | 7665 | 86 | 0.593 | 0.027 | 0 | 0 |
| 8802 | 39 | F | 0 | NaN | Single | $40K - $60K | Silver | 26 | 1 | 1 | 1 | 22054.000 | 1146 | 0.842 | 8055 | 82 | 0.673 | 0.052 | 0 | 0 |
| 8803 | 53 | F | 2 | Graduate | NaN | Less than $40K | Blue | 35 | 1 | 2 | 3 | 2199.000 | 693 | 0.654 | 7342 | 86 | 0.483 | 0.315 | 0 | 0 |
| 8804 | 45 | M | 3 | Uneducated | NaN | $80K - $120K | Blue | 33 | 2 | 3 | 3 | 9303.000 | 1580 | 0.877 | 7825 | 87 | 0.450 | 0.170 | 0 | 0 |
| 8805 | 47 | M | 3 | NaN | Single | $120K + | Gold | 38 | 2 | 4 | 3 | 34516.000 | 1342 | 0.690 | 7283 | 89 | 0.648 | 0.039 | 0 | 0 |
| 8806 | 40 | M | 2 | High School | Divorced | $40K - $60K | Blue | 32 | 1 | 3 | 2 | 7566.000 | 1618 | 0.720 | 7570 | 88 | 0.544 | 0.214 | 0 | 0 |
| 8807 | 50 | F | 3 | Uneducated | Married | abc | Blue | 34 | 2 | 3 | 3 | 11343.000 | 0 | 0.709 | 8027 | 94 | 0.679 | 0.000 | 0 | 0 |
| 8808 | 47 | F | 2 | Uneducated | Married | abc | Blue | 35 | 2 | 1 | 1 | 15155.000 | 1287 | 0.868 | 7724 | 79 | 0.580 | 0.085 | 0 | 0 |
| 8809 | 55 | M | 2 | NaN | Single | $80K - $120K | Blue | 46 | 2 | 1 | 1 | 10795.000 | 0 | 0.855 | 7855 | 81 | 0.528 | 0.000 | 0 | 1 |
| 8810 | 44 | F | 2 | High School | Married | Less than $40K | Blue | 36 | 2 | 1 | 0 | 6633.000 | 1322 | 0.698 | 8396 | 106 | 0.738 | 0.199 | 0 | 0 |
| 8811 | 54 | F | 1 | Graduate | Single | abc | Blue | 48 | 1 | 1 | 2 | 8572.000 | 2128 | 0.821 | 7850 | 94 | 0.516 | 0.248 | 0 | 0 |
| 8812 | 40 | M | 4 | NaN | Married | $80K - $120K | Blue | 36 | 2 | 1 | 1 | 34516.000 | 2330 | 0.693 | 7635 | 75 | 0.667 | 0.068 | 0 | 0 |
| 8813 | 50 | M | 2 | Graduate | Married | $80K - $120K | Silver | 42 | 2 | 3 | 3 | 34516.000 | 2517 | 0.759 | 8186 | 85 | 0.635 | 0.073 | 0 | 0 |
| 8814 | 49 | M | 3 | Post-Graduate | Single | $60K - $80K | Blue | 42 | 2 | 4 | 2 | 14895.000 | 0 | 1.043 | 5147 | 53 | 0.559 | 0.000 | 1 | 1 |
| 8815 | 49 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 1 | 3 | 2636.000 | 1257 | 0.661 | 7136 | 82 | 0.608 | 0.477 | 0 | 0 |
| 8816 | 39 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 31 | 1 | 3 | 1 | 9511.000 | 2220 | 0.712 | 7041 | 95 | 0.532 | 0.233 | 0 | 0 |
| 8817 | 43 | M | 2 | High School | Single | $120K + | Blue | 30 | 1 | 2 | 2 | 10896.000 | 2517 | 1.028 | 4935 | 58 | 0.487 | 0.231 | 1 | 1 |
| 8818 | 43 | F | 0 | High School | Married | Less than $40K | Blue | 35 | 1 | 1 | 0 | 8401.000 | 1085 | 0.696 | 7697 | 98 | 0.508 | 0.129 | 0 | 0 |
| 8819 | 45 | F | 3 | Graduate | Divorced | abc | Blue | 36 | 2 | 3 | 2 | 12406.000 | 1980 | 0.791 | 8113 | 90 | 0.500 | 0.160 | 0 | 0 |
| 8820 | 47 | F | 4 | College | Divorced | abc | Blue | 36 | 4 | 3 | 3 | 6769.000 | 274 | 0.998 | 4885 | 54 | 0.350 | 0.040 | 1 | 1 |
| 8821 | 45 | F | 4 | College | Married | Less than $40K | Blue | 36 | 2 | 1 | 1 | 2737.000 | 0 | 0.710 | 7587 | 80 | 0.569 | 0.000 | 0 | 0 |
| 8822 | 34 | F | 2 | Graduate | NaN | abc | Silver | 16 | 2 | 2 | 1 | 32292.000 | 1731 | 0.751 | 7564 | 76 | 0.810 | 0.054 | 0 | 0 |
| 8823 | 52 | M | 2 | Uneducated | Married | $120K + | Silver | 43 | 1 | 2 | 2 | 34516.000 | 1588 | 0.745 | 7512 | 81 | 0.688 | 0.046 | 0 | 0 |
| 8824 | 33 | F | 1 | Doctorate | NaN | Less than $40K | Gold | 24 | 2 | 3 | 2 | 15987.000 | 1992 | 0.739 | 8302 | 81 | 0.841 | 0.125 | 0 | 0 |
| 8825 | 43 | M | 2 | NaN | Married | $60K - $80K | Gold | 33 | 1 | 3 | 2 | 34516.000 | 1085 | 1.047 | 4805 | 54 | 0.588 | 0.031 | 1 | 1 |
| 8826 | 42 | M | 5 | College | Married | $40K - $60K | Blue | 27 | 1 | 3 | 1 | 2437.000 | 1718 | 0.608 | 8028 | 77 | 0.540 | 0.705 | 0 | 0 |
| 8827 | 49 | M | 3 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 1 | 4557.000 | 985 | 0.592 | 7333 | 91 | 0.596 | 0.216 | 0 | 0 |
| 8828 | 55 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 10949.000 | 829 | 0.749 | 7685 | 91 | 0.596 | 0.076 | 0 | 0 |
| 8829 | 39 | F | 1 | Graduate | NaN | Less than $40K | Silver | 30 | 1 | 2 | 3 | 10398.000 | 1630 | 0.755 | 7702 | 81 | 0.688 | 0.157 | 0 | 0 |
| 8830 | 40 | F | 3 | College | Single | $40K - $60K | Silver | 28 | 2 | 1 | 2 | 22361.000 | 1873 | 0.701 | 7586 | 94 | 0.567 | 0.084 | 0 | 0 |
| 8831 | 46 | M | 2 | NaN | Single | $80K - $120K | Blue | 34 | 1 | 3 | 2 | 3841.000 | 1411 | 0.785 | 8444 | 81 | 0.688 | 0.367 | 0 | 0 |
| 8832 | 46 | M | 3 | College | Single | $80K - $120K | Silver | 32 | 2 | 1 | 3 | 34516.000 | 1954 | 0.755 | 7594 | 69 | 0.725 | 0.057 | 0 | 1 |
| 8833 | 58 | M | 1 | College | Single | $120K + | Silver | 45 | 1 | 3 | 2 | 34516.000 | 0 | 0.964 | 4864 | 48 | 0.548 | 0.000 | 1 | 1 |
| 8834 | 44 | F | 3 | Graduate | Married | Less than $40K | Silver | 26 | 1 | 3 | 1 | 10877.000 | 1802 | 0.706 | 7974 | 90 | 0.731 | 0.166 | 0 | 0 |
| 8835 | 42 | M | 3 | NaN | Married | $40K - $60K | Blue | 26 | 2 | 1 | 2 | 5848.000 | 1481 | 0.711 | 8417 | 95 | 0.462 | 0.253 | 0 | 0 |
| 8836 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 11552.000 | 1970 | 0.705 | 7180 | 96 | 0.548 | 0.171 | 0 | 0 |
| 8837 | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 2 | 2 | 3 | 11901.000 | 2517 | 0.781 | 7998 | 82 | 0.608 | 0.211 | 0 | 0 |
| 8838 | 37 | M | 3 | High School | NaN | $80K - $120K | Blue | 19 | 1 | 2 | 2 | 2273.000 | 0 | 0.828 | 7899 | 79 | 0.646 | 0.000 | 0 | 1 |
| 8839 | 57 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3082.000 | 2507 | 0.687 | 7787 | 89 | 0.508 | 0.813 | 0 | 0 |
| 8840 | 52 | M | 2 | Graduate | Single | $40K - $60K | Blue | 41 | 1 | 2 | 2 | 9298.000 | 1898 | 0.655 | 8427 | 87 | 0.776 | 0.204 | 0 | 0 |
| 8841 | 62 | F | 0 | Post-Graduate | Single | $40K - $60K | Blue | 53 | 1 | 2 | 3 | 4136.000 | 0 | 0.640 | 7739 | 97 | 0.590 | 0.000 | 0 | 0 |
| 8842 | 45 | M | 5 | High School | NaN | $60K - $80K | Blue | 25 | 1 | 5 | 1 | 12399.000 | 1461 | 0.645 | 7855 | 82 | 0.414 | 0.118 | 0 | 0 |
| 8843 | 57 | M | 1 | High School | Single | $80K - $120K | Blue | 45 | 1 | 6 | 1 | 15030.000 | 1395 | 0.625 | 7603 | 81 | 0.588 | 0.093 | 0 | 0 |
| 8844 | 44 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 1 | 1 | 3 | 6441.000 | 2151 | 0.640 | 7123 | 94 | 0.492 | 0.334 | 0 | 0 |
| 8845 | 42 | F | 4 | NaN | Married | abc | Blue | 36 | 1 | 4 | 2 | 7469.000 | 837 | 0.828 | 8281 | 80 | 0.739 | 0.112 | 0 | 1 |
| 8846 | 40 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3569.000 | 1054 | 0.775 | 7963 | 85 | 0.574 | 0.295 | 0 | 0 |
| 8847 | 47 | M | 3 | Graduate | NaN | Less than $40K | Blue | 43 | 1 | 3 | 3 | 2781.000 | 1950 | 0.980 | 9331 | 93 | 0.500 | 0.701 | 0 | 0 |
| 8848 | 51 | M | 1 | Post-Graduate | Married | $120K + | Silver | 31 | 2 | 5 | 2 | 34516.000 | 1991 | 0.718 | 7520 | 79 | 0.681 | 0.058 | 0 | 0 |
| 8849 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 33 | 1 | 2 | 3 | 4174.000 | 2507 | 0.832 | 7905 | 86 | 0.755 | 0.601 | 0 | 0 |
| 8850 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 43 | 2 | 2 | 1 | 23223.000 | 628 | 0.837 | 7358 | 87 | 0.642 | 0.027 | 0 | 0 |
| 8851 | 46 | M | 3 | Graduate | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 6954.000 | 1502 | 0.624 | 7510 | 89 | 0.648 | 0.216 | 0 | 0 |
| 8852 | 47 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 7136.000 | 2345 | 0.699 | 7729 | 86 | 0.654 | 0.329 | 0 | 0 |
| 8853 | 43 | F | 4 | High School | Single | Less than $40K | Blue | 38 | 1 | 1 | 1 | 1820.000 | 0 | 0.708 | 7714 | 91 | 0.596 | 0.000 | 0 | 0 |
| 8854 | 52 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 2937.000 | 1633 | 0.857 | 8235 | 102 | 0.522 | 0.556 | 0 | 0 |
| 8855 | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 1 | 3 | 2 | 6636.000 | 2399 | 0.681 | 7023 | 86 | 0.654 | 0.362 | 0 | 0 |
| 8856 | 41 | M | 2 | Graduate | Married | $60K - $80K | Silver | 31 | 2 | 3 | 3 | 31497.000 | 2192 | 0.868 | 7685 | 92 | 0.533 | 0.070 | 0 | 0 |
| 8857 | 52 | M | 1 | High School | Married | $120K + | Blue | 34 | 2 | 3 | 1 | 34516.000 | 0 | 1.038 | 4863 | 56 | 0.474 | 0.000 | 1 | 1 |
| 8858 | 52 | F | 1 | High School | Married | Less than $40K | Blue | 35 | 1 | 3 | 3 | 1959.000 | 1022 | 0.780 | 7847 | 65 | 0.857 | 0.522 | 0 | 1 |
| 8859 | 51 | M | 3 | Post-Graduate | Married | $80K - $120K | Silver | 37 | 6 | 2 | 2 | 34516.000 | 989 | 1.021 | 4810 | 55 | 0.341 | 0.029 | 1 | 1 |
| 8860 | 49 | M | 5 | Graduate | Single | $60K - $80K | Blue | 42 | 2 | 1 | 3 | 7801.000 | 2018 | 0.684 | 7561 | 91 | 0.685 | 0.259 | 0 | 0 |
| 8861 | 55 | M | 3 | College | Single | $120K + | Blue | 44 | 2 | 2 | 3 | 6455.000 | 1837 | 0.717 | 8001 | 99 | 0.707 | 0.285 | 0 | 0 |
| 8862 | 46 | M | 1 | Graduate | Divorced | $40K - $60K | Blue | 37 | 1 | 2 | 2 | 11343.000 | 1175 | 0.699 | 8313 | 107 | 0.672 | 0.104 | 0 | 0 |
| 8863 | 43 | M | 3 | Post-Graduate | Married | $40K - $60K | Platinum | 31 | 2 | 3 | 4 | 23981.000 | 593 | 0.987 | 4758 | 65 | 0.512 | 0.025 | 1 | 1 |
| 8864 | 46 | F | 4 | NaN | Single | Less than $40K | Blue | 33 | 5 | 3 | 5 | 2879.000 | 0 | 1.031 | 4684 | 56 | 0.556 | 0.000 | 1 | 1 |
| 8865 | 49 | M | 4 | High School | Married | $80K - $120K | Blue | 40 | 2 | 3 | 2 | 7667.000 | 2191 | 0.682 | 7886 | 94 | 0.679 | 0.286 | 0 | 0 |
| 8866 | 41 | M | 2 | Uneducated | Single | $120K + | Blue | 24 | 2 | 2 | 1 | 34516.000 | 1022 | 0.743 | 8202 | 88 | 0.913 | 0.030 | 0 | 0 |
| 8867 | 37 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 6713.000 | 1590 | 0.847 | 7946 | 85 | 0.667 | 0.237 | 0 | 0 |
| 8868 | 51 | M | 2 | Uneducated | Married | $120K + | Blue | 40 | 1 | 3 | 1 | 10984.000 | 1429 | 0.751 | 7850 | 85 | 0.635 | 0.130 | 0 | 0 |
| 8869 | 50 | M | 1 | Doctorate | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 34516.000 | 2517 | 0.778 | 8087 | 86 | 0.509 | 0.073 | 0 | 0 |
| 8870 | 57 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 23058.000 | 1534 | 0.701 | 7009 | 82 | 0.708 | 0.067 | 0 | 0 |
| 8871 | 40 | M | 4 | Uneducated | Married | $120K + | Blue | 36 | 2 | 2 | 2 | 17606.000 | 1377 | 0.861 | 8104 | 83 | 0.627 | 0.078 | 0 | 0 |
| 8872 | 52 | M | 0 | College | Married | $120K + | Gold | 47 | 2 | 1 | 1 | 34516.000 | 1464 | 0.689 | 7690 | 87 | 0.673 | 0.042 | 0 | 0 |
| 8873 | 45 | F | 3 | High School | Divorced | $40K - $60K | Silver | 36 | 2 | 2 | 2 | 18000.000 | 1829 | 0.675 | 7149 | 86 | 0.623 | 0.102 | 0 | 0 |
| 8874 | 48 | F | 2 | College | Married | Less than $40K | Blue | 41 | 2 | 2 | 2 | 5550.000 | 2517 | 0.767 | 6984 | 85 | 0.545 | 0.454 | 0 | 0 |
| 8875 | 39 | F | 3 | High School | Single | Less than $40K | Blue | 33 | 2 | 1 | 2 | 1621.000 | 0 | 0.779 | 7400 | 86 | 0.686 | 0.000 | 0 | 0 |
| 8876 | 49 | F | 4 | College | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 3244.000 | 0 | 0.765 | 7495 | 97 | 0.540 | 0.000 | 0 | 0 |
| 8877 | 45 | M | 2 | NaN | Married | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 5800.000 | 1434 | 0.715 | 8202 | 89 | 0.679 | 0.247 | 0 | 0 |
| 8878 | 43 | F | 1 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 2 | 1 | 2550.000 | 1421 | 0.819 | 8063 | 72 | 0.714 | 0.557 | 0 | 0 |
| 8879 | 45 | M | 3 | Graduate | Divorced | $60K - $80K | Silver | 31 | 2 | 1 | 3 | 34516.000 | 1509 | 0.728 | 7167 | 91 | 0.625 | 0.044 | 0 | 0 |
| 8880 | 38 | M | 1 | High School | Single | $120K + | Blue | 30 | 5 | 3 | 3 | 10874.000 | 2415 | 0.933 | 4619 | 59 | 0.372 | 0.222 | 1 | 1 |
| 8881 | 54 | M | 2 | College | Single | $80K - $120K | Blue | 47 | 2 | 2 | 2 | 13769.000 | 0 | 1.058 | 4738 | 53 | 0.395 | 0.000 | 1 | 1 |
| 8882 | 39 | M | 2 | Graduate | Divorced | $40K - $60K | Silver | 23 | 5 | 2 | 3 | 17894.000 | 304 | 0.965 | 4691 | 63 | 0.465 | 0.017 | 1 | 1 |
| 8883 | 49 | F | 5 | Graduate | Married | Less than $40K | Gold | 38 | 1 | 2 | 2 | 15016.000 | 2016 | 0.709 | 7685 | 84 | 0.527 | 0.134 | 0 | 0 |
| 8884 | 45 | M | 4 | Graduate | Single | $120K + | Blue | 38 | 1 | 1 | 3 | 9036.000 | 0 | 0.753 | 8356 | 79 | 0.681 | 0.000 | 0 | 1 |
| 8885 | 54 | M | 1 | High School | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 12813.000 | 1998 | 0.837 | 7803 | 81 | 0.688 | 0.156 | 0 | 0 |
| 8886 | 40 | F | 3 | Doctorate | Married | Less than $40K | Blue | 29 | 1 | 1 | 1 | 4660.000 | 1844 | 1.018 | 8571 | 84 | 0.647 | 0.396 | 0 | 0 |
| 8887 | 49 | M | 5 | College | Married | $60K - $80K | Gold | 35 | 1 | 2 | 2 | 34516.000 | 1064 | 0.796 | 8095 | 81 | 0.620 | 0.031 | 0 | 0 |
| 8888 | 48 | M | 1 | Post-Graduate | Single | $80K - $120K | Blue | 38 | 4 | 2 | 2 | 13174.000 | 0 | 0.955 | 4890 | 49 | 0.485 | 0.000 | 1 | 1 |
| 8889 | 43 | M | 1 | Graduate | Single | abc | Blue | 36 | 1 | 1 | 2 | 11210.000 | 1079 | 0.651 | 7206 | 86 | 0.536 | 0.096 | 0 | 0 |
| 8890 | 42 | M | 3 | Graduate | Single | $120K + | Blue | 36 | 1 | 2 | 3 | 31639.000 | 2446 | 0.632 | 7119 | 86 | 0.564 | 0.077 | 0 | 0 |
| 8891 | 49 | M | 4 | High School | Married | $120K + | Gold | 36 | 1 | 1 | 1 | 34516.000 | 1634 | 0.768 | 7788 | 94 | 0.469 | 0.047 | 0 | 0 |
| 8892 | 43 | M | 4 | Uneducated | Single | $120K + | Blue | 36 | 1 | 1 | 3 | 34516.000 | 1742 | 0.661 | 7360 | 82 | 0.745 | 0.050 | 0 | 0 |
| 8893 | 44 | F | 5 | NaN | Married | Less than $40K | Blue | 34 | 2 | 1 | 3 | 2490.000 | 1235 | 0.823 | 8065 | 88 | 0.760 | 0.496 | 0 | 0 |
| 8894 | 45 | M | 3 | High School | NaN | $80K - $120K | Blue | 34 | 1 | 2 | 3 | 26438.000 | 1655 | 0.920 | 8029 | 81 | 0.723 | 0.063 | 0 | 0 |
| 8895 | 38 | F | 1 | Graduate | Single | Less than $40K | Blue | 29 | 2 | 3 | 3 | 7504.000 | 1134 | 0.670 | 7525 | 100 | 0.449 | 0.151 | 0 | 0 |
| 8896 | 44 | M | 1 | Uneducated | Married | $120K + | Blue | 33 | 2 | 2 | 3 | 34516.000 | 1058 | 0.734 | 7412 | 84 | 0.585 | 0.031 | 0 | 0 |
| 8897 | 45 | M | 4 | Graduate | Single | $120K + | Platinum | 34 | 2 | 2 | 1 | 34516.000 | 1488 | 0.732 | 7281 | 95 | 0.532 | 0.043 | 0 | 0 |
| 8898 | 51 | F | 2 | College | Married | abc | Blue | 32 | 1 | 3 | 2 | 15048.000 | 2517 | 0.666 | 7592 | 96 | 0.524 | 0.167 | 0 | 0 |
| 8899 | 41 | M | 3 | Graduate | Single | $80K - $120K | Blue | 29 | 2 | 2 | 1 | 9357.000 | 1942 | 0.800 | 7971 | 84 | 0.787 | 0.208 | 0 | 0 |
| 8900 | 51 | M | 1 | NaN | Married | $60K - $80K | Blue | 45 | 2 | 3 | 3 | 11548.000 | 0 | 0.611 | 7781 | 72 | 0.895 | 0.000 | 0 | 1 |
| 8901 | 56 | F | 2 | Uneducated | Single | Less than $40K | Blue | 39 | 1 | 2 | 3 | 8767.000 | 1684 | 0.786 | 8066 | 79 | 0.549 | 0.192 | 0 | 0 |
| 8902 | 42 | M | 4 | NaN | Single | $40K - $60K | Blue | 33 | 1 | 3 | 1 | 5306.000 | 2410 | 0.738 | 7437 | 94 | 0.709 | 0.454 | 0 | 0 |
| 8903 | 52 | F | 2 | Graduate | Single | abc | Blue | 41 | 2 | 3 | 3 | 3608.000 | 2517 | 1.057 | 4907 | 53 | 0.559 | 0.698 | 1 | 1 |
| 8904 | 49 | F | 1 | Uneducated | Married | Less than $40K | Gold | 37 | 2 | 3 | 1 | 15987.000 | 2065 | 0.705 | 7395 | 100 | 0.562 | 0.129 | 0 | 0 |
| 8905 | 50 | M | 2 | Graduate | Single | $120K + | Blue | 42 | 2 | 1 | 2 | 31782.000 | 0 | 1.056 | 4800 | 53 | 0.395 | 0.000 | 1 | 1 |
| 8906 | 42 | M | 2 | Graduate | Married | $120K + | Blue | 32 | 1 | 1 | 1 | 34516.000 | 1440 | 0.676 | 7168 | 88 | 0.571 | 0.042 | 0 | 0 |
| 8907 | 45 | F | 0 | Doctorate | Married | $40K - $60K | Silver | 36 | 1 | 1 | 3 | 19107.000 | 933 | 0.880 | 8987 | 89 | 0.561 | 0.049 | 0 | 0 |
| 8908 | 50 | M | 4 | NaN | Married | $80K - $120K | Blue | 45 | 2 | 1 | 3 | 34516.000 | 1466 | 0.693 | 7223 | 87 | 0.611 | 0.042 | 0 | 0 |
| 8909 | 41 | M | 4 | Post-Graduate | Married | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 21751.000 | 1573 | 0.878 | 8332 | 102 | 0.569 | 0.072 | 0 | 0 |
| 8910 | 44 | F | 3 | College | Single | Less than $40K | Blue | 32 | 1 | 2 | 1 | 7926.000 | 1051 | 0.729 | 7677 | 87 | 0.554 | 0.133 | 0 | 0 |
| 8911 | 51 | M | 4 | NaN | Single | $120K + | Silver | 46 | 2 | 3 | 3 | 34516.000 | 1279 | 1.020 | 4615 | 49 | 0.581 | 0.037 | 1 | 1 |
| 8912 | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 27984.000 | 1793 | 0.754 | 8147 | 81 | 0.588 | 0.064 | 0 | 0 |
| 8913 | 40 | M | 3 | Uneducated | Divorced | $60K - $80K | Blue | 30 | 2 | 3 | 2 | 24499.000 | 2517 | 0.777 | 7667 | 84 | 0.527 | 0.103 | 0 | 0 |
| 8914 | 49 | M | 0 | High School | Single | $80K - $120K | Blue | 39 | 2 | 1 | 3 | 2221.000 | 1291 | 0.785 | 8618 | 98 | 0.815 | 0.581 | 0 | 0 |
| 8915 | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 35 | 2 | 2 | 2 | 5858.000 | 961 | 0.657 | 7916 | 82 | 0.708 | 0.164 | 0 | 0 |
| 8916 | 51 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 37 | 1 | 3 | 2 | 27318.000 | 2416 | 0.917 | 7481 | 96 | 0.548 | 0.088 | 0 | 0 |
| 8917 | 44 | F | 3 | High School | Single | abc | Blue | 36 | 1 | 3 | 2 | 9766.000 | 1575 | 0.661 | 7605 | 101 | 0.603 | 0.161 | 0 | 0 |
| 8918 | 59 | M | 1 | Graduate | Single | $60K - $80K | Silver | 36 | 2 | 2 | 2 | 26692.000 | 2517 | 0.796 | 8780 | 86 | 0.654 | 0.094 | 0 | 0 |
| 8919 | 49 | M | 2 | Graduate | Single | $60K - $80K | Gold | 45 | 2 | 3 | 1 | 34516.000 | 913 | 0.698 | 7711 | 80 | 0.860 | 0.026 | 0 | 1 |
| 8920 | 38 | M | 3 | College | Single | $120K + | Blue | 26 | 2 | 2 | 1 | 14938.000 | 0 | 0.626 | 7385 | 90 | 0.429 | 0.000 | 0 | 0 |
| 8921 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 2 | 5 | 1 | 33256.000 | 928 | 0.694 | 7796 | 97 | 0.590 | 0.028 | 0 | 0 |
| 8922 | 49 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 2 | 34516.000 | 0 | 0.622 | 7962 | 99 | 0.435 | 0.000 | 0 | 0 |
| 8923 | 47 | M | 2 | Graduate | Single | $40K - $60K | Blue | 35 | 1 | 6 | 3 | 5791.000 | 1957 | 0.654 | 7823 | 93 | 0.722 | 0.338 | 0 | 0 |
| 8924 | 51 | F | 2 | High School | Single | abc | Blue | 36 | 2 | 1 | 2 | 2319.000 | 1347 | 0.722 | 7558 | 85 | 0.491 | 0.581 | 0 | 0 |
| 8925 | 46 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 17698.000 | 1769 | 0.623 | 8056 | 95 | 0.583 | 0.100 | 0 | 0 |
| 8926 | 52 | M | 4 | College | Single | $80K - $120K | Silver | 41 | 1 | 1 | 2 | 34516.000 | 1701 | 0.715 | 7707 | 99 | 0.500 | 0.049 | 0 | 0 |
| 8927 | 57 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 6482.000 | 1686 | 0.753 | 7544 | 101 | 0.629 | 0.260 | 0 | 0 |
| 8928 | 40 | M | 4 | NaN | Single | $60K - $80K | Blue | 30 | 4 | 3 | 6 | 18975.000 | 0 | 1.028 | 4803 | 65 | 0.548 | 0.000 | 1 | 1 |
| 8929 | 44 | M | 3 | Graduate | Divorced | $60K - $80K | Silver | 34 | 2 | 3 | 3 | 34516.000 | 1652 | 0.865 | 8450 | 90 | 0.579 | 0.048 | 0 | 0 |
| 8930 | 47 | M | 3 | NaN | Single | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 2479.000 | 1748 | 0.831 | 8042 | 85 | 0.545 | 0.705 | 0 | 0 |
| 8931 | 41 | F | 3 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 1 | 4941.000 | 1040 | 0.765 | 7631 | 91 | 0.596 | 0.210 | 0 | 0 |
| 8932 | 42 | M | 1 | Post-Graduate | Single | $60K - $80K | Gold | 36 | 1 | 1 | 2 | 34516.000 | 2276 | 0.767 | 7485 | 90 | 0.552 | 0.066 | 0 | 0 |
| 8933 | 44 | F | 4 | Uneducated | Married | abc | Blue | 33 | 1 | 2 | 1 | 8230.000 | 1333 | 0.692 | 7736 | 84 | 0.680 | 0.162 | 0 | 0 |
| 8934 | 44 | M | 0 | NaN | Married | $40K - $60K | Silver | 34 | 2 | 1 | 2 | 22226.000 | 1864 | 0.864 | 8753 | 97 | 0.702 | 0.084 | 0 | 0 |
| 8935 | 47 | M | 2 | Uneducated | Single | $120K + | Blue | 29 | 2 | 3 | 2 | 28852.000 | 1974 | 0.713 | 7432 | 90 | 0.607 | 0.068 | 0 | 0 |
| 8936 | 36 | M | 1 | NaN | NaN | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 6893.000 | 1462 | 1.031 | 4782 | 50 | 0.351 | 0.212 | 1 | 1 |
| 8937 | 45 | M | 2 | Graduate | Married | $60K - $80K | Blue | 35 | 1 | 2 | 3 | 7653.000 | 1693 | 0.683 | 7508 | 93 | 0.576 | 0.221 | 0 | 0 |
| 8938 | 50 | M | 1 | High School | NaN | $80K - $120K | Blue | 31 | 1 | 2 | 2 | 26840.000 | 769 | 0.609 | 7969 | 93 | 0.661 | 0.029 | 0 | 0 |
| 8939 | 41 | M | 3 | High School | Divorced | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 4549.000 | 2109 | 0.953 | 8642 | 85 | 0.700 | 0.464 | 0 | 0 |
| 8940 | 55 | M | 2 | High School | Divorced | $120K + | Blue | 46 | 5 | 3 | 2 | 16828.000 | 2517 | 1.059 | 4939 | 63 | 0.465 | 0.150 | 1 | 1 |
| 8941 | 45 | M | 2 | College | Single | $40K - $60K | Blue | 31 | 2 | 2 | 1 | 6530.000 | 1425 | 0.716 | 8904 | 101 | 0.656 | 0.218 | 0 | 0 |
| 8942 | 40 | F | 4 | Post-Graduate | Single | $40K - $60K | Blue | 28 | 2 | 1 | 2 | 11642.000 | 1501 | 0.935 | 9137 | 92 | 0.586 | 0.129 | 0 | 0 |
| 8943 | 43 | M | 3 | College | Single | $80K - $120K | Blue | 34 | 2 | 2 | 2 | 5390.000 | 1324 | 0.611 | 7739 | 106 | 0.472 | 0.246 | 0 | 0 |
| 8944 | 49 | F | 3 | Graduate | Married | Less than $40K | Blue | 43 | 2 | 1 | 1 | 7037.000 | 0 | 0.752 | 7678 | 93 | 0.691 | 0.000 | 0 | 0 |
| 8945 | 47 | M | 3 | College | Married | Less than $40K | Blue | 34 | 2 | 1 | 2 | 8390.000 | 0 | 0.800 | 8316 | 92 | 0.704 | 0.000 | 0 | 0 |
| 8946 | 49 | M | 3 | NaN | Single | $60K - $80K | Blue | 45 | 1 | 1 | 1 | 2122.000 | 1101 | 0.711 | 7404 | 103 | 0.515 | 0.519 | 0 | 0 |
| 8947 | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 35 | 1 | 1 | 1 | 3442.000 | 2517 | 0.620 | 7801 | 74 | 0.644 | 0.731 | 0 | 0 |
| 8948 | 44 | F | 3 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 3 | 6680.000 | 1839 | 0.617 | 7632 | 95 | 0.532 | 0.275 | 0 | 0 |
| 8949 | 42 | F | 2 | Graduate | Single | abc | Silver | 36 | 2 | 2 | 3 | 34516.000 | 1066 | 0.846 | 8657 | 98 | 0.750 | 0.031 | 0 | 0 |
| 8950 | 44 | F | 2 | High School | Married | $40K - $60K | Blue | 32 | 2 | 2 | 3 | 7244.000 | 2031 | 0.724 | 7925 | 90 | 0.500 | 0.280 | 0 | 0 |
| 8951 | 52 | M | 2 | Graduate | Married | $80K - $120K | Blue | 37 | 1 | 3 | 1 | 34516.000 | 1369 | 0.764 | 7745 | 82 | 0.640 | 0.040 | 0 | 0 |
| 8952 | 42 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 27 | 2 | 2 | 2 | 2476.000 | 2250 | 0.969 | 4659 | 48 | 0.600 | 0.909 | 1 | 1 |
| 8953 | 40 | F | 1 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 1 | 3 | 2019.000 | 803 | 0.882 | 8426 | 102 | 0.478 | 0.398 | 0 | 0 |
| 8954 | 54 | F | 2 | NaN | Divorced | Less than $40K | Blue | 36 | 1 | 2 | 1 | 8758.000 | 1511 | 0.674 | 7680 | 89 | 0.508 | 0.173 | 0 | 0 |
| 8955 | 62 | M | 0 | Graduate | Divorced | $60K - $80K | Blue | 56 | 1 | 3 | 3 | 6103.000 | 2517 | 0.740 | 8080 | 92 | 0.704 | 0.412 | 0 | 0 |
| 8956 | 52 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 2166.000 | 1458 | 0.712 | 8215 | 109 | 0.535 | 0.673 | 0 | 0 |
| 8957 | 50 | F | 2 | Doctorate | Single | Less than $40K | Blue | 40 | 2 | 1 | 1 | 3449.000 | 1634 | 0.776 | 8300 | 94 | 0.469 | 0.474 | 0 | 0 |
| 8958 | 51 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 2 | 2984.000 | 2512 | 0.861 | 8296 | 91 | 0.685 | 0.842 | 0 | 0 |
| 8959 | 54 | F | 3 | Graduate | Single | Less than $40K | Silver | 48 | 1 | 5 | 2 | 13432.000 | 0 | 0.918 | 4909 | 50 | 0.316 | 0.000 | 1 | 1 |
| 8960 | 39 | F | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 10830.000 | 2184 | 0.907 | 8814 | 88 | 0.725 | 0.202 | 0 | 0 |
| 8961 | 50 | M | 1 | Post-Graduate | NaN | $80K - $120K | Blue | 38 | 2 | 3 | 4 | 2673.000 | 0 | 1.043 | 4929 | 54 | 0.459 | 0.000 | 1 | 1 |
| 8962 | 46 | M | 2 | College | Married | $120K + | Blue | 40 | 1 | 2 | 2 | 34516.000 | 1649 | 0.741 | 7552 | 87 | 0.611 | 0.048 | 0 | 0 |
| 8963 | 45 | M | 5 | Uneducated | Single | $60K - $80K | Blue | 32 | 1 | 2 | 1 | 20633.000 | 1989 | 0.670 | 7570 | 91 | 0.655 | 0.096 | 0 | 0 |
| 8964 | 61 | M | 1 | Graduate | Single | abc | Blue | 54 | 1 | 1 | 3 | 9070.000 | 2097 | 0.801 | 8440 | 102 | 0.700 | 0.231 | 0 | 0 |
| 8965 | 51 | M | 3 | NaN | NaN | $120K + | Blue | 44 | 2 | 2 | 3 | 11954.000 | 0 | 0.779 | 7345 | 93 | 0.550 | 0.000 | 0 | 0 |
| 8966 | 50 | M | 1 | Graduate | Married | $80K - $120K | Silver | 45 | 2 | 1 | 3 | 34516.000 | 925 | 0.771 | 7755 | 84 | 0.680 | 0.027 | 0 | 0 |
| 8967 | 48 | M | 2 | College | Divorced | $80K - $120K | Blue | 40 | 4 | 3 | 3 | 4479.000 | 0 | 0.890 | 4520 | 63 | 0.370 | 0.000 | 1 | 1 |
| 8968 | 50 | M | 1 | High School | Married | Less than $40K | Blue | 35 | 2 | 1 | 3 | 3968.000 | 2264 | 1.098 | 12535 | 118 | 0.815 | 0.571 | 0 | 0 |
| 8969 | 58 | F | 2 | Uneducated | Single | abc | Blue | 44 | 1 | 2 | 2 | 2599.000 | 1407 | 0.727 | 8061 | 98 | 0.531 | 0.541 | 0 | 0 |
| 8970 | 46 | M | 2 | College | Divorced | $60K - $80K | Blue | 37 | 1 | 3 | 1 | 10074.000 | 1223 | 0.955 | 8256 | 99 | 0.623 | 0.121 | 0 | 0 |
| 8971 | 46 | F | 3 | High School | Married | $40K - $60K | Blue | 42 | 2 | 2 | 1 | 10901.000 | 1874 | 0.608 | 7498 | 90 | 0.500 | 0.172 | 0 | 0 |
| 8972 | 42 | F | 5 | NaN | Single | Less than $40K | Blue | 30 | 2 | 3 | 3 | 8325.000 | 0 | 0.823 | 8198 | 90 | 0.915 | 0.000 | 0 | 1 |
| 8973 | 38 | M | 3 | NaN | Single | $80K - $120K | Silver | 36 | 2 | 2 | 3 | 34516.000 | 2008 | 0.858 | 8872 | 86 | 0.593 | 0.058 | 0 | 0 |
| 8974 | 40 | M | 3 | Post-Graduate | Single | $120K + | Blue | 26 | 1 | 2 | 1 | 34516.000 | 2088 | 0.627 | 6453 | 89 | 0.589 | 0.060 | 0 | 0 |
| 8975 | 43 | M | 5 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 7196.000 | 696 | 0.839 | 8689 | 93 | 0.898 | 0.097 | 0 | 0 |
| 8976 | 48 | M | 4 | Graduate | Married | $60K - $80K | Gold | 36 | 1 | 6 | 1 | 34516.000 | 0 | 0.720 | 7396 | 100 | 0.562 | 0.000 | 0 | 0 |
| 8977 | 38 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 22 | 2 | 1 | 3 | 34516.000 | 1595 | 0.824 | 8871 | 97 | 0.764 | 0.046 | 0 | 0 |
| 8978 | 46 | M | 5 | High School | Married | $120K + | Blue | 42 | 1 | 1 | 3 | 32926.000 | 1540 | 0.862 | 8231 | 98 | 0.556 | 0.047 | 0 | 0 |
| 8979 | 44 | M | 4 | Uneducated | NaN | $40K - $60K | Silver | 40 | 1 | 1 | 2 | 18072.000 | 1378 | 0.730 | 8199 | 98 | 0.750 | 0.076 | 0 | 0 |
| 8980 | 50 | M | 2 | NaN | Single | $80K - $120K | Blue | 38 | 2 | 3 | 1 | 24533.000 | 1813 | 0.745 | 8436 | 77 | 0.878 | 0.074 | 0 | 1 |
| 8981 | 39 | M | 1 | College | NaN | $40K - $60K | Blue | 32 | 1 | 1 | 3 | 4874.000 | 2317 | 0.854 | 7776 | 98 | 0.782 | 0.475 | 0 | 0 |
| 8982 | 50 | M | 3 | College | NaN | $60K - $80K | Blue | 42 | 1 | 2 | 3 | 12889.000 | 1822 | 0.880 | 8272 | 79 | 0.837 | 0.141 | 0 | 1 |
| 8983 | 41 | F | 5 | Graduate | Married | Less than $40K | Blue | 31 | 2 | 3 | 1 | 7531.000 | 1692 | 0.771 | 7768 | 92 | 0.878 | 0.225 | 0 | 0 |
| 8984 | 49 | F | 4 | Graduate | Divorced | Less than $40K | Blue | 37 | 2 | 6 | 1 | 1838.000 | 1155 | 0.742 | 7688 | 93 | 0.409 | 0.628 | 0 | 0 |
| 8985 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 1 | 2 | 30117.000 | 2129 | 0.769 | 7930 | 91 | 0.542 | 0.071 | 0 | 0 |
| 8986 | 46 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 1 | 1 | 1 | 5131.000 | 1484 | 0.750 | 7432 | 92 | 0.559 | 0.289 | 0 | 0 |
| 8987 | 44 | M | 3 | Graduate | Single | $80K - $120K | Gold | 36 | 2 | 3 | 3 | 34516.000 | 2517 | 0.703 | 7640 | 87 | 0.582 | 0.073 | 0 | 0 |
| 8988 | 53 | M | 3 | Graduate | Single | $80K - $120K | Blue | 45 | 2 | 1 | 2 | 24262.000 | 1984 | 0.805 | 8241 | 105 | 0.750 | 0.082 | 0 | 0 |
| 8989 | 51 | M | 0 | College | Single | $80K - $120K | Blue | 33 | 1 | 3 | 1 | 34516.000 | 1228 | 0.747 | 7854 | 89 | 0.648 | 0.036 | 0 | 0 |
| 8990 | 38 | F | 2 | College | NaN | Less than $40K | Blue | 32 | 2 | 2 | 6 | 7385.000 | 1817 | 1.029 | 5070 | 50 | 0.389 | 0.246 | 1 | 1 |
| 8991 | 50 | M | 1 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 2 | 2 | 20708.000 | 1357 | 0.852 | 8503 | 88 | 0.571 | 0.066 | 0 | 0 |
| 8992 | 47 | F | 3 | Graduate | Married | Less than $40K | Silver | 36 | 4 | 3 | 1 | 14057.000 | 1381 | 1.039 | 4729 | 54 | 0.742 | 0.098 | 1 | 1 |
| 8993 | 38 | M | 4 | Uneducated | NaN | $80K - $120K | Silver | 36 | 2 | 1 | 2 | 34516.000 | 1132 | 0.840 | 9389 | 106 | 0.797 | 0.033 | 0 | 0 |
| 8994 | 45 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 2 | 5 | 1 | 17072.000 | 1519 | 0.831 | 8591 | 99 | 0.707 | 0.089 | 0 | 0 |
| 8995 | 52 | M | 2 | High School | Single | $80K - $120K | Blue | 46 | 2 | 3 | 3 | 25737.000 | 1168 | 0.718 | 7722 | 94 | 0.469 | 0.045 | 0 | 0 |
| 8996 | 44 | F | 1 | NaN | Single | Less than $40K | Blue | 33 | 1 | 3 | 1 | 2211.000 | 768 | 0.745 | 7527 | 88 | 0.660 | 0.347 | 0 | 0 |
| 8997 | 35 | F | 4 | High School | NaN | abc | Blue | 26 | 2 | 1 | 2 | 16950.000 | 0 | 0.625 | 7821 | 97 | 0.672 | 0.000 | 0 | 0 |
| 8998 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 24 | 1 | 1 | 3 | 15043.000 | 0 | 0.649 | 7234 | 83 | 0.694 | 0.000 | 0 | 0 |
| 8999 | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 30 | 2 | 2 | 2 | 29338.000 | 159 | 1.017 | 4983 | 40 | 0.379 | 0.005 | 1 | 1 |
| 9000 | 57 | M | 4 | Graduate | Single | $120K + | Blue | 52 | 2 | 3 | 2 | 25808.000 | 0 | 0.712 | 7794 | 94 | 0.843 | 0.000 | 0 | 0 |
| 9001 | 43 | F | 2 | NaN | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 2248.000 | 1853 | 0.666 | 7739 | 101 | 0.906 | 0.824 | 0 | 0 |
| 9002 | 45 | F | 4 | Uneducated | Divorced | $40K - $60K | Blue | 27 | 2 | 2 | 1 | 3670.000 | 1684 | 0.675 | 8608 | 100 | 0.515 | 0.459 | 0 | 0 |
| 9003 | 44 | F | 3 | Graduate | Single | Less than $40K | Blue | 17 | 1 | 2 | 3 | 8861.000 | 1149 | 0.718 | 8387 | 102 | 0.759 | 0.130 | 0 | 0 |
| 9004 | 47 | M | 3 | Graduate | Married | $120K + | Silver | 42 | 1 | 3 | 1 | 34516.000 | 1161 | 0.740 | 8212 | 100 | 0.695 | 0.034 | 0 | 0 |
| 9005 | 50 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 1 | 3 | 1 | 8014.000 | 1250 | 0.667 | 6950 | 84 | 0.585 | 0.156 | 0 | 0 |
| 9006 | 44 | F | 4 | NaN | Married | Less than $40K | Blue | 39 | 1 | 1 | 1 | 2771.000 | 1779 | 0.841 | 8268 | 73 | 0.698 | 0.642 | 0 | 0 |
| 9007 | 51 | M | 2 | Graduate | Married | $120K + | Silver | 36 | 1 | 1 | 2 | 34516.000 | 1702 | 0.705 | 8652 | 98 | 0.849 | 0.049 | 0 | 0 |
| 9008 | 45 | F | 3 | High School | Married | abc | Blue | 40 | 1 | 4 | 2 | 8383.000 | 0 | 1.036 | 5460 | 63 | 0.853 | 0.000 | 1 | 1 |
| 9009 | 44 | F | 2 | NaN | Single | Less than $40K | Gold | 30 | 1 | 3 | 3 | 15365.000 | 630 | 0.807 | 7890 | 91 | 0.685 | 0.041 | 0 | 0 |
| 9010 | 48 | F | 4 | High School | Married | Less than $40K | Blue | 30 | 2 | 3 | 2 | 2913.000 | 0 | 1.058 | 4955 | 56 | 0.806 | 0.000 | 1 | 1 |
| 9011 | 40 | F | 2 | Uneducated | Single | Less than $40K | Blue | 34 | 1 | 2 | 1 | 4748.000 | 2085 | 0.615 | 7288 | 88 | 0.600 | 0.439 | 0 | 0 |
| 9012 | 50 | M | 2 | Graduate | Single | $80K - $120K | Silver | 35 | 1 | 2 | 3 | 34516.000 | 0 | 0.742 | 7745 | 83 | 0.729 | 0.000 | 0 | 1 |
| 9013 | 38 | F | 1 | College | NaN | Less than $40K | Blue | 32 | 2 | 3 | 3 | 2609.000 | 1259 | 0.871 | 8677 | 96 | 0.627 | 0.483 | 0 | 0 |
| 9014 | 43 | F | 5 | College | Single | $40K - $60K | Blue | 32 | 2 | 3 | 1 | 11508.000 | 0 | 1.005 | 5242 | 74 | 0.574 | 0.000 | 1 | 0 |
| 9015 | 45 | F | 4 | Graduate | NaN | Less than $40K | Blue | 38 | 2 | 2 | 1 | 2396.000 | 887 | 0.604 | 7480 | 84 | 0.787 | 0.370 | 0 | 0 |
| 9016 | 49 | M | 4 | Uneducated | Married | $120K + | Blue | 38 | 2 | 3 | 1 | 18991.000 | 1208 | 0.727 | 7716 | 83 | 0.804 | 0.064 | 0 | 0 |
| 9017 | 44 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 10908.000 | 0 | 0.983 | 4883 | 42 | 0.500 | 0.000 | 1 | 1 |
| 9018 | 53 | M | 3 | Graduate | NaN | $40K - $60K | Blue | 48 | 2 | 2 | 2 | 14627.000 | 1997 | 0.718 | 7766 | 82 | 0.745 | 0.137 | 0 | 0 |
| 9019 | 46 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 2219.000 | 1180 | 0.768 | 8686 | 91 | 0.625 | 0.532 | 0 | 0 |
| 9020 | 56 | M | 4 | Graduate | Single | $80K - $120K | Blue | 46 | 2 | 3 | 1 | 25736.000 | 1388 | 0.743 | 7209 | 91 | 0.596 | 0.054 | 0 | 0 |
| 9021 | 63 | M | 0 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 3 | 1 | 7997.000 | 1096 | 0.716 | 7747 | 104 | 0.651 | 0.137 | 0 | 0 |
| 9022 | 40 | M | 5 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 2849.000 | 1741 | 0.791 | 8669 | 99 | 0.768 | 0.611 | 0 | 0 |
| 9023 | 45 | M | 5 | Graduate | Married | $80K - $120K | Blue | 40 | 1 | 2 | 0 | 29227.000 | 1151 | 0.730 | 8420 | 100 | 0.852 | 0.039 | 0 | 0 |
| 9024 | 52 | M | 2 | Doctorate | Married | $120K + | Blue | 44 | 1 | 2 | 2 | 34516.000 | 1382 | 0.856 | 8604 | 108 | 0.714 | 0.040 | 0 | 0 |
| 9025 | 50 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 43 | 1 | 3 | 1 | 12458.000 | 1332 | 0.680 | 8752 | 95 | 0.863 | 0.107 | 0 | 0 |
| 9026 | 62 | M | 1 | High School | Single | $60K - $80K | Blue | 46 | 2 | 3 | 3 | 7547.000 | 2477 | 1.021 | 5294 | 73 | 0.698 | 0.328 | 1 | 1 |
| 9027 | 44 | M | 4 | NaN | Married | $120K + | Blue | 36 | 4 | 3 | 3 | 34516.000 | 0 | 1.043 | 5425 | 60 | 0.875 | 0.000 | 1 | 1 |
| 9028 | 45 | F | 4 | Graduate | Married | Less than $40K | Silver | 40 | 2 | 5 | 2 | 10677.000 | 0 | 0.905 | 8637 | 94 | 0.808 | 0.000 | 0 | 0 |
| 9029 | 53 | M | 5 | Uneducated | NaN | $80K - $120K | Blue | 47 | 2 | 3 | 2 | 2340.000 | 1612 | 0.696 | 8851 | 88 | 0.833 | 0.689 | 0 | 0 |
| 9030 | 38 | F | 3 | High School | Single | $40K - $60K | Gold | 26 | 2 | 2 | 1 | 23981.000 | 0 | 0.741 | 7872 | 103 | 0.635 | 0.000 | 0 | 0 |
| 9031 | 44 | F | 4 | Doctorate | Married | $40K - $60K | Blue | 30 | 1 | 3 | 1 | 6329.000 | 1643 | 0.706 | 8514 | 109 | 0.730 | 0.260 | 0 | 0 |
| 9032 | 42 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 37 | 2 | 3 | 3 | 4960.000 | 1724 | 0.879 | 8218 | 88 | 0.913 | 0.348 | 0 | 1 |
| 9033 | 44 | M | 2 | High School | NaN | $60K - $80K | Silver | 39 | 1 | 2 | 3 | 34516.000 | 1601 | 0.686 | 7491 | 86 | 0.720 | 0.046 | 0 | 0 |
| 9034 | 55 | F | 3 | College | Single | Less than $40K | Gold | 35 | 2 | 3 | 3 | 15987.000 | 1973 | 0.705 | 7345 | 98 | 0.463 | 0.123 | 0 | 0 |
| 9035 | 52 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3244.000 | 1855 | 0.700 | 8087 | 95 | 0.792 | 0.572 | 0 | 0 |
| 9036 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 1 | 2 | 3 | 7298.000 | 2517 | 0.838 | 7973 | 88 | 0.692 | 0.345 | 0 | 0 |
| 9037 | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 40 | 1 | 1 | 3 | 28307.000 | 1506 | 0.818 | 9042 | 122 | 0.605 | 0.053 | 0 | 0 |
| 9038 | 47 | M | 2 | Graduate | Married | $40K - $60K | Blue | 42 | 2 | 3 | 3 | 2430.000 | 1657 | 0.659 | 8444 | 100 | 0.449 | 0.682 | 0 | 0 |
| 9039 | 49 | M | 1 | Graduate | Married | $120K + | Blue | 29 | 2 | 3 | 2 | 7650.000 | 2045 | 0.891 | 8609 | 109 | 0.758 | 0.267 | 0 | 0 |
| 9040 | 47 | F | 3 | College | Divorced | $40K - $60K | Blue | 41 | 1 | 2 | 1 | 6443.000 | 2073 | 0.800 | 9277 | 92 | 0.769 | 0.322 | 0 | 0 |
| 9041 | 47 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 41 | 1 | 2 | 1 | 13356.000 | 1497 | 0.753 | 8963 | 105 | 0.694 | 0.112 | 0 | 0 |
| 9042 | 56 | M | 2 | Graduate | Single | $120K + | Blue | 51 | 1 | 1 | 2 | 4675.000 | 1340 | 0.680 | 8037 | 100 | 0.852 | 0.287 | 0 | 0 |
| 9043 | 61 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 52 | 2 | 1 | 1 | 2177.000 | 1329 | 0.647 | 7037 | 82 | 0.745 | 0.610 | 0 | 0 |
| 9044 | 45 | M | 4 | Doctorate | Single | $120K + | Gold | 36 | 1 | 3 | 1 | 34516.000 | 1411 | 0.701 | 8007 | 96 | 0.778 | 0.041 | 0 | 0 |
| 9045 | 49 | F | 2 | Graduate | Married | Less than $40K | Blue | 39 | 2 | 3 | 3 | 2821.000 | 1995 | 0.620 | 8220 | 103 | 0.635 | 0.707 | 0 | 0 |
| 9046 | 44 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 2 | 3 | 6769.000 | 1133 | 0.743 | 7986 | 88 | 0.600 | 0.167 | 0 | 0 |
| 9047 | 50 | M | 1 | Post-Graduate | NaN | $80K - $120K | Gold | 36 | 2 | 3 | 2 | 34516.000 | 0 | 1.032 | 5547 | 75 | 0.744 | 0.000 | 1 | 1 |
| 9048 | 51 | M | 1 | High School | Married | $120K + | Blue | 43 | 2 | 3 | 2 | 30172.000 | 1825 | 0.800 | 8879 | 101 | 0.578 | 0.060 | 0 | 0 |
| 9049 | 44 | F | 5 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 7742.000 | 1163 | 0.729 | 9081 | 100 | 0.852 | 0.150 | 0 | 0 |
| 9050 | 46 | M | 3 | NaN | Single | $80K - $120K | Blue | 35 | 2 | 1 | 1 | 11814.000 | 1440 | 0.798 | 9185 | 100 | 0.695 | 0.122 | 0 | 0 |
| 9051 | 41 | M | 4 | NaN | Married | $80K - $120K | Blue | 32 | 2 | 1 | 3 | 28687.000 | 1607 | 0.748 | 7523 | 90 | 0.636 | 0.056 | 0 | 0 |
| 9052 | 51 | M | 4 | Graduate | Married | $60K - $80K | Silver | 33 | 1 | 3 | 3 | 25653.000 | 2059 | 0.702 | 8305 | 103 | 0.746 | 0.080 | 0 | 0 |
| 9053 | 52 | F | 1 | Graduate | Single | $40K - $60K | Blue | 40 | 2 | 1 | 2 | 4705.000 | 890 | 0.723 | 8226 | 97 | 0.644 | 0.189 | 0 | 0 |
| 9054 | 39 | M | 3 | High School | Married | $80K - $120K | Blue | 27 | 1 | 3 | 1 | 19150.000 | 1093 | 0.716 | 8327 | 85 | 0.545 | 0.057 | 0 | 0 |
| 9055 | 38 | M | 2 | High School | Single | $60K - $80K | Gold | 18 | 1 | 2 | 3 | 34516.000 | 1494 | 0.588 | 7885 | 85 | 0.635 | 0.043 | 0 | 0 |
| 9056 | 51 | M | 3 | Graduate | Married | $80K - $120K | Blue | 46 | 1 | 3 | 1 | 11765.000 | 1429 | 0.817 | 8914 | 99 | 0.768 | 0.121 | 0 | 0 |
| 9057 | 41 | M | 3 | High School | Divorced | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 16627.000 | 2118 | 0.589 | 7996 | 99 | 0.597 | 0.127 | 0 | 0 |
| 9058 | 43 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 1 | 1 | 3 | 13553.000 | 1448 | 0.925 | 8751 | 94 | 0.808 | 0.107 | 0 | 0 |
| 9059 | 40 | M | 3 | High School | Married | $60K - $80K | Blue | 28 | 2 | 3 | 1 | 11476.000 | 2365 | 0.650 | 8110 | 113 | 0.766 | 0.206 | 0 | 0 |
| 9060 | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 54 | 1 | 3 | 1 | 5182.000 | 1459 | 0.720 | 7960 | 112 | 0.697 | 0.282 | 0 | 0 |
| 9061 | 44 | M | 2 | Post-Graduate | Married | $60K - $80K | Blue | 34 | 6 | 3 | 4 | 23026.000 | 2517 | 1.032 | 4909 | 52 | 0.625 | 0.109 | 1 | 1 |
| 9062 | 48 | M | 4 | Graduate | Married | $60K - $80K | Blue | 37 | 2 | 2 | 1 | 18477.000 | 0 | 0.771 | 8695 | 95 | 0.583 | 0.000 | 0 | 0 |
| 9063 | 49 | M | 4 | NaN | Married | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 29890.000 | 0 | 0.640 | 3315 | 47 | 0.382 | 0.000 | 1 | 1 |
| 9064 | 48 | M | 3 | NaN | NaN | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 8290.000 | 1030 | 0.870 | 8980 | 93 | 0.755 | 0.124 | 0 | 0 |
| 9065 | 44 | M | 3 | College | Married | $40K - $60K | Silver | 36 | 2 | 1 | 2 | 16199.000 | 1533 | 0.855 | 8150 | 106 | 0.631 | 0.095 | 0 | 0 |
| 9066 | 54 | F | 1 | NaN | Single | abc | Blue | 36 | 1 | 3 | 3 | 3723.000 | 1728 | 0.595 | 8554 | 99 | 0.678 | 0.464 | 0 | 0 |
| 9067 | 45 | M | 2 | Graduate | Single | Less than $40K | Silver | 32 | 2 | 1 | 3 | 12695.000 | 1613 | 0.852 | 8328 | 94 | 0.843 | 0.127 | 0 | 0 |
| 9068 | 54 | F | 0 | Graduate | Single | abc | Platinum | 38 | 2 | 2 | 2 | 34516.000 | 0 | 0.695 | 3901 | 54 | 0.421 | 0.000 | 1 | 1 |
| 9069 | 46 | M | 2 | NaN | Married | $60K - $80K | Silver | 39 | 2 | 1 | 1 | 30379.000 | 2175 | 0.670 | 9059 | 100 | 0.562 | 0.072 | 0 | 0 |
| 9070 | 37 | F | 3 | Graduate | Single | $40K - $60K | Blue | 25 | 2 | 2 | 3 | 9875.000 | 1239 | 0.939 | 8920 | 105 | 0.694 | 0.125 | 0 | 0 |
| 9071 | 41 | M | 4 | NaN | Married | $60K - $80K | Platinum | 26 | 1 | 1 | 2 | 34516.000 | 1559 | 0.759 | 8888 | 104 | 0.763 | 0.045 | 0 | 0 |
| 9072 | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 37 | 1 | 3 | 3 | 2600.000 | 2047 | 0.749 | 8804 | 111 | 0.682 | 0.787 | 0 | 0 |
| 9073 | 39 | M | 2 | NaN | Single | $80K - $120K | Gold | 33 | 1 | 3 | 2 | 34516.000 | 0 | 0.724 | 9179 | 113 | 0.766 | 0.000 | 0 | 0 |
| 9074 | 61 | M | 0 | Post-Graduate | Single | $60K - $80K | Blue | 43 | 5 | 3 | 2 | 12218.000 | 0 | 1.005 | 5272 | 62 | 0.590 | 0.000 | 1 | 1 |
| 9075 | 51 | M | 3 | Uneducated | Married | $80K - $120K | Silver | 37 | 1 | 2 | 1 | 34516.000 | 0 | 0.814 | 8736 | 97 | 0.702 | 0.000 | 0 | 0 |
| 9076 | 48 | F | 2 | Uneducated | Divorced | $40K - $60K | Silver | 39 | 2 | 2 | 2 | 21754.000 | 0 | 0.830 | 9105 | 104 | 0.763 | 0.000 | 0 | 0 |
| 9077 | 46 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 35 | 1 | 1 | 0 | 8396.000 | 604 | 0.827 | 8329 | 101 | 0.656 | 0.072 | 0 | 0 |
| 9078 | 39 | F | 1 | NaN | Single | Less than $40K | Platinum | 35 | 1 | 2 | 3 | 15987.000 | 1494 | 0.731 | 8438 | 92 | 0.840 | 0.093 | 0 | 0 |
| 9079 | 55 | F | 0 | Graduate | Single | Less than $40K | Silver | 49 | 1 | 2 | 3 | 12094.000 | 1870 | 0.845 | 8285 | 106 | 0.738 | 0.155 | 0 | 0 |
| 9080 | 44 | M | 4 | High School | Single | $60K - $80K | Blue | 36 | 1 | 1 | 3 | 2946.000 | 743 | 0.827 | 8553 | 88 | 0.872 | 0.252 | 0 | 0 |
| 9081 | 48 | M | 2 | Uneducated | Single | $40K - $60K | Silver | 40 | 2 | 3 | 2 | 17812.000 | 0 | 0.750 | 8379 | 106 | 0.606 | 0.000 | 0 | 0 |
| 9082 | 46 | F | 4 | College | Single | $40K - $60K | Blue | 41 | 2 | 3 | 3 | 13743.000 | 0 | 0.947 | 9406 | 106 | 0.767 | 0.000 | 0 | 0 |
| 9083 | 39 | F | 2 | NaN | Single | $40K - $60K | Gold | 36 | 5 | 3 | 3 | 23981.000 | 1696 | 0.837 | 8646 | 97 | 0.902 | 0.071 | 0 | 0 |
| 9084 | 45 | F | 2 | Uneducated | Divorced | $40K - $60K | Silver | 40 | 5 | 2 | 2 | 15785.000 | 1174 | 0.732 | 8097 | 105 | 0.842 | 0.074 | 0 | 0 |
| 9085 | 43 | F | 4 | Graduate | Single | Less than $40K | Blue | 32 | 4 | 3 | 1 | 3015.000 | 0 | 1.058 | 5372 | 75 | 0.596 | 0.000 | 1 | 1 |
| 9086 | 40 | F | 3 | High School | Married | $40K - $60K | Silver | 34 | 2 | 2 | 2 | 19000.000 | 1568 | 0.688 | 8443 | 97 | 0.865 | 0.083 | 0 | 0 |
| 9087 | 49 | M | 2 | High School | Married | $120K + | Blue | 39 | 2 | 3 | 2 | 11714.000 | 949 | 1.036 | 5366 | 68 | 0.659 | 0.081 | 1 | 1 |
| 9088 | 39 | F | 2 | NaN | Single | $40K - $60K | Blue | 29 | 2 | 2 | 2 | 11135.000 | 1563 | 0.746 | 8777 | 112 | 0.778 | 0.140 | 0 | 0 |
| 9089 | 47 | M | 2 | College | Married | $60K - $80K | Silver | 35 | 2 | 1 | 1 | 34516.000 | 1349 | 0.674 | 8582 | 106 | 0.767 | 0.039 | 0 | 0 |
| 9090 | 42 | M | 4 | Graduate | Single | $80K - $120K | Silver | 38 | 2 | 1 | 3 | 34516.000 | 2273 | 0.860 | 8502 | 103 | 0.717 | 0.066 | 0 | 0 |
| 9091 | 44 | F | 1 | NaN | Divorced | Less than $40K | Silver | 34 | 1 | 1 | 3 | 13259.000 | 866 | 0.810 | 8998 | 102 | 0.672 | 0.065 | 0 | 0 |
| 9092 | 47 | M | 1 | College | Married | $80K - $120K | Blue | 39 | 2 | 3 | 1 | 5660.000 | 2210 | 0.583 | 7867 | 100 | 0.695 | 0.390 | 0 | 0 |
| 9093 | 63 | M | 1 | High School | Single | $60K - $80K | Blue | 54 | 2 | 3 | 3 | 23355.000 | 1061 | 0.864 | 8634 | 95 | 0.900 | 0.045 | 0 | 0 |
| 9094 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 31 | 1 | 5 | 3 | 20734.000 | 2517 | 0.888 | 8888 | 103 | 0.717 | 0.121 | 0 | 0 |
| 9095 | 43 | F | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 2 | 1 | 3 | 2476.000 | 1396 | 0.838 | 8785 | 111 | 0.609 | 0.564 | 0 | 0 |
| 9096 | 55 | M | 4 | Graduate | Single | $120K + | Silver | 36 | 2 | 2 | 3 | 34516.000 | 2443 | 0.827 | 8765 | 105 | 0.721 | 0.071 | 0 | 0 |
| 9097 | 46 | F | 4 | High School | NaN | Less than $40K | Blue | 37 | 5 | 3 | 3 | 7552.000 | 0 | 1.047 | 5537 | 63 | 0.853 | 0.000 | 1 | 1 |
| 9098 | 42 | M | 3 | NaN | Married | Less than $40K | Silver | 31 | 1 | 1 | 1 | 14630.000 | 0 | 0.752 | 8217 | 99 | 0.650 | 0.000 | 0 | 0 |
| 9099 | 43 | M | 3 | Graduate | Single | $40K - $60K | Blue | 35 | 5 | 3 | 2 | 6080.000 | 787 | 0.975 | 4866 | 56 | 0.647 | 0.129 | 1 | 1 |
| 9100 | 51 | M | 1 | High School | Single | $80K - $120K | Blue | 38 | 2 | 3 | 3 | 28605.000 | 0 | 1.054 | 5524 | 67 | 0.718 | 0.000 | 1 | 1 |
| 9101 | 49 | M | 4 | NaN | NaN | $80K - $120K | Blue | 39 | 2 | 2 | 2 | 2886.000 | 925 | 0.946 | 5481 | 58 | 0.758 | 0.321 | 1 | 1 |
| 9102 | 51 | F | 2 | Graduate | Single | abc | Platinum | 32 | 2 | 3 | 3 | 34516.000 | 531 | 0.980 | 5418 | 65 | 0.711 | 0.015 | 1 | 1 |
| 9103 | 31 | F | 0 | Uneducated | Divorced | Less than $40K | Silver | 23 | 2 | 2 | 1 | 10850.000 | 1873 | 0.995 | 13794 | 127 | 0.789 | 0.173 | 0 | 0 |
| 9104 | 43 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 32 | 2 | 1 | 2 | 24244.000 | 1649 | 0.776 | 8074 | 84 | 0.647 | 0.068 | 0 | 0 |
| 9105 | 59 | M | 0 | Graduate | Single | $60K - $80K | Blue | 46 | 2 | 3 | 2 | 17218.000 | 1829 | 0.638 | 7971 | 97 | 0.830 | 0.106 | 0 | 0 |
| 9106 | 41 | F | 2 | NaN | Married | abc | Blue | 21 | 2 | 3 | 1 | 14746.000 | 0 | 0.857 | 14771 | 127 | 0.628 | 0.000 | 0 | 0 |
| 9107 | 53 | M | 2 | College | Single | $120K + | Gold | 36 | 2 | 1 | 1 | 34516.000 | 1051 | 0.863 | 8938 | 114 | 0.676 | 0.030 | 0 | 0 |
| 9108 | 39 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 1 | 3 | 34458.000 | 846 | 0.817 | 8271 | 94 | 0.880 | 0.025 | 0 | 0 |
| 9109 | 57 | M | 3 | NaN | Single | $120K + | Silver | 49 | 1 | 2 | 1 | 34516.000 | 2517 | 0.693 | 8596 | 102 | 0.672 | 0.073 | 0 | 0 |
| 9110 | 60 | M | 1 | High School | Divorced | $40K - $60K | Blue | 53 | 2 | 3 | 3 | 9369.000 | 1813 | 0.658 | 7699 | 101 | 0.629 | 0.194 | 0 | 0 |
| 9111 | 51 | M | 0 | High School | NaN | $80K - $120K | Blue | 44 | 2 | 2 | 3 | 22741.000 | 2176 | 0.689 | 8438 | 100 | 0.887 | 0.096 | 0 | 0 |
| 9112 | 46 | F | 3 | NaN | Single | $40K - $60K | Blue | 39 | 4 | 3 | 3 | 9110.000 | 2517 | 1.052 | 5290 | 69 | 0.816 | 0.276 | 1 | 1 |
| 9113 | 45 | M | 2 | Graduate | Married | $60K - $80K | Platinum | 31 | 2 | 2 | 1 | 34516.000 | 1308 | 0.746 | 8773 | 105 | 0.780 | 0.038 | 0 | 0 |
| 9114 | 41 | M | 3 | Graduate | Married | $60K - $80K | Blue | 29 | 2 | 2 | 1 | 17277.000 | 2151 | 0.701 | 8838 | 97 | 0.732 | 0.125 | 0 | 0 |
| 9115 | 56 | M | 0 | High School | NaN | $120K + | Blue | 49 | 2 | 2 | 2 | 34516.000 | 2156 | 0.698 | 8766 | 78 | 0.814 | 0.062 | 0 | 1 |
| 9116 | 39 | F | 3 | Uneducated | Single | abc | Silver | 35 | 2 | 2 | 3 | 33565.000 | 1627 | 0.660 | 8360 | 94 | 0.843 | 0.048 | 0 | 0 |
| 9117 | 49 | F | 3 | Graduate | Single | $40K - $60K | Silver | 36 | 1 | 3 | 1 | 20176.000 | 2219 | 0.693 | 8255 | 86 | 0.911 | 0.110 | 0 | 0 |
| 9118 | 45 | M | 3 | Graduate | Single | $40K - $60K | Blue | 38 | 1 | 3 | 1 | 3751.000 | 1869 | 0.926 | 9497 | 106 | 0.710 | 0.498 | 0 | 0 |
| 9119 | 47 | F | 5 | NaN | NaN | Less than $40K | Blue | 42 | 2 | 1 | 2 | 2519.000 | 1584 | 0.760 | 8852 | 95 | 0.759 | 0.629 | 0 | 0 |
| 9120 | 50 | M | 2 | NaN | Married | $40K - $60K | Blue | 43 | 4 | 3 | 3 | 13067.000 | 0 | 1.061 | 5468 | 71 | 0.775 | 0.000 | 1 | 1 |
| 9121 | 45 | F | 3 | High School | Married | $40K - $60K | Blue | 37 | 6 | 2 | 2 | 3399.000 | 0 | 0.991 | 5529 | 78 | 0.660 | 0.000 | 1 | 1 |
| 9122 | 45 | M | 2 | High School | Married | $40K - $60K | Blue | 33 | 1 | 3 | 3 | 11529.000 | 1823 | 0.727 | 8135 | 97 | 0.702 | 0.158 | 0 | 0 |
| 9123 | 40 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 31 | 1 | 3 | 2 | 8694.000 | 1117 | 0.842 | 9523 | 105 | 0.694 | 0.128 | 0 | 0 |
| 9124 | 52 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 3 | 6616.000 | 831 | 0.707 | 9065 | 85 | 0.735 | 0.126 | 0 | 0 |
| 9125 | 51 | M | 2 | Graduate | Married | $40K - $60K | Blue | 45 | 2 | 2 | 2 | 11467.000 | 1146 | 1.018 | 14373 | 97 | 0.764 | 0.100 | 0 | 0 |
| 9126 | 44 | M | 2 | Graduate | NaN | $80K - $120K | Blue | 37 | 2 | 3 | 0 | 15821.000 | 1334 | 0.810 | 8927 | 103 | 0.635 | 0.084 | 0 | 0 |
| 9127 | 56 | F | 3 | Uneducated | Single | abc | Platinum | 46 | 2 | 3 | 2 | 34516.000 | 0 | 0.887 | 8416 | 93 | 0.632 | 0.000 | 0 | 0 |
| 9128 | 30 | M | 1 | High School | Married | $60K - $80K | Blue | 16 | 1 | 3 | 3 | 15795.000 | 1742 | 1.022 | 13173 | 96 | 0.846 | 0.110 | 0 | 0 |
| 9129 | 62 | F | 1 | Graduate | Single | Less than $40K | Blue | 56 | 1 | 2 | 1 | 3109.000 | 0 | 1.054 | 5470 | 72 | 0.674 | 0.000 | 1 | 1 |
| 9130 | 47 | F | 4 | Post-Graduate | Single | Less than $40K | Blue | 27 | 1 | 2 | 2 | 8837.000 | 2517 | 0.618 | 8210 | 100 | 0.754 | 0.285 | 0 | 0 |
| 9131 | 42 | F | 4 | NaN | Married | Less than $40K | Blue | 37 | 2 | 1 | 3 | 6551.000 | 1718 | 1.207 | 13363 | 99 | 0.623 | 0.262 | 0 | 0 |
| 9132 | 52 | F | 2 | High School | Single | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 2540.000 | 1093 | 0.783 | 9339 | 99 | 0.737 | 0.430 | 0 | 0 |
| 9133 | 46 | F | 4 | Uneducated | Divorced | abc | Blue | 34 | 2 | 3 | 1 | 8110.000 | 1549 | 0.808 | 8033 | 94 | 0.649 | 0.191 | 0 | 0 |
| 9134 | 54 | F | 3 | Graduate | Single | abc | Blue | 47 | 2 | 3 | 1 | 6146.000 | 2210 | 0.905 | 12956 | 97 | 0.796 | 0.360 | 0 | 0 |
| 9135 | 58 | M | 2 | NaN | Single | $60K - $80K | Blue | 48 | 2 | 1 | 2 | 2236.000 | 710 | 0.434 | 2562 | 38 | 0.462 | 0.318 | 1 | 1 |
| 9136 | 34 | M | 1 | NaN | Single | $80K - $120K | Blue | 22 | 1 | 2 | 2 | 3711.000 | 1413 | 0.175 | 3922 | 51 | 0.645 | 0.381 | 1 | 1 |
| 9137 | 43 | F | 4 | Uneducated | Married | Less than $40K | Blue | 30 | 2 | 2 | 3 | 2082.000 | 1794 | 0.735 | 3423 | 48 | 0.920 | 0.862 | 1 | 1 |
| 9138 | 49 | M | 4 | Graduate | Married | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 9959.000 | 2216 | 0.747 | 15139 | 90 | 0.837 | 0.223 | 0 | 0 |
| 9139 | 55 | M | 4 | NaN | Single | $60K - $80K | Blue | 48 | 2 | 2 | 3 | 18980.000 | 2517 | 0.655 | 8295 | 113 | 0.687 | 0.133 | 0 | 0 |
| 9140 | 47 | F | 3 | Graduate | Married | $40K - $60K | Silver | 29 | 1 | 2 | 2 | 15472.000 | 865 | 0.756 | 14132 | 103 | 0.746 | 0.056 | 0 | 0 |
| 9141 | 50 | F | 2 | NaN | Single | abc | Blue | 42 | 1 | 3 | 3 | 21498.000 | 1542 | 0.759 | 13015 | 104 | 0.857 | 0.072 | 0 | 0 |
| 9142 | 41 | F | 1 | High School | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 2667.000 | 0 | 0.494 | 4399 | 54 | 0.862 | 0.000 | 1 | 1 |
| 9143 | 44 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 1 | 2 | 1 | 4291.000 | 1285 | 0.846 | 15511 | 101 | 0.629 | 0.299 | 0 | 0 |
| 9144 | 39 | M | 2 | College | Married | $60K - $80K | Blue | 26 | 1 | 2 | 2 | 3879.000 | 0 | 0.928 | 7786 | 81 | 0.929 | 0.000 | 1 | 1 |
| 9145 | 43 | M | 5 | Graduate | NaN | $60K - $80K | Blue | 28 | 1 | 3 | 1 | 12773.000 | 1637 | 0.919 | 14833 | 114 | 0.583 | 0.128 | 0 | 0 |
| 9146 | 32 | M | 0 | High School | Single | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 6224.000 | 1965 | 0.739 | 13630 | 124 | 0.699 | 0.316 | 0 | 0 |
| 9147 | 40 | M | 3 | NaN | Single | $60K - $80K | Blue | 34 | 2 | 2 | 1 | 9594.000 | 2517 | 0.945 | 14213 | 100 | 0.786 | 0.262 | 0 | 0 |
| 9148 | 49 | M | 2 | NaN | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 12518.000 | 1722 | 0.891 | 14276 | 96 | 0.778 | 0.138 | 0 | 0 |
| 9149 | 56 | F | 1 | College | Single | Less than $40K | Blue | 48 | 4 | 2 | 2 | 2783.000 | 1763 | 0.344 | 3967 | 42 | 0.400 | 0.633 | 1 | 1 |
| 9150 | 60 | F | 0 | Graduate | Married | Less than $40K | Blue | 55 | 2 | 1 | 3 | 3773.000 | 0 | 0.684 | 14264 | 118 | 0.873 | 0.000 | 0 | 0 |
| 9151 | 41 | F | 5 | High School | Married | $40K - $60K | Silver | 36 | 2 | 1 | 1 | 19281.000 | 1805 | 0.893 | 15423 | 110 | 0.692 | 0.094 | 0 | 0 |
| 9152 | 43 | F | 5 | Graduate | Married | Less than $40K | Silver | 33 | 6 | 3 | 2 | 14806.000 | 2517 | 0.558 | 4804 | 57 | 0.462 | 0.170 | 1 | 1 |
| 9153 | 32 | M | 0 | Graduate | Divorced | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 7473.000 | 1253 | 0.980 | 13400 | 104 | 0.733 | 0.168 | 0 | 0 |
| 9154 | 47 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 1 | 1 | 2 | 3108.000 | 1978 | 0.917 | 14965 | 127 | 0.716 | 0.636 | 0 | 0 |
| 9155 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 33 | 1 | 3 | 1 | 34516.000 | 975 | 0.738 | 12871 | 104 | 0.552 | 0.028 | 0 | 0 |
| 9156 | 41 | M | 2 | Graduate | Single | $120K + | Blue | 37 | 5 | 3 | 4 | 27742.000 | 2517 | 0.835 | 8646 | 85 | 0.977 | 0.091 | 1 | 1 |
| 9157 | 51 | F | 1 | Uneducated | Single | Less than $40K | Silver | 41 | 6 | 2 | 3 | 14563.000 | 1309 | 0.708 | 6408 | 70 | 0.944 | 0.090 | 1 | 1 |
| 9158 | 58 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 46 | 1 | 3 | 1 | 10286.000 | 0 | 0.908 | 8199 | 59 | 0.903 | 0.000 | 1 | 1 |
| 9159 | 48 | F | 2 | Graduate | Divorced | abc | Blue | 43 | 2 | 3 | 3 | 7791.000 | 1472 | 0.979 | 13945 | 107 | 0.754 | 0.189 | 0 | 0 |
| 9160 | 53 | F | 3 | Uneducated | Married | Less than $40K | Blue | 47 | 1 | 3 | 2 | 3733.000 | 1620 | 0.765 | 15200 | 118 | 0.934 | 0.434 | 0 | 0 |
| 9161 | 52 | M | 1 | Graduate | Single | $80K - $120K | Silver | 44 | 2 | 1 | 2 | 34516.000 | 1618 | 1.000 | 11603 | 109 | 0.847 | 0.047 | 0 | 0 |
| 9162 | 45 | F | 4 | High School | Single | Less than $40K | Silver | 36 | 2 | 5 | 2 | 14416.000 | 0 | 0.788 | 13820 | 99 | 0.650 | 0.000 | 0 | 0 |
| 9163 | 41 | M | 3 | Uneducated | Married | $120K + | Blue | 36 | 1 | 2 | 3 | 34516.000 | 0 | 0.377 | 5603 | 56 | 0.244 | 0.000 | 1 | 1 |
| 9164 | 37 | F | 2 | Graduate | Divorced | Less than $40K | Silver | 32 | 1 | 3 | 2 | 12033.000 | 1025 | 0.684 | 12603 | 106 | 0.893 | 0.085 | 0 | 0 |
| 9165 | 44 | M | 4 | High School | Single | $60K - $80K | Gold | 29 | 1 | 2 | 1 | 34516.000 | 1930 | 0.615 | 12478 | 97 | 0.764 | 0.056 | 0 | 0 |
| 9166 | 49 | F | 2 | NaN | Married | Less than $40K | Blue | 41 | 5 | 2 | 2 | 3243.000 | 0 | 0.685 | 6059 | 71 | 0.821 | 0.000 | 1 | 1 |
| 9167 | 32 | F | 2 | NaN | Married | Less than $40K | Blue | 20 | 1 | 3 | 2 | 9761.000 | 1470 | 0.796 | 14334 | 97 | 0.732 | 0.151 | 0 | 0 |
| 9168 | 36 | F | 2 | Graduate | Married | Less than $40K | Blue | 30 | 1 | 3 | 2 | 5723.000 | 0 | 0.850 | 12403 | 120 | 0.690 | 0.000 | 0 | 0 |
| 9169 | 47 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 41 | 1 | 1 | 3 | 9947.000 | 2496 | 0.802 | 14576 | 110 | 0.774 | 0.251 | 0 | 0 |
| 9170 | 49 | M | 0 | Uneducated | Married | $60K - $80K | Blue | 38 | 1 | 3 | 2 | 3599.000 | 0 | 0.738 | 13324 | 110 | 0.594 | 0.000 | 0 | 0 |
| 9171 | 58 | M | 2 | Doctorate | Married | $120K + | Blue | 48 | 2 | 3 | 1 | 12648.000 | 1604 | 0.719 | 14465 | 125 | 0.712 | 0.127 | 0 | 0 |
| 9172 | 45 | M | 3 | Uneducated | Married | $40K - $60K | Blue | 28 | 2 | 2 | 5 | 4572.000 | 0 | 0.480 | 3555 | 42 | 0.400 | 0.000 | 1 | 1 |
| 9173 | 53 | F | 5 | NaN | Married | Less than $40K | Blue | 42 | 1 | 2 | 2 | 4021.000 | 1745 | 0.784 | 14567 | 120 | 0.846 | 0.434 | 0 | 0 |
| 9174 | 45 | M | 5 | High School | Married | $80K - $120K | Blue | 25 | 1 | 3 | 3 | 25601.000 | 1384 | 0.745 | 12896 | 100 | 0.852 | 0.054 | 0 | 0 |
| 9175 | 44 | M | 4 | Uneducated | NaN | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 25428.000 | 1528 | 0.725 | 13360 | 97 | 0.796 | 0.060 | 0 | 0 |
| 9176 | 54 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 44 | 2 | 5 | 3 | 4216.000 | 1290 | 0.860 | 13787 | 121 | 0.571 | 0.306 | 0 | 0 |
| 9177 | 38 | F | 2 | High School | Married | $40K - $60K | Blue | 27 | 2 | 1 | 2 | 3140.000 | 2517 | 0.801 | 13677 | 122 | 0.821 | 0.802 | 0 | 0 |
| 9178 | 46 | M | 3 | Doctorate | Married | $60K - $80K | Blue | 31 | 2 | 2 | 2 | 21161.000 | 1198 | 0.783 | 13119 | 104 | 0.625 | 0.057 | 0 | 0 |
| 9179 | 41 | F | 2 | Uneducated | Married | abc | Blue | 32 | 2 | 5 | 3 | 5877.000 | 1713 | 0.791 | 15106 | 91 | 0.978 | 0.291 | 0 | 0 |
| 9180 | 48 | F | 2 | Doctorate | Married | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 9074.000 | 1648 | 0.727 | 14084 | 110 | 0.803 | 0.182 | 0 | 0 |
| 9181 | 53 | M | 2 | High School | Single | $60K - $80K | Blue | 49 | 2 | 3 | 2 | 4142.000 | 2252 | 0.714 | 15078 | 117 | 0.746 | 0.544 | 0 | 0 |
| 9182 | 39 | M | 3 | Graduate | Married | $40K - $60K | Blue | 29 | 2 | 2 | 2 | 3152.000 | 1174 | 0.862 | 13670 | 117 | 0.857 | 0.372 | 0 | 0 |
| 9183 | 48 | F | 4 | Graduate | Single | Less than $40K | Platinum | 37 | 5 | 3 | 4 | 15987.000 | 0 | 0.827 | 7681 | 71 | 0.690 | 0.000 | 1 | 1 |
| 9184 | 41 | M | 3 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 8919.000 | 1723 | 0.848 | 13719 | 96 | 0.714 | 0.193 | 0 | 0 |
| 9185 | 54 | F | 2 | Uneducated | Married | abc | Blue | 42 | 1 | 1 | 3 | 24927.000 | 1273 | 0.743 | 14603 | 113 | 0.687 | 0.051 | 0 | 0 |
| 9186 | 49 | M | 2 | High School | Divorced | $40K - $60K | Blue | 36 | 2 | 1 | 1 | 3308.000 | 2150 | 0.879 | 15019 | 101 | 0.656 | 0.650 | 0 | 0 |
| 9187 | 61 | M | 1 | Graduate | NaN | $60K - $80K | Blue | 53 | 1 | 1 | 2 | 6157.000 | 581 | 0.583 | 4041 | 65 | 0.548 | 0.094 | 1 | 1 |
| 9188 | 41 | M | 3 | NaN | Married | $60K - $80K | Silver | 35 | 2 | 3 | 2 | 33889.000 | 1203 | 0.944 | 14954 | 112 | 0.623 | 0.035 | 0 | 0 |
| 9189 | 52 | M | 2 | Uneducated | NaN | $120K + | Blue | 42 | 1 | 1 | 3 | 33552.000 | 1252 | 0.793 | 14490 | 98 | 0.815 | 0.037 | 0 | 0 |
| 9190 | 44 | M | 3 | NaN | Single | $120K + | Silver | 39 | 2 | 3 | 1 | 34516.000 | 2123 | 0.801 | 14242 | 107 | 0.551 | 0.062 | 0 | 0 |
| 9191 | 33 | F | 3 | NaN | Single | $40K - $60K | Silver | 36 | 2 | 3 | 3 | 19594.000 | 971 | 0.761 | 12429 | 111 | 0.542 | 0.050 | 0 | 0 |
| 9192 | 37 | M | 2 | Graduate | Single | $60K - $80K | Blue | 28 | 2 | 6 | 1 | 7349.000 | 994 | 0.864 | 13970 | 109 | 0.847 | 0.135 | 0 | 0 |
| 9193 | 52 | F | 3 | Graduate | Single | $40K - $60K | Blue | 45 | 1 | 1 | 2 | 14803.000 | 985 | 0.831 | 14426 | 87 | 0.642 | 0.067 | 0 | 0 |
| 9194 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 46 | 5 | 5 | 2 | 3536.000 | 0 | 0.542 | 3281 | 39 | 0.393 | 0.000 | 1 | 1 |
| 9195 | 43 | M | 4 | Uneducated | Divorced | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 19333.000 | 0 | 0.969 | 7847 | 63 | 0.750 | 0.000 | 1 | 1 |
| 9196 | 54 | F | 1 | High School | Married | Less than $40K | Silver | 44 | 2 | 2 | 3 | 11605.000 | 1470 | 0.930 | 12592 | 117 | 0.800 | 0.127 | 0 | 0 |
| 9197 | 31 | F | 0 | Uneducated | Divorced | Less than $40K | Blue | 22 | 2 | 1 | 3 | 3329.000 | 0 | 0.641 | 13109 | 114 | 0.727 | 0.000 | 0 | 0 |
| 9198 | 40 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3961.000 | 1531 | 0.646 | 12631 | 100 | 0.852 | 0.387 | 0 | 0 |
| 9199 | 49 | F | 4 | Uneducated | NaN | Less than $40K | Blue | 45 | 1 | 3 | 1 | 5975.000 | 2045 | 0.847 | 13090 | 102 | 0.672 | 0.342 | 0 | 0 |
| 9200 | 60 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 47 | 6 | 1 | 5 | 3735.000 | 1175 | 1.036 | 8193 | 66 | 0.650 | 0.315 | 1 | 1 |
| 9201 | 62 | F | 0 | Uneducated | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 5780.000 | 0 | 0.394 | 6613 | 40 | 0.429 | 0.000 | 1 | 1 |
| 9202 | 44 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 2 | 2 | 19141.000 | 1933 | 1.050 | 15203 | 114 | 0.781 | 0.101 | 0 | 0 |
| 9203 | 43 | F | 3 | Graduate | NaN | Less than $40K | Blue | 37 | 2 | 3 | 3 | 3461.000 | 1767 | 0.829 | 13179 | 122 | 0.694 | 0.511 | 0 | 0 |
| 9204 | 56 | M | 2 | High School | Married | $80K - $120K | Blue | 43 | 2 | 2 | 1 | 29394.000 | 1002 | 0.935 | 14901 | 92 | 0.673 | 0.034 | 0 | 0 |
| 9205 | 35 | M | 4 | High School | Single | $80K - $120K | Blue | 26 | 2 | 1 | 1 | 24250.000 | 0 | 0.753 | 12593 | 99 | 0.768 | 0.000 | 0 | 0 |
| 9206 | 40 | F | 4 | Graduate | Married | $40K - $60K | Silver | 32 | 1 | 2 | 3 | 16191.000 | 0 | 0.967 | 13452 | 107 | 0.621 | 0.000 | 0 | 0 |
| 9207 | 52 | M | 2 | High School | Divorced | $60K - $80K | Blue | 42 | 1 | 3 | 2 | 7261.000 | 1443 | 0.972 | 14533 | 108 | 0.565 | 0.199 | 0 | 0 |
| 9208 | 29 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 2 | 3 | 1 | 4023.000 | 1437 | 0.690 | 12510 | 96 | 0.920 | 0.357 | 0 | 0 |
| 9209 | 52 | M | 0 | High School | Single | $60K - $80K | Blue | 39 | 4 | 3 | 2 | 3764.000 | 0 | 0.776 | 6574 | 69 | 0.865 | 0.000 | 1 | 1 |
| 9210 | 49 | F | 3 | NaN | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 3767.000 | 1106 | 0.944 | 15578 | 126 | 0.826 | 0.294 | 0 | 0 |
| 9211 | 37 | M | 3 | Graduate | Married | $60K - $80K | Blue | 28 | 2 | 3 | 2 | 6407.000 | 478 | 1.022 | 9322 | 77 | 0.833 | 0.075 | 1 | 1 |
| 9212 | 47 | F | 3 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 3 | 6 | 5822.000 | 0 | 0.655 | 3240 | 38 | 0.652 | 0.000 | 1 | 1 |
| 9213 | 32 | M | 1 | Uneducated | Single | $60K - $80K | Silver | 36 | 2 | 3 | 1 | 33711.000 | 1437 | 0.942 | 14880 | 134 | 0.654 | 0.043 | 0 | 0 |
| 9214 | 44 | F | 3 | Graduate | Married | abc | Silver | 34 | 2 | 2 | 1 | 31699.000 | 1976 | 0.811 | 13653 | 113 | 0.687 | 0.062 | 0 | 0 |
| 9215 | 47 | M | 5 | College | Single | $80K - $120K | Blue | 41 | 1 | 1 | 3 | 3429.000 | 1779 | 0.938 | 14107 | 99 | 0.650 | 0.519 | 0 | 0 |
| 9216 | 45 | M | 3 | Graduate | NaN | $120K + | Blue | 36 | 1 | 4 | 3 | 8858.000 | 1359 | 0.741 | 14223 | 103 | 0.776 | 0.153 | 0 | 0 |
| 9217 | 46 | M | 2 | Graduate | Divorced | $60K - $80K | Blue | 41 | 2 | 2 | 3 | 7064.000 | 1234 | 0.955 | 13791 | 103 | 0.585 | 0.175 | 0 | 0 |
| 9218 | 34 | F | 3 | Graduate | Married | Less than $40K | Gold | 36 | 6 | 3 | 2 | 15487.000 | 1847 | 0.943 | 7031 | 67 | 0.811 | 0.119 | 1 | 1 |
| 9219 | 39 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 2 | 2 | 1 | 3600.000 | 2072 | 0.940 | 14137 | 116 | 0.966 | 0.576 | 0 | 0 |
| 9220 | 46 | M | 4 | College | Single | $120K + | Blue | 36 | 1 | 2 | 2 | 34516.000 | 585 | 0.802 | 14319 | 96 | 0.655 | 0.017 | 0 | 0 |
| 9221 | 50 | M | 3 | High School | Married | $80K - $120K | Silver | 36 | 5 | 3 | 3 | 34516.000 | 2292 | 0.876 | 8045 | 71 | 0.868 | 0.066 | 1 | 1 |
| 9222 | 45 | F | 2 | Uneducated | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 2490.000 | 1059 | 0.715 | 12257 | 101 | 0.772 | 0.425 | 0 | 0 |
| 9223 | 56 | M | 1 | Uneducated | Married | $80K - $120K | Blue | 36 | 6 | 2 | 1 | 33870.000 | 0 | 0.872 | 7661 | 61 | 0.525 | 0.000 | 1 | 1 |
| 9224 | 50 | M | 2 | Uneducated | NaN | $120K + | Blue | 38 | 6 | 2 | 1 | 34516.000 | 397 | 0.914 | 7454 | 81 | 0.841 | 0.012 | 1 | 1 |
| 9225 | 30 | M | 0 | NaN | Single | $60K - $80K | Blue | 20 | 1 | 3 | 3 | 23760.000 | 1349 | 0.961 | 13124 | 103 | 0.746 | 0.057 | 0 | 0 |
| 9226 | 53 | F | 4 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 6 | 4005.000 | 0 | 0.896 | 7022 | 75 | 0.667 | 0.000 | 1 | 1 |
| 9227 | 60 | M | 0 | College | Married | $80K - $120K | Blue | 50 | 1 | 4 | 2 | 29239.000 | 0 | 1.057 | 8169 | 65 | 0.585 | 0.000 | 1 | 1 |
| 9228 | 41 | M | 4 | Graduate | Single | $80K - $120K | Silver | 29 | 2 | 3 | 6 | 34516.000 | 0 | 0.434 | 3526 | 53 | 0.828 | 0.000 | 1 | 1 |
| 9229 | 42 | F | 3 | Graduate | Single | Less than $40K | Blue | 32 | 2 | 2 | 3 | 3391.000 | 1359 | 0.662 | 13212 | 107 | 0.646 | 0.401 | 0 | 0 |
| 9230 | 31 | F | 0 | Graduate | Single | Less than $40K | Blue | 21 | 4 | 2 | 3 | 4598.000 | 0 | 0.439 | 6317 | 77 | 0.833 | 0.000 | 1 | 1 |
| 9231 | 51 | M | 4 | Graduate | Single | $80K - $120K | Silver | 42 | 6 | 4 | 2 | 34516.000 | 230 | 1.004 | 8629 | 65 | 0.548 | 0.007 | 1 | 1 |
| 9232 | 45 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 34 | 2 | 3 | 3 | 3435.000 | 2517 | 0.332 | 5567 | 51 | 0.545 | 0.733 | 1 | 1 |
| 9233 | 55 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 1 | 1 | 17540.000 | 1337 | 0.734 | 14244 | 96 | 0.600 | 0.076 | 0 | 0 |
| 9234 | 51 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 38 | 2 | 3 | 2 | 31346.000 | 1318 | 0.862 | 13303 | 92 | 0.804 | 0.042 | 0 | 0 |
| 9235 | 28 | M | 0 | Uneducated | Single | Less than $40K | Blue | 20 | 1 | 1 | 3 | 4342.000 | 893 | 0.878 | 17064 | 116 | 0.758 | 0.206 | 0 | 0 |
| 9236 | 44 | F | 5 | Graduate | Divorced | Less than $40K | Blue | 38 | 2 | 1 | 3 | 3842.000 | 2459 | 0.691 | 13598 | 119 | 0.725 | 0.640 | 0 | 0 |
| 9237 | 51 | F | 2 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 1 | 3785.000 | 1329 | 0.864 | 15209 | 104 | 0.891 | 0.351 | 0 | 0 |
| 9238 | 48 | M | 5 | College | Married | Less than $40K | Blue | 39 | 2 | 3 | 1 | 6797.000 | 2239 | 0.922 | 16171 | 112 | 0.778 | 0.329 | 0 | 0 |
| 9239 | 44 | M | 4 | Graduate | Single | $60K - $80K | Blue | 39 | 2 | 2 | 3 | 9682.000 | 1727 | 0.880 | 14991 | 95 | 0.900 | 0.178 | 0 | 0 |
| 9240 | 40 | F | 3 | Graduate | Single | Less than $40K | Blue | 30 | 4 | 3 | 2 | 3319.000 | 0 | 0.262 | 4840 | 44 | 0.375 | 0.000 | 1 | 1 |
| 9241 | 34 | M | 4 | NaN | Single | Less than $40K | Blue | 23 | 1 | 3 | 2 | 7664.000 | 1785 | 0.947 | 15077 | 126 | 0.800 | 0.233 | 0 | 0 |
| 9242 | 47 | M | 3 | Graduate | Single | $60K - $80K | Silver | 36 | 1 | 1 | 2 | 30498.000 | 1990 | 0.839 | 16202 | 120 | 0.791 | 0.065 | 0 | 0 |
| 9243 | 50 | F | 2 | High School | Married | abc | Blue | 40 | 2 | 3 | 2 | 19962.000 | 0 | 0.984 | 14703 | 119 | 0.859 | 0.000 | 0 | 0 |
| 9244 | 61 | M | 0 | College | Single | $80K - $120K | Blue | 50 | 2 | 4 | 3 | 21398.000 | 0 | 0.695 | 3119 | 53 | 0.767 | 0.000 | 1 | 1 |
| 9245 | 56 | F | 2 | NaN | Married | Less than $40K | Blue | 48 | 2 | 4 | 2 | 4746.000 | 0 | 0.862 | 7154 | 66 | 1.062 | 0.000 | 1 | 1 |
| 9246 | 46 | M | 3 | Graduate | Divorced | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 20434.000 | 1504 | 0.725 | 13280 | 106 | 0.656 | 0.074 | 0 | 0 |
| 9247 | 49 | M | 5 | Graduate | Married | $60K - $80K | Silver | 38 | 1 | 1 | 2 | 29531.000 | 2088 | 0.843 | 15039 | 120 | 0.690 | 0.071 | 0 | 0 |
| 9248 | 56 | M | 1 | Uneducated | Divorced | $120K + | Blue | 36 | 1 | 1 | 2 | 3730.000 | 0 | 0.732 | 13997 | 102 | 0.619 | 0.000 | 0 | 0 |
| 9249 | 41 | M | 2 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 10688.000 | 653 | 0.682 | 13866 | 98 | 0.508 | 0.061 | 0 | 0 |
| 9250 | 56 | F | 5 | NaN | Single | Less than $40K | Blue | 36 | 6 | 3 | 5 | 4668.000 | 2517 | 1.062 | 8331 | 63 | 0.853 | 0.539 | 1 | 1 |
| 9251 | 35 | M | 3 | NaN | Single | $40K - $60K | Gold | 19 | 1 | 1 | 3 | 22725.000 | 808 | 0.779 | 13847 | 120 | 0.875 | 0.036 | 0 | 0 |
| 9252 | 40 | M | 3 | NaN | Single | $40K - $60K | Blue | 36 | 1 | 3 | 1 | 8155.000 | 1178 | 0.829 | 14955 | 102 | 0.925 | 0.144 | 0 | 0 |
| 9253 | 41 | F | 3 | Doctorate | Married | $40K - $60K | Silver | 33 | 1 | 1 | 2 | 18266.000 | 822 | 0.875 | 14615 | 124 | 0.797 | 0.045 | 0 | 0 |
| 9254 | 46 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 10492.000 | 1094 | 0.915 | 13764 | 104 | 0.733 | 0.104 | 0 | 0 |
| 9255 | 56 | F | 2 | High School | Married | $40K - $60K | Blue | 49 | 1 | 3 | 3 | 6380.000 | 2517 | 0.706 | 13945 | 97 | 1.064 | 0.395 | 0 | 0 |
| 9256 | 37 | F | 5 | NaN | Married | $40K - $60K | Silver | 36 | 1 | 1 | 2 | 19055.000 | 2517 | 0.915 | 15091 | 124 | 0.676 | 0.132 | 0 | 0 |
| 9257 | 51 | M | 2 | College | Single | $120K + | Blue | 36 | 2 | 2 | 2 | 3477.000 | 752 | 0.703 | 13627 | 120 | 0.739 | 0.216 | 0 | 0 |
| 9258 | 36 | F | 1 | Uneducated | Single | Less than $40K | Blue | 32 | 2 | 3 | 2 | 3277.000 | 0 | 0.840 | 14252 | 127 | 0.649 | 0.000 | 0 | 0 |
| 9259 | 49 | M | 4 | Post-Graduate | Married | $120K + | Silver | 41 | 2 | 3 | 2 | 34516.000 | 0 | 0.663 | 13376 | 129 | 0.720 | 0.000 | 0 | 0 |
| 9260 | 35 | F | 2 | NaN | Married | Less than $40K | Blue | 22 | 1 | 1 | 1 | 3616.000 | 1155 | 0.727 | 15391 | 94 | 0.593 | 0.319 | 0 | 0 |
| 9261 | 46 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 2 | 1 | 2 | 3973.000 | 0 | 0.890 | 13740 | 131 | 0.819 | 0.000 | 0 | 0 |
| 9262 | 45 | F | 3 | Graduate | NaN | $40K - $60K | Blue | 35 | 2 | 3 | 2 | 4318.000 | 2359 | 0.993 | 12867 | 118 | 0.573 | 0.546 | 0 | 0 |
| 9263 | 48 | F | 2 | High School | NaN | abc | Blue | 31 | 2 | 2 | 1 | 7660.000 | 764 | 0.877 | 14844 | 100 | 0.695 | 0.100 | 0 | 0 |
| 9264 | 46 | F | 3 | Graduate | Divorced | abc | Blue | 36 | 1 | 3 | 2 | 3515.000 | 0 | 0.876 | 15079 | 116 | 0.841 | 0.000 | 0 | 0 |
| 9265 | 36 | F | 0 | NaN | Married | Less than $40K | Silver | 19 | 1 | 2 | 3 | 13313.000 | 0 | 1.080 | 15549 | 121 | 0.833 | 0.000 | 0 | 0 |
| 9266 | 30 | F | 1 | College | Single | Less than $40K | Blue | 36 | 4 | 3 | 6 | 4541.000 | 0 | 0.976 | 7996 | 80 | 0.778 | 0.000 | 1 | 1 |
| 9267 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 44 | 2 | 1 | 1 | 8284.000 | 797 | 0.824 | 13092 | 102 | 0.569 | 0.096 | 0 | 0 |
| 9268 | 31 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 21 | 1 | 2 | 2 | 3768.000 | 0 | 0.799 | 6639 | 71 | 1.152 | 0.000 | 1 | 1 |
| 9269 | 35 | M | 3 | High School | Married | $40K - $60K | Blue | 27 | 1 | 2 | 3 | 14382.000 | 1950 | 0.578 | 12941 | 131 | 0.819 | 0.136 | 0 | 0 |
| 9270 | 54 | F | 1 | High School | Single | abc | Blue | 36 | 2 | 2 | 3 | 10798.000 | 1378 | 0.631 | 13681 | 105 | 0.810 | 0.128 | 0 | 0 |
| 9271 | 49 | M | 3 | Graduate | Single | $40K - $60K | Gold | 36 | 2 | 2 | 2 | 23981.000 | 1408 | 0.844 | 14455 | 96 | 0.846 | 0.059 | 0 | 0 |
| 9272 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 23 | 1 | 3 | 1 | 22729.000 | 1581 | 1.025 | 13672 | 110 | 0.746 | 0.070 | 0 | 0 |
| 9273 | 41 | F | 2 | High School | Single | abc | Blue | 30 | 2 | 2 | 1 | 27670.000 | 0 | 0.645 | 13854 | 124 | 0.797 | 0.000 | 0 | 0 |
| 9274 | 37 | F | 4 | Uneducated | Married | Less than $40K | Blue | 26 | 2 | 1 | 2 | 3423.000 | 647 | 0.730 | 14308 | 124 | 0.722 | 0.189 | 0 | 0 |
| 9275 | 46 | F | 4 | NaN | Single | abc | Silver | 34 | 1 | 2 | 3 | 33874.000 | 1473 | 0.803 | 13753 | 98 | 0.849 | 0.043 | 0 | 0 |
| 9276 | 61 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 2 | 1 | 3 | 3175.000 | 1116 | 0.978 | 14071 | 101 | 0.683 | 0.351 | 0 | 0 |
| 9277 | 45 | M | 3 | Graduate | Married | $40K - $60K | Blue | 40 | 1 | 4 | 3 | 7979.000 | 0 | 0.465 | 5056 | 63 | 0.853 | 0.000 | 1 | 0 |
| 9278 | 41 | M | 2 | NaN | Single | $80K - $120K | Blue | 28 | 1 | 2 | 3 | 13679.000 | 2267 | 1.232 | 15180 | 103 | 0.689 | 0.166 | 0 | 0 |
| 9279 | 47 | F | 2 | Uneducated | NaN | Less than $40K | Silver | 36 | 1 | 3 | 2 | 14767.000 | 948 | 0.999 | 13090 | 104 | 0.625 | 0.064 | 0 | 0 |
| 9280 | 44 | M | 2 | Uneducated | Single | $80K - $120K | Silver | 36 | 2 | 3 | 3 | 34516.000 | 569 | 0.919 | 8570 | 68 | 0.789 | 0.016 | 1 | 1 |
| 9281 | 61 | M | 0 | NaN | Single | $120K + | Blue | 46 | 6 | 3 | 3 | 4650.000 | 1162 | 0.820 | 7976 | 74 | 1.056 | 0.250 | 1 | 1 |
| 9282 | 45 | F | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 1 | 3 | 3 | 3592.000 | 865 | 0.663 | 12777 | 95 | 0.727 | 0.241 | 0 | 0 |
| 9283 | 31 | M | 0 | High School | Married | $60K - $80K | Silver | 24 | 1 | 1 | 3 | 32535.000 | 1722 | 0.856 | 15738 | 116 | 0.657 | 0.053 | 0 | 0 |
| 9284 | 42 | M | 2 | NaN | Single | $120K + | Blue | 35 | 2 | 1 | 3 | 3214.000 | 1471 | 0.933 | 14557 | 114 | 0.652 | 0.458 | 0 | 0 |
| 9285 | 32 | M | 1 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 2 | 4819.000 | 2134 | 0.834 | 9330 | 64 | 0.882 | 0.443 | 1 | 1 |
| 9286 | 42 | M | 2 | Graduate | Married | $80K - $120K | Blue | 31 | 2 | 3 | 1 | 16433.000 | 0 | 0.791 | 13678 | 125 | 0.736 | 0.000 | 0 | 0 |
| 9287 | 49 | M | 4 | NaN | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 12174.000 | 1361 | 1.048 | 14743 | 121 | 0.729 | 0.112 | 0 | 0 |
| 9288 | 52 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 2 | 1 | 9230.000 | 1518 | 0.774 | 14082 | 99 | 0.833 | 0.164 | 0 | 0 |
| 9289 | 39 | M | 3 | Post-Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 3 | 6867.000 | 776 | 0.715 | 14119 | 97 | 0.764 | 0.113 | 0 | 0 |
| 9290 | 51 | M | 4 | College | Single | $120K + | Gold | 33 | 2 | 2 | 2 | 34516.000 | 1848 | 0.775 | 14149 | 103 | 0.689 | 0.054 | 0 | 0 |
| 9291 | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 36 | 2 | 3 | 1 | 18046.000 | 0 | 0.819 | 13758 | 104 | 0.677 | 0.000 | 0 | 0 |
| 9292 | 40 | M | 3 | Graduate | Single | $40K - $60K | Blue | 27 | 2 | 2 | 3 | 7680.000 | 1589 | 0.688 | 13617 | 105 | 0.721 | 0.207 | 0 | 0 |
| 9293 | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 7825.000 | 0 | 0.724 | 14326 | 100 | 0.786 | 0.000 | 0 | 0 |
| 9294 | 41 | M | 5 | College | Married | $60K - $80K | Blue | 31 | 1 | 3 | 2 | 5002.000 | 1945 | 1.035 | 16161 | 109 | 0.787 | 0.389 | 0 | 0 |
| 9295 | 27 | M | 0 | College | NaN | $80K - $120K | Silver | 19 | 1 | 1 | 3 | 34516.000 | 1131 | 0.715 | 14716 | 112 | 0.750 | 0.033 | 0 | 0 |
| 9296 | 50 | F | 3 | Graduate | Married | $40K - $60K | Blue | 41 | 2 | 3 | 1 | 4755.000 | 0 | 0.776 | 15999 | 109 | 0.730 | 0.000 | 0 | 0 |
| 9297 | 58 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 40 | 1 | 3 | 0 | 22104.000 | 1783 | 0.805 | 13830 | 112 | 0.806 | 0.081 | 0 | 0 |
| 9298 | 53 | M | 2 | Post-Graduate | Single | $60K - $80K | Silver | 47 | 1 | 3 | 3 | 29038.000 | 2295 | 0.657 | 12025 | 103 | 0.807 | 0.079 | 0 | 0 |
| 9299 | 40 | M | 3 | High School | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 4620.000 | 0 | 0.654 | 6644 | 61 | 0.694 | 0.000 | 1 | 1 |
| 9300 | 58 | M | 1 | High School | Married | $80K - $120K | Blue | 50 | 1 | 1 | 3 | 34516.000 | 1341 | 0.812 | 13988 | 127 | 0.789 | 0.039 | 0 | 0 |
| 9301 | 41 | F | 3 | Graduate | Single | Less than $40K | Silver | 30 | 2 | 1 | 1 | 11463.000 | 0 | 0.908 | 14511 | 105 | 0.721 | 0.000 | 0 | 0 |
| 9302 | 59 | M | 2 | Graduate | Single | $60K - $80K | Blue | 50 | 2 | 4 | 2 | 6224.000 | 0 | 0.801 | 8291 | 69 | 1.029 | 0.000 | 1 | 1 |
| 9303 | 53 | M | 1 | NaN | Married | $120K + | Blue | 36 | 2 | 3 | 3 | 19252.000 | 751 | 0.814 | 14074 | 112 | 0.623 | 0.039 | 0 | 0 |
| 9304 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 47 | 1 | 1 | 2 | 34516.000 | 1583 | 0.631 | 12906 | 100 | 0.639 | 0.046 | 0 | 0 |
| 9305 | 31 | M | 1 | NaN | Single | $40K - $60K | Blue | 20 | 1 | 2 | 3 | 3232.000 | 1564 | 0.969 | 13142 | 112 | 0.750 | 0.484 | 0 | 0 |
| 9306 | 44 | M | 2 | Uneducated | Married | $120K + | Platinum | 36 | 2 | 1 | 3 | 34516.000 | 1421 | 0.744 | 14465 | 114 | 0.754 | 0.041 | 0 | 0 |
| 9307 | 47 | F | 4 | Uneducated | Married | $40K - $60K | Gold | 34 | 2 | 3 | 3 | 23981.000 | 0 | 0.196 | 4536 | 61 | 0.605 | 0.000 | 1 | 1 |
| 9308 | 47 | F | 2 | College | Single | Less than $40K | Blue | 40 | 2 | 2 | 2 | 4822.000 | 1882 | 0.833 | 13816 | 121 | 0.891 | 0.390 | 0 | 0 |
| 9309 | 46 | M | 2 | Graduate | NaN | $120K + | Silver | 39 | 2 | 2 | 3 | 34516.000 | 1381 | 0.949 | 14696 | 114 | 0.966 | 0.040 | 0 | 0 |
| 9310 | 53 | F | 2 | Graduate | Married | Less than $40K | Silver | 45 | 1 | 2 | 1 | 12100.000 | 1350 | 0.854 | 13138 | 115 | 0.667 | 0.112 | 0 | 0 |
| 9311 | 40 | M | 3 | NaN | Divorced | $60K - $80K | Blue | 24 | 2 | 3 | 3 | 20466.000 | 1138 | 0.868 | 15121 | 97 | 0.540 | 0.056 | 0 | 0 |
| 9312 | 42 | M | 3 | Graduate | Single | $60K - $80K | Blue | 37 | 2 | 3 | 1 | 17887.000 | 1821 | 0.687 | 14544 | 116 | 1.148 | 0.102 | 0 | 0 |
| 9313 | 33 | M | 3 | Graduate | Married | $60K - $80K | Blue | 15 | 5 | 1 | 3 | 23399.000 | 0 | 1.051 | 9356 | 74 | 0.850 | 0.000 | 1 | 1 |
| 9314 | 45 | F | 2 | NaN | Single | Less than $40K | Silver | 36 | 2 | 2 | 3 | 13026.000 | 789 | 0.740 | 14747 | 100 | 0.724 | 0.061 | 0 | 0 |
| 9315 | 61 | F | 1 | Graduate | NaN | $40K - $60K | Silver | 48 | 2 | 3 | 3 | 15698.000 | 2000 | 0.749 | 12980 | 82 | 0.640 | 0.127 | 0 | 0 |
| 9316 | 31 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 1 | 3 | 3 | 5590.000 | 875 | 0.860 | 14643 | 127 | 0.764 | 0.157 | 0 | 0 |
| 9317 | 47 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 39 | 1 | 3 | 2 | 17575.000 | 618 | 0.917 | 15473 | 128 | 0.684 | 0.035 | 0 | 0 |
| 9318 | 46 | M | 2 | Graduate | Married | $80K - $120K | Blue | 39 | 1 | 1 | 1 | 29528.000 | 1769 | 0.771 | 14428 | 119 | 0.700 | 0.060 | 0 | 0 |
| 9319 | 54 | M | 2 | Post-Graduate | Married | $60K - $80K | Platinum | 42 | 1 | 3 | 1 | 34516.000 | 1996 | 0.988 | 15033 | 114 | 0.810 | 0.058 | 0 | 0 |
| 9320 | 60 | F | 0 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 3 | 4147.000 | 2262 | 0.565 | 14624 | 111 | 0.790 | 0.545 | 0 | 0 |
| 9321 | 55 | F | 2 | Graduate | Married | abc | Blue | 36 | 5 | 3 | 2 | 12494.000 | 0 | 0.576 | 7026 | 69 | 0.917 | 0.000 | 1 | 1 |
| 9322 | 32 | M | 2 | Graduate | Single | $120K + | Gold | 22 | 2 | 2 | 3 | 34516.000 | 1692 | 0.983 | 7486 | 64 | 0.730 | 0.049 | 1 | 1 |
| 9323 | 49 | F | 1 | NaN | Married | Less than $40K | Silver | 40 | 2 | 3 | 2 | 13411.000 | 1736 | 0.841 | 12493 | 113 | 0.738 | 0.129 | 0 | 0 |
| 9324 | 41 | M | 3 | NaN | Married | $120K + | Blue | 33 | 2 | 4 | 3 | 34516.000 | 638 | 0.724 | 13085 | 139 | 0.675 | 0.018 | 0 | 0 |
| 9325 | 45 | M | 2 | College | Married | $60K - $80K | Blue | 34 | 1 | 1 | 2 | 17646.000 | 1396 | 0.851 | 15527 | 106 | 0.893 | 0.079 | 0 | 0 |
| 9326 | 45 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 11121.000 | 1296 | 0.789 | 13814 | 81 | 1.025 | 0.117 | 0 | 0 |
| 9327 | 30 | M | 0 | College | Single | $60K - $80K | Blue | 24 | 6 | 2 | 2 | 4109.000 | 0 | 0.949 | 8642 | 77 | 0.481 | 0.000 | 1 | 1 |
| 9328 | 44 | M | 2 | High School | Married | $120K + | Blue | 31 | 2 | 1 | 3 | 6176.000 | 905 | 0.805 | 15102 | 95 | 0.792 | 0.147 | 0 | 0 |
| 9329 | 40 | F | 5 | Graduate | NaN | Less than $40K | Blue | 36 | 2 | 2 | 3 | 4512.000 | 1172 | 0.706 | 14414 | 98 | 0.815 | 0.260 | 0 | 0 |
| 9330 | 31 | M | 0 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 3 | 3 | 32791.000 | 1607 | 0.752 | 13177 | 106 | 0.738 | 0.049 | 0 | 0 |
| 9331 | 40 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 35 | 2 | 3 | 3 | 4772.000 | 2004 | 0.696 | 14748 | 118 | 0.761 | 0.420 | 0 | 0 |
| 9332 | 56 | M | 1 | NaN | NaN | $60K - $80K | Blue | 43 | 2 | 2 | 3 | 10602.000 | 1083 | 0.656 | 14084 | 91 | 0.750 | 0.102 | 0 | 0 |
| 9333 | 47 | M | 4 | NaN | NaN | $80K - $120K | Blue | 42 | 1 | 4 | 1 | 7953.000 | 0 | 1.031 | 8670 | 74 | 0.574 | 0.000 | 1 | 1 |
| 9334 | 29 | M | 0 | Post-Graduate | Divorced | $60K - $80K | Blue | 15 | 2 | 1 | 3 | 8022.000 | 0 | 0.381 | 5660 | 59 | 0.735 | 0.000 | 1 | 1 |
| 9335 | 38 | M | 3 | High School | Single | $120K + | Blue | 27 | 2 | 4 | 1 | 34516.000 | 0 | 0.919 | 13781 | 106 | 0.797 | 0.000 | 0 | 0 |
| 9336 | 56 | F | 2 | NaN | Married | Less than $40K | Blue | 48 | 1 | 2 | 3 | 9092.000 | 1363 | 0.830 | 14779 | 94 | 0.843 | 0.150 | 0 | 0 |
| 9337 | 53 | F | 1 | Graduate | Single | Less than $40K | Blue | 44 | 1 | 3 | 2 | 5541.000 | 2517 | 0.879 | 9195 | 73 | 0.825 | 0.454 | 1 | 1 |
| 9338 | 56 | M | 0 | Doctorate | Single | $80K - $120K | Blue | 47 | 2 | 1 | 2 | 7204.000 | 0 | 0.803 | 14042 | 113 | 0.766 | 0.000 | 0 | 0 |
| 9339 | 27 | F | 0 | Graduate | NaN | Less than $40K | Blue | 36 | 1 | 1 | 2 | 4548.000 | 1450 | 0.844 | 14330 | 131 | 0.638 | 0.319 | 0 | 0 |
| 9340 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 26 | 1 | 2 | 1 | 3860.000 | 1175 | 0.734 | 14474 | 118 | 0.710 | 0.304 | 0 | 0 |
| 9341 | 48 | M | 2 | High School | Married | Less than $40K | Silver | 36 | 2 | 2 | 2 | 14581.000 | 2517 | 0.776 | 17628 | 109 | 0.817 | 0.173 | 0 | 0 |
| 9342 | 44 | F | 3 | High School | Single | Less than $40K | Blue | 34 | 2 | 2 | 2 | 3084.000 | 0 | 0.861 | 12739 | 96 | 0.882 | 0.000 | 0 | 0 |
| 9343 | 49 | M | 4 | Uneducated | NaN | $60K - $80K | Blue | 44 | 1 | 3 | 2 | 12375.000 | 2263 | 1.044 | 14500 | 106 | 0.582 | 0.183 | 0 | 0 |
| 9344 | 36 | M | 2 | College | Married | $40K - $60K | Gold | 23 | 1 | 1 | 3 | 23981.000 | 0 | 0.827 | 15236 | 120 | 0.875 | 0.000 | 0 | 0 |
| 9345 | 30 | M | 0 | College | Married | $60K - $80K | Blue | 25 | 2 | 3 | 1 | 19534.000 | 0 | 0.616 | 15634 | 118 | 0.639 | 0.000 | 0 | 0 |
| 9346 | 42 | M | 3 | High School | Married | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 22993.000 | 0 | 1.004 | 7867 | 75 | 0.786 | 0.000 | 1 | 1 |
| 9347 | 51 | M | 2 | NaN | Single | $120K + | Silver | 31 | 2 | 2 | 2 | 34516.000 | 585 | 0.875 | 13534 | 104 | 0.825 | 0.017 | 0 | 0 |
| 9348 | 59 | M | 1 | NaN | Single | $40K - $60K | Silver | 51 | 2 | 2 | 1 | 15164.000 | 1071 | 0.900 | 13062 | 103 | 0.717 | 0.071 | 0 | 0 |
| 9349 | 45 | M | 4 | Graduate | Married | Less than $40K | Blue | 36 | 1 | 2 | 3 | 7231.000 | 1047 | 0.947 | 15571 | 115 | 0.797 | 0.145 | 0 | 0 |
| 9350 | 56 | M | 2 | College | Single | $60K - $80K | Gold | 43 | 2 | 1 | 2 | 34516.000 | 2022 | 0.761 | 13633 | 116 | 0.785 | 0.059 | 0 | 0 |
| 9351 | 31 | M | 2 | Graduate | NaN | $80K - $120K | Silver | 22 | 2 | 3 | 2 | 34516.000 | 1780 | 0.839 | 14185 | 98 | 0.690 | 0.052 | 0 | 0 |
| 9352 | 48 | F | 3 | Graduate | Single | $40K - $60K | Blue | 42 | 1 | 2 | 3 | 9215.000 | 639 | 0.646 | 13345 | 114 | 0.754 | 0.069 | 0 | 0 |
| 9353 | 32 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 1 | 2 | 25438.000 | 1907 | 0.741 | 16485 | 104 | 0.793 | 0.075 | 0 | 0 |
| 9354 | 46 | F | 3 | High School | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 3759.000 | 0 | 0.722 | 15331 | 106 | 0.767 | 0.000 | 0 | 0 |
| 9355 | 52 | F | 2 | High School | Single | Less than $40K | Blue | 36 | 1 | 2 | 3 | 3029.000 | 2267 | 0.842 | 14934 | 113 | 0.823 | 0.748 | 0 | 0 |
| 9356 | 30 | F | 0 | Graduate | Divorced | Less than $40K | Blue | 18 | 5 | 1 | 1 | 4203.000 | 996 | 0.705 | 7292 | 68 | 0.700 | 0.237 | 1 | 1 |
| 9357 | 48 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 1 | 1 | 2 | 21526.000 | 1320 | 0.762 | 14441 | 105 | 0.875 | 0.061 | 0 | 0 |
| 9358 | 55 | F | 2 | Graduate | Married | Less than $40K | Silver | 45 | 6 | 3 | 3 | 12207.000 | 0 | 0.319 | 5838 | 74 | 1.056 | 0.000 | 1 | 1 |
| 9359 | 39 | F | 2 | Graduate | Single | abc | Silver | 35 | 1 | 3 | 3 | 32089.000 | 1971 | 0.671 | 13796 | 121 | 0.833 | 0.061 | 0 | 0 |
| 9360 | 43 | F | 3 | NaN | Married | Less than $40K | Blue | 27 | 1 | 2 | 2 | 3541.000 | 1042 | 0.774 | 14511 | 123 | 0.708 | 0.294 | 0 | 0 |
| 9361 | 43 | M | 4 | High School | Married | $40K - $60K | Blue | 32 | 2 | 2 | 2 | 7139.000 | 1512 | 1.106 | 14802 | 112 | 0.750 | 0.212 | 0 | 0 |
| 9362 | 47 | F | 3 | NaN | Married | Less than $40K | Blue | 42 | 1 | 2 | 3 | 3669.000 | 2517 | 0.830 | 13931 | 112 | 0.836 | 0.686 | 0 | 0 |
| 9363 | 57 | M | 3 | NaN | Single | $60K - $80K | Blue | 51 | 1 | 6 | 1 | 5859.000 | 0 | 0.914 | 8004 | 82 | 0.708 | 0.000 | 1 | 1 |
| 9364 | 53 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 48 | 2 | 1 | 2 | 15594.000 | 1590 | 0.679 | 13016 | 118 | 0.616 | 0.102 | 0 | 0 |
| 9365 | 48 | M | 3 | Graduate | Married | $120K + | Gold | 36 | 1 | 4 | 2 | 34516.000 | 1823 | 1.062 | 15552 | 108 | 0.831 | 0.053 | 0 | 0 |
| 9366 | 50 | F | 2 | High School | Single | Less than $40K | Blue | 41 | 2 | 3 | 2 | 6704.000 | 0 | 0.856 | 12576 | 103 | 0.776 | 0.000 | 0 | 0 |
| 9367 | 53 | M | 3 | Uneducated | Married | $60K - $80K | Silver | 38 | 1 | 3 | 2 | 32417.000 | 871 | 0.911 | 14381 | 121 | 0.862 | 0.027 | 0 | 0 |
| 9368 | 48 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 2754.000 | 2152 | 0.821 | 13991 | 125 | 0.761 | 0.781 | 0 | 0 |
| 9369 | 41 | M | 3 | NaN | Married | $60K - $80K | Silver | 29 | 1 | 3 | 4 | 27945.000 | 0 | 0.902 | 8345 | 70 | 1.059 | 0.000 | 1 | 1 |
| 9370 | 51 | M | 2 | Uneducated | Single | $120K + | Blue | 35 | 1 | 2 | 2 | 34516.000 | 1068 | 0.966 | 16428 | 123 | 0.809 | 0.031 | 0 | 0 |
| 9371 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 37 | 1 | 2 | 3 | 7098.000 | 1829 | 0.557 | 13139 | 102 | 0.789 | 0.258 | 0 | 0 |
| 9372 | 39 | F | 2 | College | Single | Less than $40K | Silver | 20 | 1 | 2 | 3 | 12338.000 | 1277 | 0.828 | 15869 | 109 | 0.758 | 0.104 | 0 | 0 |
| 9373 | 51 | M | 2 | High School | Single | $60K - $80K | Blue | 42 | 1 | 3 | 2 | 16703.000 | 1140 | 0.555 | 15472 | 122 | 0.768 | 0.068 | 0 | 0 |
| 9374 | 43 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 24 | 2 | 2 | 2 | 16667.000 | 1463 | 0.803 | 15301 | 115 | 0.797 | 0.088 | 0 | 0 |
| 9375 | 54 | M | 1 | Post-Graduate | NaN | $80K - $120K | Blue | 36 | 1 | 3 | 2 | 18512.000 | 1664 | 0.889 | 8019 | 57 | 0.583 | 0.090 | 1 | 1 |
| 9376 | 47 | M | 3 | Uneducated | Single | $60K - $80K | Blue | 35 | 2 | 3 | 1 | 14131.000 | 1333 | 0.767 | 12779 | 103 | 0.689 | 0.094 | 0 | 0 |
| 9377 | 51 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 1 | 3 | 1 | 3276.000 | 1474 | 0.759 | 14212 | 116 | 0.681 | 0.450 | 0 | 0 |
| 9378 | 38 | M | 4 | Post-Graduate | Single | $80K - $120K | Silver | 36 | 1 | 3 | 1 | 34516.000 | 1435 | 0.865 | 15584 | 114 | 0.839 | 0.042 | 0 | 0 |
| 9379 | 38 | F | 2 | Uneducated | Married | Less than $40K | Blue | 28 | 1 | 1 | 2 | 3629.000 | 1891 | 0.917 | 15982 | 113 | 0.687 | 0.521 | 0 | 0 |
| 9380 | 44 | F | 4 | NaN | Single | Less than $40K | Silver | 36 | 2 | 3 | 3 | 13067.000 | 1943 | 0.850 | 15172 | 118 | 1.034 | 0.149 | 0 | 0 |
| 9381 | 32 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 2 | 2 | 1 | 3845.000 | 1871 | 0.847 | 14593 | 110 | 0.803 | 0.487 | 0 | 0 |
| 9382 | 41 | M | 5 | Uneducated | Single | $80K - $120K | Blue | 32 | 4 | 3 | 3 | 12094.000 | 0 | 0.995 | 8607 | 90 | 0.957 | 0.000 | 1 | 1 |
| 9383 | 50 | M | 3 | Graduate | Married | $120K + | Blue | 35 | 1 | 1 | 2 | 34516.000 | 1638 | 0.761 | 14474 | 121 | 0.833 | 0.047 | 0 | 0 |
| 9384 | 60 | F | 1 | Graduate | Married | abc | Blue | 52 | 2 | 3 | 3 | 13312.000 | 1974 | 0.898 | 14336 | 106 | 0.656 | 0.148 | 0 | 0 |
| 9385 | 38 | F | 1 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 2 | 3466.000 | 2517 | 0.699 | 13140 | 94 | 0.709 | 0.726 | 0 | 0 |
| 9386 | 59 | M | 0 | High School | Single | $40K - $60K | Silver | 52 | 1 | 2 | 1 | 15223.000 | 1729 | 0.863 | 14230 | 111 | 0.790 | 0.114 | 0 | 0 |
| 9387 | 53 | M | 1 | High School | Married | $120K + | Gold | 44 | 1 | 6 | 3 | 34516.000 | 831 | 0.727 | 13247 | 107 | 0.754 | 0.024 | 0 | 0 |
| 9388 | 40 | F | 2 | College | Single | Less than $40K | Blue | 36 | 4 | 2 | 3 | 5989.000 | 0 | 0.311 | 5843 | 60 | 0.176 | 0.000 | 1 | 1 |
| 9389 | 45 | M | 5 | High School | Divorced | $120K + | Blue | 36 | 2 | 3 | 2 | 5287.000 | 0 | 0.841 | 8392 | 69 | 0.683 | 0.000 | 1 | 1 |
| 9390 | 53 | M | 1 | High School | NaN | $40K - $60K | Blue | 43 | 2 | 1 | 3 | 9060.000 | 0 | 0.775 | 14305 | 102 | 0.645 | 0.000 | 0 | 0 |
| 9391 | 56 | M | 2 | High School | NaN | $80K - $120K | Blue | 36 | 1 | 1 | 1 | 4731.000 | 831 | 0.960 | 14952 | 118 | 0.788 | 0.176 | 0 | 0 |
| 9392 | 60 | F | 0 | Graduate | Single | $40K - $60K | Blue | 47 | 1 | 2 | 3 | 9502.000 | 1881 | 0.717 | 14418 | 100 | 0.754 | 0.198 | 0 | 0 |
| 9393 | 42 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 3 | 0 | 29738.000 | 2370 | 0.806 | 14270 | 97 | 0.902 | 0.080 | 0 | 0 |
| 9394 | 48 | F | 1 | NaN | Single | Less than $40K | Blue | 36 | 1 | 1 | 2 | 3918.000 | 813 | 1.149 | 15867 | 103 | 1.060 | 0.208 | 0 | 0 |
| 9395 | 58 | F | 1 | NaN | Married | Less than $40K | Blue | 40 | 1 | 2 | 3 | 3944.000 | 1006 | 0.782 | 15315 | 124 | 0.851 | 0.255 | 0 | 0 |
| 9396 | 55 | M | 2 | Uneducated | Married | $120K + | Blue | 48 | 2 | 1 | 2 | 6577.000 | 1800 | 0.786 | 14229 | 120 | 0.690 | 0.274 | 0 | 0 |
| 9397 | 51 | M | 1 | Graduate | Married | $120K + | Gold | 37 | 2 | 3 | 1 | 34516.000 | 2417 | 0.947 | 13021 | 117 | 0.625 | 0.070 | 0 | 0 |
| 9398 | 46 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 26 | 1 | 3 | 1 | 34516.000 | 714 | 0.883 | 14279 | 97 | 0.764 | 0.021 | 0 | 0 |
| 9399 | 45 | M | 4 | Graduate | NaN | $60K - $80K | Blue | 33 | 1 | 5 | 1 | 8670.000 | 1930 | 0.933 | 13767 | 96 | 0.655 | 0.223 | 0 | 0 |
| 9400 | 40 | M | 3 | Graduate | Single | $80K - $120K | Blue | 20 | 1 | 2 | 2 | 32554.000 | 0 | 0.872 | 8528 | 87 | 1.122 | 0.000 | 1 | 1 |
| 9401 | 56 | F | 1 | High School | NaN | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 8331.000 | 0 | 0.705 | 14324 | 103 | 0.689 | 0.000 | 0 | 0 |
| 9402 | 34 | F | 4 | High School | Single | abc | Silver | 26 | 2 | 2 | 2 | 32056.000 | 1668 | 0.771 | 12595 | 106 | 0.683 | 0.052 | 0 | 0 |
| 9403 | 48 | M | 3 | Uneducated | Married | $60K - $80K | Blue | 36 | 1 | 1 | 2 | 15524.000 | 1148 | 0.829 | 13819 | 106 | 0.710 | 0.074 | 0 | 0 |
| 9404 | 45 | F | 3 | Graduate | Married | Less than $40K | Blue | 40 | 2 | 1 | 3 | 4010.000 | 2517 | 0.710 | 14354 | 101 | 0.629 | 0.628 | 0 | 0 |
| 9405 | 42 | M | 5 | High School | Married | $60K - $80K | Blue | 36 | 2 | 4 | 3 | 3275.000 | 1525 | 0.749 | 14830 | 112 | 0.697 | 0.466 | 0 | 0 |
| 9406 | 49 | M | 1 | NaN | Single | $60K - $80K | Blue | 37 | 1 | 2 | 2 | 18349.000 | 1209 | 0.738 | 16422 | 110 | 0.803 | 0.066 | 0 | 0 |
| 9407 | 35 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 24 | 2 | 3 | 1 | 3388.000 | 1659 | 0.842 | 13557 | 100 | 0.724 | 0.490 | 0 | 0 |
| 9408 | 32 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 14 | 1 | 1 | 3 | 4015.000 | 0 | 1.045 | 8363 | 65 | 0.806 | 0.000 | 1 | 1 |
| 9409 | 34 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 9719.000 | 2517 | 0.906 | 9183 | 51 | 0.700 | 0.259 | 1 | 1 |
| 9410 | 33 | M | 2 | Post-Graduate | Single | $80K - $120K | Blue | 24 | 2 | 3 | 2 | 4178.000 | 2463 | 0.815 | 16216 | 107 | 0.814 | 0.590 | 0 | 0 |
| 9411 | 40 | M | 2 | College | Married | $40K - $60K | Gold | 31 | 1 | 2 | 1 | 3735.000 | 1474 | 0.798 | 15039 | 130 | 0.757 | 0.395 | 0 | 0 |
| 9412 | 43 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 30 | 1 | 3 | 1 | 29856.000 | 1576 | 0.800 | 14887 | 119 | 0.545 | 0.053 | 0 | 0 |
| 9413 | 29 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 22 | 2 | 3 | 3 | 11522.000 | 1203 | 0.847 | 13720 | 119 | 0.831 | 0.104 | 0 | 0 |
| 9414 | 42 | M | 3 | Graduate | Married | $40K - $60K | Blue | 37 | 2 | 2 | 3 | 3161.000 | 1788 | 0.865 | 13692 | 117 | 0.828 | 0.566 | 0 | 0 |
| 9415 | 48 | M | 2 | Graduate | Married | $80K - $120K | Blue | 28 | 1 | 3 | 3 | 14774.000 | 2517 | 0.979 | 8293 | 63 | 0.703 | 0.170 | 1 | 1 |
| 9416 | 39 | M | 4 | NaN | Married | $60K - $80K | Gold | 36 | 4 | 3 | 2 | 34516.000 | 2517 | 0.841 | 8248 | 66 | 0.650 | 0.073 | 1 | 1 |
| 9417 | 51 | F | 2 | Graduate | Married | Less than $40K | Blue | 47 | 2 | 2 | 1 | 5118.000 | 980 | 0.786 | 14593 | 109 | 0.627 | 0.191 | 0 | 0 |
| 9418 | 41 | M | 2 | College | Married | $80K - $120K | Blue | 33 | 2 | 3 | 3 | 14682.000 | 2517 | 1.041 | 8193 | 72 | 0.846 | 0.171 | 1 | 1 |
| 9419 | 42 | M | 4 | Uneducated | Married | $40K - $60K | Blue | 33 | 1 | 2 | 2 | 3108.000 | 2280 | 0.844 | 14763 | 99 | 0.800 | 0.734 | 0 | 0 |
| 9420 | 32 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 1 | 1 | 1 | 3223.000 | 1413 | 1.009 | 13648 | 103 | 0.635 | 0.438 | 0 | 0 |
| 9421 | 43 | M | 1 | Graduate | Married | $120K + | Blue | 34 | 5 | 1 | 3 | 28612.000 | 2517 | 0.712 | 14727 | 105 | 0.641 | 0.088 | 0 | 0 |
| 9422 | 50 | M | 1 | Graduate | Married | $60K - $80K | Silver | 37 | 1 | 1 | 1 | 6224.000 | 777 | 0.743 | 13503 | 112 | 0.623 | 0.125 | 0 | 0 |
| 9423 | 44 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 27 | 1 | 2 | 1 | 24134.000 | 1290 | 0.814 | 13311 | 110 | 0.642 | 0.053 | 0 | 0 |
| 9424 | 36 | M | 4 | High School | Single | $120K + | Blue | 36 | 1 | 3 | 3 | 27929.000 | 1898 | 0.725 | 14755 | 123 | 0.732 | 0.068 | 0 | 0 |
| 9425 | 44 | F | 4 | Uneducated | Single | $40K - $60K | Blue | 34 | 1 | 3 | 3 | 3657.000 | 0 | 0.785 | 14802 | 95 | 0.667 | 0.000 | 0 | 0 |
| 9426 | 47 | F | 3 | Post-Graduate | Married | Less than $40K | Blue | 28 | 1 | 3 | 1 | 8257.000 | 961 | 0.741 | 13769 | 104 | 0.857 | 0.116 | 0 | 0 |
| 9427 | 45 | F | 4 | College | Single | $40K - $60K | Gold | 30 | 1 | 2 | 1 | 23051.000 | 1836 | 0.743 | 14393 | 107 | 0.814 | 0.080 | 0 | 0 |
| 9428 | 53 | F | 2 | Uneducated | Single | $40K - $60K | Blue | 42 | 2 | 1 | 3 | 14839.000 | 2226 | 0.828 | 14625 | 115 | 0.769 | 0.150 | 0 | 0 |
| 9429 | 43 | M | 3 | NaN | Married | $60K - $80K | Blue | 34 | 1 | 3 | 1 | 3755.000 | 1591 | 0.883 | 14402 | 110 | 0.803 | 0.424 | 0 | 0 |
| 9430 | 48 | M | 5 | NaN | Single | $60K - $80K | Blue | 36 | 2 | 3 | 0 | 3862.000 | 0 | 0.807 | 15282 | 125 | 0.712 | 0.000 | 0 | 0 |
| 9431 | 37 | M | 1 | Doctorate | NaN | $60K - $80K | Blue | 36 | 1 | 3 | 1 | 7539.000 | 0 | 1.023 | 15293 | 129 | 0.743 | 0.000 | 0 | 0 |
| 9432 | 43 | M | 4 | High School | Married | $80K - $120K | Blue | 35 | 2 | 3 | 2 | 10588.000 | 503 | 0.918 | 7886 | 70 | 0.750 | 0.048 | 1 | 1 |
| 9433 | 59 | M | 2 | Graduate | Single | $40K - $60K | Blue | 50 | 2 | 1 | 2 | 11808.000 | 0 | 0.813 | 13751 | 113 | 0.823 | 0.000 | 0 | 0 |
| 9434 | 31 | M | 1 | High School | Divorced | $40K - $60K | Silver | 26 | 1 | 1 | 3 | 15504.000 | 1277 | 0.612 | 14181 | 126 | 0.615 | 0.082 | 0 | 0 |
| 9435 | 52 | F | 4 | Uneducated | Divorced | abc | Blue | 42 | 4 | 4 | 1 | 12091.000 | 0 | 0.898 | 8127 | 74 | 0.805 | 0.000 | 1 | 1 |
| 9436 | 41 | M | 3 | High School | Married | $80K - $120K | Blue | 33 | 2 | 1 | 1 | 13818.000 | 609 | 0.787 | 13209 | 101 | 0.656 | 0.044 | 0 | 0 |
| 9437 | 53 | F | 2 | NaN | Married | $40K - $60K | Blue | 48 | 2 | 3 | 3 | 4442.000 | 1107 | 0.822 | 14437 | 109 | 0.912 | 0.249 | 0 | 0 |
| 9438 | 55 | M | 3 | High School | Married | $60K - $80K | Blue | 50 | 2 | 1 | 2 | 5282.000 | 1144 | 0.800 | 13513 | 115 | 0.597 | 0.217 | 0 | 0 |
| 9439 | 41 | M | 3 | College | Married | $80K - $120K | Blue | 28 | 1 | 1 | 3 | 34516.000 | 1617 | 0.625 | 13083 | 93 | 0.722 | 0.047 | 0 | 0 |
| 9440 | 55 | M | 1 | High School | Single | $80K - $120K | Blue | 42 | 1 | 4 | 2 | 34516.000 | 1583 | 0.824 | 12192 | 112 | 0.672 | 0.046 | 0 | 0 |
| 9441 | 31 | F | 1 | NaN | Married | Less than $40K | Silver | 36 | 2 | 3 | 1 | 10353.000 | 1520 | 0.724 | 15028 | 124 | 0.746 | 0.147 | 0 | 0 |
| 9442 | 48 | M | 3 | Graduate | Married | $80K - $120K | Blue | 43 | 1 | 4 | 1 | 9959.000 | 0 | 0.751 | 14948 | 125 | 0.866 | 0.000 | 0 | 0 |
| 9443 | 42 | M | 2 | Graduate | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 6280.000 | 2181 | 0.795 | 14109 | 92 | 0.878 | 0.347 | 0 | 0 |
| 9444 | 57 | M | 4 | NaN | Divorced | $120K + | Blue | 36 | 2 | 2 | 3 | 13694.000 | 2219 | 1.078 | 9040 | 63 | 0.800 | 0.162 | 1 | 1 |
| 9445 | 34 | M | 2 | Graduate | Single | Less than $40K | Blue | 23 | 1 | 3 | 2 | 8940.000 | 1518 | 0.726 | 14459 | 97 | 0.702 | 0.170 | 0 | 0 |
| 9446 | 54 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 45 | 2 | 3 | 1 | 6546.000 | 1908 | 0.697 | 14103 | 112 | 0.672 | 0.291 | 0 | 0 |
| 9447 | 46 | F | 2 | NaN | Married | abc | Silver | 39 | 1 | 1 | 2 | 32587.000 | 992 | 1.139 | 15958 | 113 | 0.687 | 0.030 | 0 | 0 |
| 9448 | 38 | M | 2 | Graduate | Single | $60K - $80K | Blue | 25 | 1 | 1 | 1 | 11474.000 | 0 | 0.628 | 13041 | 98 | 0.661 | 0.000 | 0 | 0 |
| 9449 | 40 | M | 5 | NaN | Single | $120K + | Silver | 31 | 1 | 3 | 3 | 34516.000 | 2203 | 0.728 | 14204 | 96 | 0.920 | 0.064 | 0 | 0 |
| 9450 | 56 | F | 2 | High School | Married | Less than $40K | Blue | 46 | 4 | 3 | 3 | 9463.000 | 764 | 0.994 | 7106 | 61 | 0.906 | 0.081 | 1 | 1 |
| 9451 | 44 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 12552.000 | 1405 | 0.702 | 15508 | 95 | 0.792 | 0.112 | 0 | 0 |
| 9452 | 39 | M | 2 | Graduate | Single | $60K - $80K | Blue | 24 | 2 | 3 | 2 | 21679.000 | 1073 | 0.745 | 15581 | 115 | 0.797 | 0.049 | 0 | 0 |
| 9453 | 42 | M | 5 | Post-Graduate | NaN | $40K - $60K | Blue | 36 | 1 | 2 | 2 | 10531.000 | 2330 | 0.757 | 14955 | 118 | 0.662 | 0.221 | 0 | 0 |
| 9454 | 60 | F | 1 | Uneducated | Single | Less than $40K | Blue | 47 | 1 | 3 | 2 | 4905.000 | 2413 | 0.853 | 15478 | 109 | 0.730 | 0.492 | 0 | 0 |
| 9455 | 35 | M | 3 | College | NaN | $80K - $120K | Silver | 29 | 2 | 2 | 2 | 34516.000 | 0 | 0.758 | 12847 | 106 | 0.738 | 0.000 | 0 | 0 |
| 9456 | 42 | M | 3 | Graduate | Single | $80K - $120K | Silver | 31 | 2 | 2 | 3 | 34516.000 | 2120 | 0.900 | 14626 | 97 | 0.644 | 0.061 | 0 | 0 |
| 9457 | 30 | M | 2 | Graduate | Married | Less than $40K | Silver | 18 | 1 | 1 | 3 | 10017.000 | 726 | 0.924 | 9299 | 68 | 0.619 | 0.072 | 1 | 1 |
| 9458 | 37 | M | 2 | Uneducated | NaN | $80K - $120K | Blue | 18 | 1 | 1 | 2 | 31832.000 | 518 | 0.972 | 10201 | 59 | 0.788 | 0.016 | 1 | 1 |
| 9459 | 37 | F | 1 | Graduate | Married | Less than $40K | Blue | 19 | 2 | 3 | 2 | 5843.000 | 1346 | 0.641 | 13299 | 95 | 0.863 | 0.230 | 0 | 0 |
| 9460 | 43 | M | 2 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 34427.000 | 1613 | 0.704 | 13545 | 112 | 0.672 | 0.047 | 0 | 0 |
| 9461 | 34 | M | 3 | High School | NaN | $80K - $120K | Silver | 21 | 1 | 2 | 3 | 34516.000 | 0 | 0.794 | 9177 | 50 | 1.083 | 0.000 | 1 | 1 |
| 9462 | 48 | M | 3 | NaN | NaN | $80K - $120K | Platinum | 40 | 1 | 2 | 3 | 34516.000 | 1723 | 0.628 | 13853 | 98 | 0.782 | 0.050 | 0 | 0 |
| 9463 | 31 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 19 | 1 | 3 | 3 | 34516.000 | 1984 | 0.757 | 14969 | 96 | 0.811 | 0.057 | 0 | 0 |
| 9464 | 47 | F | 3 | Doctorate | Married | Less than $40K | Blue | 35 | 2 | 3 | 2 | 4779.000 | 2517 | 0.929 | 8912 | 63 | 0.658 | 0.527 | 1 | 1 |
| 9465 | 51 | M | 1 | NaN | Single | $60K - $80K | Blue | 22 | 2 | 3 | 3 | 4248.000 | 1177 | 0.821 | 13958 | 116 | 0.785 | 0.277 | 0 | 0 |
| 9466 | 43 | M | 0 | Post-Graduate | Single | $40K - $60K | Blue | 37 | 1 | 2 | 3 | 7872.000 | 989 | 0.809 | 13746 | 104 | 0.733 | 0.126 | 0 | 0 |
| 9467 | 41 | F | 3 | Graduate | NaN | Less than $40K | Blue | 13 | 1 | 3 | 2 | 6077.000 | 1421 | 0.739 | 12489 | 97 | 0.764 | 0.234 | 0 | 0 |
| 9468 | 48 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3882.000 | 2029 | 0.751 | 13980 | 128 | 0.707 | 0.523 | 0 | 0 |
| 9469 | 41 | F | 2 | High School | Married | Less than $40K | Blue | 24 | 1 | 1 | 1 | 7207.000 | 1645 | 0.969 | 13730 | 96 | 0.745 | 0.228 | 0 | 0 |
| 9470 | 48 | F | 4 | NaN | Single | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 6121.000 | 1679 | 0.705 | 14224 | 117 | 0.887 | 0.274 | 0 | 0 |
| 9471 | 40 | M | 4 | Uneducated | Single | $80K - $120K | Blue | 36 | 6 | 3 | 2 | 34516.000 | 572 | 1.050 | 8659 | 81 | 1.077 | 0.017 | 1 | 1 |
| 9472 | 32 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 3535.000 | 1964 | 0.661 | 14080 | 85 | 0.809 | 0.556 | 0 | 0 |
| 9473 | 55 | F | 2 | NaN | Single | abc | Silver | 37 | 2 | 2 | 3 | 34516.000 | 1783 | 0.821 | 8472 | 80 | 0.739 | 0.052 | 1 | 1 |
| 9474 | 50 | M | 1 | Graduate | Single | $80K - $120K | Silver | 43 | 6 | 3 | 3 | 34516.000 | 432 | 0.807 | 9045 | 72 | 1.000 | 0.013 | 1 | 1 |
| 9475 | 49 | M | 2 | NaN | Married | $60K - $80K | Blue | 36 | 2 | 1 | 2 | 6224.000 | 1329 | 0.740 | 14238 | 93 | 0.755 | 0.214 | 0 | 0 |
| 9476 | 37 | F | 0 | Doctorate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 9178.000 | 1585 | 0.617 | 14932 | 110 | 0.803 | 0.173 | 0 | 0 |
| 9477 | 31 | M | 1 | High School | Married | $60K - $80K | Blue | 24 | 2 | 1 | 3 | 4328.000 | 1493 | 0.651 | 14731 | 120 | 0.765 | 0.345 | 0 | 0 |
| 9478 | 52 | M | 2 | College | Married | $80K - $120K | Blue | 36 | 1 | 2 | 2 | 9959.000 | 1049 | 0.976 | 15195 | 99 | 0.941 | 0.105 | 0 | 0 |
| 9479 | 60 | F | 0 | Uneducated | Single | Less than $40K | Blue | 47 | 1 | 2 | 2 | 9634.000 | 2076 | 0.876 | 14218 | 102 | 0.759 | 0.215 | 0 | 0 |
| 9480 | 35 | F | 2 | NaN | Divorced | abc | Blue | 31 | 2 | 2 | 2 | 19033.000 | 1555 | 1.001 | 16033 | 116 | 0.812 | 0.082 | 0 | 0 |
| 9481 | 48 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 39 | 2 | 3 | 1 | 8624.000 | 1709 | 0.967 | 15738 | 111 | 0.820 | 0.198 | 0 | 0 |
| 9482 | 44 | M | 3 | Graduate | Divorced | $40K - $60K | Blue | 32 | 1 | 2 | 2 | 3575.000 | 0 | 0.843 | 7672 | 66 | 0.737 | 0.000 | 1 | 1 |
| 9483 | 44 | F | 2 | Graduate | NaN | $40K - $60K | Blue | 34 | 2 | 3 | 3 | 5508.000 | 0 | 0.890 | 7507 | 78 | 0.733 | 0.000 | 1 | 1 |
| 9484 | 31 | M | 2 | Graduate | Single | Less than $40K | Blue | 19 | 1 | 2 | 3 | 5871.000 | 1829 | 0.810 | 15645 | 117 | 0.746 | 0.312 | 0 | 0 |
| 9485 | 56 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 36 | 6 | 4 | 3 | 15219.000 | 2281 | 0.832 | 7625 | 78 | 0.950 | 0.150 | 1 | 1 |
| 9486 | 46 | M | 2 | Uneducated | Single | $120K + | Blue | 32 | 2 | 3 | 1 | 34516.000 | 2328 | 0.855 | 15754 | 121 | 0.729 | 0.067 | 0 | 0 |
| 9487 | 29 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 23 | 1 | 3 | 1 | 8147.000 | 1750 | 0.751 | 14912 | 114 | 0.869 | 0.215 | 0 | 0 |
| 9488 | 37 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 28 | 1 | 3 | 1 | 3525.000 | 1519 | 0.685 | 13625 | 110 | 1.000 | 0.431 | 0 | 0 |
| 9489 | 32 | M | 1 | Graduate | Married | $40K - $60K | Blue | 24 | 1 | 1 | 2 | 9711.000 | 972 | 0.647 | 14926 | 115 | 0.742 | 0.100 | 0 | 0 |
| 9490 | 52 | M | 2 | High School | Married | $80K - $120K | Blue | 47 | 1 | 1 | 1 | 11358.000 | 1425 | 0.611 | 14327 | 92 | 0.673 | 0.125 | 0 | 0 |
| 9491 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 47 | 1 | 2 | 1 | 6765.000 | 0 | 0.739 | 14133 | 124 | 0.771 | 0.000 | 0 | 0 |
| 9492 | 41 | M | 4 | Graduate | Married | $80K - $120K | Blue | 36 | 1 | 3 | 6 | 4725.000 | 1253 | 1.008 | 9134 | 77 | 0.974 | 0.265 | 1 | 1 |
| 9493 | 50 | F | 4 | Graduate | Single | Less than $40K | Blue | 37 | 1 | 2 | 3 | 3699.000 | 913 | 0.866 | 7297 | 71 | 0.690 | 0.247 | 1 | 1 |
| 9494 | 29 | M | 1 | Graduate | Married | $80K - $120K | Silver | 36 | 1 | 2 | 1 | 34516.000 | 1666 | 0.820 | 13971 | 116 | 0.812 | 0.048 | 0 | 0 |
| 9495 | 32 | F | 0 | High School | Divorced | Less than $40K | Blue | 25 | 2 | 3 | 0 | 8851.000 | 1753 | 0.627 | 14783 | 110 | 0.864 | 0.198 | 0 | 0 |
| 9496 | 52 | F | 1 | College | NaN | Less than $40K | Blue | 39 | 1 | 2 | 1 | 8506.000 | 0 | 0.719 | 14289 | 113 | 0.638 | 0.000 | 0 | 0 |
| 9497 | 48 | M | 2 | Graduate | Divorced | Less than $40K | Blue | 36 | 1 | 3 | 2 | 3442.000 | 1229 | 0.810 | 14618 | 100 | 0.724 | 0.357 | 0 | 0 |
| 9498 | 33 | F | 2 | Graduate | Married | Less than $40K | Blue | 24 | 1 | 3 | 2 | 3731.000 | 0 | 0.767 | 13234 | 92 | 0.840 | 0.000 | 0 | 0 |
| 9499 | 51 | F | 2 | NaN | Married | Less than $40K | Blue | 46 | 1 | 6 | 3 | 7744.000 | 1893 | 0.813 | 16059 | 124 | 0.722 | 0.244 | 0 | 0 |
| 9500 | 46 | M | 2 | High School | Single | $40K - $60K | Blue | 32 | 2 | 3 | 2 | 5972.000 | 0 | 0.606 | 14227 | 116 | 0.706 | 0.000 | 0 | 0 |
| 9501 | 47 | M | 2 | NaN | Divorced | $80K - $120K | Blue | 37 | 1 | 2 | 2 | 21714.000 | 1969 | 0.944 | 13270 | 104 | 0.625 | 0.091 | 0 | 0 |
| 9502 | 32 | M | 1 | Uneducated | Single | $80K - $120K | Blue | 15 | 2 | 2 | 1 | 3371.000 | 1530 | 0.828 | 13432 | 118 | 0.815 | 0.454 | 0 | 0 |
| 9503 | 50 | F | 2 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 1 | 1 | 9546.000 | 960 | 0.710 | 14211 | 111 | 0.657 | 0.101 | 0 | 0 |
| 9504 | 28 | F | 1 | Post-Graduate | Single | Less than $40K | Blue | 14 | 2 | 3 | 3 | 3848.000 | 0 | 0.841 | 14054 | 105 | 0.694 | 0.000 | 0 | 0 |
| 9505 | 44 | M | 3 | Graduate | Single | $40K - $60K | Blue | 40 | 1 | 3 | 1 | 9199.000 | 1230 | 0.591 | 15367 | 123 | 0.685 | 0.134 | 0 | 0 |
| 9506 | 43 | M | 2 | High School | Married | $60K - $80K | Blue | 31 | 2 | 3 | 1 | 13381.000 | 1845 | 0.883 | 14532 | 116 | 0.871 | 0.138 | 0 | 0 |
| 9507 | 50 | F | 1 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 1 | 3 | 2833.000 | 1622 | 0.951 | 14341 | 101 | 0.712 | 0.573 | 0 | 0 |
| 9508 | 53 | F | 2 | Post-Graduate | Single | abc | Blue | 41 | 2 | 2 | 3 | 15101.000 | 1396 | 0.692 | 13545 | 96 | 0.655 | 0.092 | 0 | 0 |
| 9509 | 58 | F | 3 | NaN | Married | Less than $40K | Blue | 48 | 2 | 1 | 2 | 3603.000 | 1465 | 0.630 | 14235 | 101 | 0.656 | 0.407 | 0 | 0 |
| 9510 | 51 | F | 0 | Doctorate | Single | Less than $40K | Blue | 38 | 2 | 2 | 2 | 4132.000 | 2517 | 0.786 | 13820 | 129 | 0.697 | 0.609 | 0 | 0 |
| 9511 | 39 | F | 0 | College | Single | Less than $40K | Blue | 36 | 1 | 2 | 2 | 4366.000 | 1870 | 0.814 | 15451 | 127 | 0.764 | 0.428 | 0 | 0 |
| 9512 | 42 | M | 4 | Graduate | Single | $40K - $60K | Blue | 36 | 1 | 1 | 2 | 6128.000 | 2239 | 0.768 | 13505 | 116 | 0.681 | 0.365 | 0 | 0 |
| 9513 | 44 | M | 3 | Graduate | NaN | $60K - $80K | Gold | 29 | 2 | 3 | 2 | 34516.000 | 2517 | 0.579 | 6782 | 67 | 0.763 | 0.073 | 1 | 1 |
| 9514 | 44 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 1 | 2 | 3 | 6882.000 | 1930 | 0.915 | 13836 | 113 | 0.766 | 0.280 | 0 | 0 |
| 9515 | 46 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 33 | 1 | 2 | 1 | 13490.000 | 1567 | 0.795 | 13159 | 105 | 0.750 | 0.116 | 0 | 0 |
| 9516 | 39 | M | 3 | High School | Married | $80K - $120K | Blue | 34 | 2 | 1 | 2 | 17978.000 | 1820 | 0.850 | 15657 | 114 | 0.810 | 0.101 | 0 | 0 |
| 9517 | 45 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 30 | 2 | 2 | 2 | 3821.000 | 1673 | 0.869 | 15005 | 89 | 0.712 | 0.438 | 0 | 0 |
| 9518 | 41 | F | 2 | Graduate | Single | Less than $40K | Blue | 21 | 2 | 3 | 3 | 3624.000 | 1641 | 0.833 | 15824 | 121 | 0.779 | 0.453 | 0 | 0 |
| 9519 | 42 | F | 3 | High School | Single | Less than $40K | Blue | 37 | 1 | 3 | 1 | 3787.000 | 824 | 0.809 | 16220 | 120 | 0.690 | 0.218 | 0 | 0 |
| 9520 | 38 | F | 1 | College | Single | Less than $40K | Blue | 28 | 2 | 2 | 2 | 4623.000 | 1366 | 0.776 | 14730 | 118 | 0.735 | 0.295 | 0 | 0 |
| 9521 | 36 | M | 2 | High School | Married | $80K - $120K | Blue | 30 | 2 | 1 | 2 | 4343.000 | 2220 | 1.045 | 14463 | 119 | 0.776 | 0.511 | 0 | 0 |
| 9522 | 43 | F | 3 | High School | NaN | $40K - $60K | Silver | 25 | 1 | 2 | 1 | 17328.000 | 0 | 0.820 | 15367 | 105 | 0.641 | 0.000 | 0 | 0 |
| 9523 | 51 | F | 3 | High School | Married | Less than $40K | Blue | 39 | 2 | 1 | 1 | 3803.000 | 2437 | 0.809 | 14397 | 117 | 0.746 | 0.641 | 0 | 0 |
| 9524 | 52 | M | 3 | Graduate | Married | $60K - $80K | Blue | 44 | 1 | 2 | 1 | 23889.000 | 603 | 0.792 | 13360 | 124 | 0.968 | 0.025 | 0 | 0 |
| 9525 | 50 | F | 3 | Graduate | Divorced | abc | Silver | 45 | 2 | 1 | 2 | 34516.000 | 2381 | 0.748 | 15071 | 103 | 0.717 | 0.069 | 0 | 0 |
| 9526 | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 3999.000 | 0 | 0.938 | 7567 | 76 | 0.652 | 0.000 | 1 | 1 |
| 9527 | 44 | M | 4 | NaN | Single | $80K - $120K | Blue | 26 | 1 | 2 | 1 | 11782.000 | 2177 | 0.875 | 16605 | 110 | 0.692 | 0.185 | 0 | 0 |
| 9528 | 43 | F | 4 | NaN | Single | Less than $40K | Blue | 38 | 2 | 1 | 2 | 3220.000 | 0 | 0.782 | 13339 | 90 | 0.698 | 0.000 | 0 | 0 |
| 9529 | 48 | F | 3 | NaN | NaN | $40K - $60K | Blue | 42 | 2 | 1 | 1 | 9742.000 | 2517 | 0.692 | 13082 | 92 | 0.804 | 0.258 | 0 | 0 |
| 9530 | 55 | M | 3 | Graduate | Single | $60K - $80K | Blue | 46 | 2 | 4 | 2 | 4178.000 | 0 | 0.882 | 7914 | 54 | 0.862 | 0.000 | 1 | 1 |
| 9531 | 48 | M | 4 | Graduate | Married | $80K - $120K | Blue | 34 | 1 | 1 | 1 | 34516.000 | 738 | 0.719 | 15143 | 121 | 0.635 | 0.021 | 0 | 0 |
| 9532 | 45 | M | 4 | Graduate | Married | $80K - $120K | Blue | 32 | 1 | 1 | 3 | 26819.000 | 1657 | 0.816 | 14450 | 111 | 0.762 | 0.062 | 0 | 0 |
| 9533 | 54 | M | 1 | Graduate | Divorced | $80K - $120K | Blue | 44 | 1 | 3 | 3 | 9580.000 | 132 | 0.320 | 5385 | 51 | 0.308 | 0.014 | 1 | 1 |
| 9534 | 47 | F | 4 | NaN | Single | Less than $40K | Blue | 36 | 2 | 2 | 1 | 7940.000 | 1669 | 0.696 | 15445 | 118 | 0.934 | 0.210 | 0 | 0 |
| 9535 | 39 | M | 1 | Graduate | Single | $60K - $80K | Gold | 36 | 1 | 3 | 2 | 34516.000 | 1662 | 0.751 | 13578 | 105 | 0.615 | 0.048 | 0 | 0 |
| 9536 | 47 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 39 | 2 | 2 | 2 | 3471.000 | 0 | 0.871 | 14381 | 115 | 0.742 | 0.000 | 0 | 0 |
| 9537 | 51 | M | 2 | NaN | Single | $120K + | Blue | 42 | 2 | 4 | 2 | 14938.000 | 0 | 0.758 | 8192 | 80 | 0.778 | 0.000 | 1 | 1 |
| 9538 | 49 | F | 3 | Graduate | Divorced | abc | Blue | 42 | 2 | 2 | 3 | 14072.000 | 1917 | 0.653 | 13432 | 107 | 0.981 | 0.136 | 0 | 0 |
| 9539 | 58 | F | 1 | NaN | Married | $40K - $60K | Silver | 53 | 1 | 3 | 3 | 15928.000 | 1527 | 0.838 | 14678 | 125 | 0.712 | 0.096 | 0 | 0 |
| 9540 | 40 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 30 | 6 | 2 | 3 | 20798.000 | 1059 | 1.049 | 8038 | 90 | 0.837 | 0.051 | 1 | 1 |
| 9541 | 60 | F | 1 | Graduate | Single | Less than $40K | Blue | 45 | 2 | 3 | 1 | 9752.000 | 1423 | 0.872 | 14220 | 108 | 0.964 | 0.146 | 0 | 0 |
| 9542 | 53 | M | 1 | NaN | Single | $40K - $60K | Blue | 45 | 1 | 2 | 1 | 3234.000 | 1514 | 0.846 | 13803 | 100 | 0.695 | 0.468 | 0 | 0 |
| 9543 | 45 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 24844.000 | 1273 | 0.437 | 6549 | 75 | 0.974 | 0.051 | 1 | 1 |
| 9544 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 36 | 2 | 1 | 3 | 3090.000 | 0 | 0.769 | 14198 | 101 | 0.804 | 0.000 | 0 | 0 |
| 9545 | 48 | F | 3 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 5 | 3 | 1 | 9943.000 | 2138 | 0.949 | 8325 | 54 | 1.000 | 0.215 | 1 | 1 |
| 9546 | 44 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 1 | 2 | 3 | 3384.000 | 799 | 0.737 | 13152 | 100 | 0.754 | 0.236 | 0 | 0 |
| 9547 | 29 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 1 | 2 | 1 | 3640.000 | 1419 | 0.749 | 13306 | 99 | 0.678 | 0.390 | 0 | 0 |
| 9548 | 42 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 35 | 1 | 2 | 3 | 34516.000 | 1420 | 0.848 | 14672 | 110 | 0.803 | 0.041 | 0 | 0 |
| 9549 | 45 | F | 3 | Graduate | Married | Less than $40K | Silver | 39 | 1 | 2 | 3 | 10186.000 | 1608 | 0.712 | 14023 | 106 | 0.767 | 0.158 | 0 | 0 |
| 9550 | 45 | F | 2 | High School | Single | Less than $40K | Platinum | 36 | 1 | 3 | 1 | 15987.000 | 2262 | 0.714 | 15513 | 127 | 0.649 | 0.141 | 0 | 0 |
| 9551 | 46 | M | 0 | College | Single | $80K - $120K | Blue | 39 | 2 | 3 | 3 | 16983.000 | 0 | 1.061 | 8526 | 79 | 0.837 | 0.000 | 1 | 1 |
| 9552 | 39 | M | 2 | NaN | Married | $120K + | Blue | 36 | 6 | 3 | 3 | 34516.000 | 2517 | 1.052 | 7866 | 63 | 0.750 | 0.073 | 1 | 1 |
| 9553 | 32 | M | 2 | Uneducated | Single | $80K - $120K | Silver | 20 | 2 | 3 | 3 | 34516.000 | 2136 | 0.849 | 14667 | 119 | 0.750 | 0.062 | 0 | 0 |
| 9554 | 38 | M | 2 | High School | Single | $80K - $120K | Blue | 31 | 1 | 3 | 2 | 34516.000 | 0 | 0.768 | 14036 | 99 | 0.768 | 0.000 | 0 | 0 |
| 9555 | 50 | F | 4 | NaN | Married | $40K - $60K | Blue | 41 | 1 | 2 | 2 | 4268.000 | 1509 | 0.562 | 14351 | 112 | 0.867 | 0.354 | 0 | 0 |
| 9556 | 50 | F | 2 | High School | Married | abc | Blue | 40 | 2 | 3 | 2 | 10748.000 | 1084 | 0.868 | 16541 | 126 | 0.680 | 0.101 | 0 | 0 |
| 9557 | 37 | F | 2 | NaN | Married | abc | Silver | 21 | 2 | 2 | 2 | 31718.000 | 0 | 0.910 | 7432 | 64 | 0.641 | 0.000 | 1 | 1 |
| 9558 | 42 | M | 2 | College | Single | $80K - $120K | Blue | 36 | 1 | 3 | 1 | 9959.000 | 2517 | 0.884 | 8847 | 85 | 0.771 | 0.253 | 1 | 1 |
| 9559 | 53 | M | 1 | College | Married | $80K - $120K | Silver | 36 | 2 | 2 | 2 | 34516.000 | 1484 | 1.015 | 16373 | 114 | 0.900 | 0.043 | 0 | 0 |
| 9560 | 52 | M | 1 | High School | Single | $60K - $80K | Blue | 45 | 1 | 5 | 1 | 11898.000 | 2517 | 0.745 | 15798 | 128 | 0.730 | 0.212 | 0 | 0 |
| 9561 | 57 | M | 2 | Post-Graduate | Single | $80K - $120K | Silver | 43 | 2 | 3 | 3 | 34516.000 | 1847 | 0.557 | 7842 | 61 | 0.794 | 0.054 | 1 | 1 |
| 9562 | 46 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 27 | 1 | 3 | 1 | 13056.000 | 1890 | 0.713 | 14280 | 102 | 0.672 | 0.145 | 0 | 0 |
| 9563 | 60 | M | 0 | Graduate | Single | Less than $40K | Silver | 47 | 1 | 1 | 3 | 14002.000 | 1413 | 0.621 | 13849 | 128 | 0.882 | 0.101 | 0 | 0 |
| 9564 | 40 | M | 3 | Graduate | Married | $60K - $80K | Blue | 33 | 5 | 3 | 6 | 5500.000 | 442 | 0.609 | 7720 | 67 | 0.558 | 0.080 | 1 | 1 |
| 9565 | 49 | M | 3 | Uneducated | Married | $120K + | Blue | 38 | 2 | 3 | 3 | 8549.000 | 0 | 1.023 | 9192 | 77 | 0.791 | 0.000 | 1 | 1 |
| 9566 | 56 | M | 2 | NaN | Married | Less than $40K | Blue | 44 | 5 | 3 | 1 | 4390.000 | 0 | 1.005 | 8454 | 69 | 0.769 | 0.000 | 1 | 1 |
| 9567 | 55 | M | 1 | College | Single | $80K - $120K | Blue | 43 | 2 | 2 | 3 | 24884.000 | 0 | 0.072 | 5107 | 53 | 0.293 | 0.000 | 1 | 1 |
| 9568 | 55 | F | 2 | Graduate | Married | abc | Blue | 41 | 1 | 1 | 1 | 3591.000 | 1760 | 0.507 | 13289 | 121 | 0.754 | 0.490 | 0 | 0 |
| 9569 | 55 | F | 3 | Uneducated | Single | Less than $40K | Blue | 47 | 2 | 5 | 4 | 4841.000 | 859 | 1.003 | 8918 | 87 | 0.977 | 0.177 | 1 | 1 |
| 9570 | 31 | M | 2 | NaN | NaN | $80K - $120K | Blue | 18 | 2 | 1 | 3 | 4246.000 | 2517 | 0.951 | 8102 | 66 | 0.886 | 0.593 | 1 | 1 |
| 9571 | 44 | F | 4 | Graduate | Single | abc | Blue | 36 | 2 | 1 | 2 | 7469.000 | 1378 | 0.859 | 15225 | 108 | 0.862 | 0.184 | 0 | 0 |
| 9572 | 54 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 48 | 2 | 3 | 2 | 29974.000 | 2114 | 0.925 | 15190 | 115 | 0.855 | 0.071 | 0 | 0 |
| 9573 | 58 | M | 1 | Graduate | Married | $60K - $80K | Blue | 48 | 2 | 3 | 2 | 20724.000 | 2221 | 0.769 | 14215 | 109 | 0.703 | 0.107 | 0 | 0 |
| 9574 | 53 | M | 2 | High School | Single | $120K + | Blue | 36 | 2 | 2 | 2 | 21079.000 | 1431 | 0.688 | 13930 | 96 | 0.655 | 0.068 | 0 | 0 |
| 9575 | 59 | F | 1 | Uneducated | Married | $40K - $60K | Blue | 36 | 2 | 2 | 3 | 3720.000 | 1569 | 0.891 | 16208 | 129 | 0.792 | 0.422 | 0 | 0 |
| 9576 | 54 | M | 1 | NaN | Single | $80K - $120K | Blue | 36 | 2 | 3 | 2 | 11077.000 | 573 | 0.973 | 8165 | 87 | 0.776 | 0.052 | 1 | 1 |
| 9577 | 32 | M | 1 | High School | Married | $40K - $60K | Blue | 19 | 2 | 3 | 1 | 12024.000 | 0 | 0.823 | 14551 | 105 | 0.780 | 0.000 | 0 | 0 |
| 9578 | 48 | M | 5 | Graduate | Single | $40K - $60K | Blue | 38 | 2 | 3 | 3 | 4446.000 | 0 | 0.963 | 8753 | 76 | 0.949 | 0.000 | 1 | 1 |
| 9579 | 54 | M | 3 | Graduate | Married | $120K + | Blue | 44 | 2 | 1 | 3 | 34516.000 | 862 | 0.815 | 15034 | 111 | 0.762 | 0.025 | 0 | 0 |
| 9580 | 32 | M | 0 | NaN | Married | Less than $40K | Silver | 24 | 2 | 2 | 3 | 11511.000 | 0 | 0.867 | 14436 | 123 | 0.640 | 0.000 | 0 | 0 |
| 9581 | 42 | M | 2 | Graduate | Married | $80K - $120K | Silver | 31 | 2 | 1 | 3 | 34516.000 | 1356 | 0.710 | 12878 | 104 | 0.825 | 0.039 | 0 | 0 |
| 9582 | 42 | M | 3 | Uneducated | Married | $120K + | Blue | 28 | 2 | 3 | 1 | 19192.000 | 1507 | 0.594 | 15615 | 125 | 0.736 | 0.079 | 0 | 0 |
| 9583 | 29 | M | 0 | Post-Graduate | Married | Less than $40K | Blue | 36 | 1 | 1 | 1 | 3076.000 | 0 | 0.924 | 15514 | 123 | 0.892 | 0.000 | 0 | 0 |
| 9584 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 32 | 2 | 1 | 2 | 4196.000 | 1331 | 0.537 | 14545 | 116 | 0.841 | 0.317 | 0 | 0 |
| 9585 | 45 | M | 3 | Graduate | Single | $60K - $80K | Blue | 38 | 1 | 3 | 3 | 3243.000 | 1580 | 1.075 | 15710 | 122 | 0.743 | 0.487 | 0 | 0 |
| 9586 | 56 | F | 1 | High School | Married | abc | Blue | 49 | 1 | 2 | 1 | 17542.000 | 2517 | 0.800 | 13939 | 138 | 0.792 | 0.143 | 0 | 0 |
| 9587 | 46 | M | 4 | High School | Married | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 32949.000 | 1190 | 0.664 | 14892 | 113 | 0.638 | 0.036 | 0 | 0 |
| 9588 | 41 | F | 2 | Doctorate | Married | abc | Silver | 28 | 1 | 3 | 3 | 32250.000 | 1289 | 0.703 | 15785 | 100 | 0.786 | 0.040 | 0 | 0 |
| 9589 | 50 | F | 2 | Graduate | Married | abc | Gold | 40 | 2 | 1 | 1 | 34516.000 | 1826 | 0.718 | 14994 | 121 | 0.833 | 0.053 | 0 | 0 |
| 9590 | 52 | F | 2 | College | Divorced | $40K - $60K | Gold | 43 | 2 | 2 | 3 | 23981.000 | 2114 | 0.721 | 15281 | 100 | 0.724 | 0.088 | 0 | 0 |
| 9591 | 52 | F | 2 | Graduate | Married | $40K - $60K | Blue | 43 | 1 | 2 | 3 | 4090.000 | 1649 | 0.752 | 15497 | 92 | 0.673 | 0.403 | 0 | 0 |
| 9592 | 32 | F | 0 | High School | Single | abc | Blue | 21 | 2 | 3 | 1 | 4251.000 | 2295 | 0.628 | 15574 | 115 | 0.797 | 0.540 | 0 | 0 |
| 9593 | 52 | F | 1 | High School | Single | Less than $40K | Blue | 40 | 2 | 1 | 1 | 4119.000 | 2517 | 0.754 | 15215 | 121 | 0.862 | 0.611 | 0 | 0 |
| 9594 | 60 | M | 1 | High School | Married | Less than $40K | Silver | 55 | 2 | 2 | 3 | 13399.000 | 1456 | 0.856 | 16493 | 122 | 0.649 | 0.109 | 0 | 0 |
| 9595 | 44 | F | 0 | NaN | Married | Less than $40K | Blue | 34 | 1 | 3 | 3 | 9070.000 | 1273 | 0.637 | 15211 | 129 | 0.743 | 0.140 | 0 | 0 |
| 9596 | 48 | F | 4 | Uneducated | Married | abc | Blue | 36 | 2 | 6 | 1 | 7469.000 | 1216 | 0.771 | 13614 | 104 | 0.600 | 0.163 | 0 | 0 |
| 9597 | 57 | M | 1 | Post-Graduate | NaN | $80K - $120K | Blue | 36 | 4 | 3 | 3 | 23714.000 | 0 | 0.981 | 8463 | 62 | 0.824 | 0.000 | 1 | 1 |
| 9598 | 52 | F | 2 | High School | Divorced | Less than $40K | Blue | 40 | 1 | 2 | 3 | 5240.000 | 2517 | 0.780 | 14161 | 105 | 0.875 | 0.480 | 0 | 0 |
| 9599 | 34 | M | 3 | Post-Graduate | Single | $40K - $60K | Blue | 28 | 2 | 3 | 2 | 3744.000 | 0 | 0.796 | 8202 | 69 | 0.769 | 0.000 | 1 | 1 |
| 9600 | 40 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 36 | 2 | 2 | 1 | 15594.000 | 1690 | 0.690 | 16101 | 127 | 0.608 | 0.108 | 0 | 0 |
| 9601 | 45 | M | 4 | High School | Single | $60K - $80K | Blue | 35 | 1 | 1 | 3 | 8449.000 | 2092 | 0.709 | 17634 | 120 | 0.667 | 0.248 | 0 | 0 |
| 9602 | 59 | M | 0 | High School | Single | $80K - $120K | Gold | 48 | 5 | 2 | 6 | 34516.000 | 0 | 0.969 | 8480 | 71 | 0.821 | 0.000 | 1 | 1 |
| 9603 | 43 | M | 3 | NaN | NaN | $80K - $120K | Blue | 28 | 2 | 1 | 3 | 9959.000 | 734 | 0.860 | 16732 | 116 | 0.812 | 0.074 | 0 | 0 |
| 9604 | 30 | M | 2 | College | Single | $60K - $80K | Blue | 36 | 1 | 3 | 3 | 4192.000 | 1734 | 0.753 | 13345 | 106 | 0.893 | 0.414 | 0 | 0 |
| 9605 | 38 | F | 1 | High School | Married | Less than $40K | Blue | 31 | 2 | 6 | 3 | 3416.000 | 2517 | 0.925 | 14230 | 105 | 0.780 | 0.737 | 0 | 0 |
| 9606 | 42 | M | 4 | Doctorate | Single | $60K - $80K | Blue | 31 | 2 | 2 | 2 | 3322.000 | 0 | 0.758 | 13784 | 108 | 0.588 | 0.000 | 0 | 0 |
| 9607 | 50 | M | 1 | Uneducated | Single | $60K - $80K | Blue | 30 | 1 | 3 | 2 | 14217.000 | 1816 | 0.978 | 15554 | 99 | 0.678 | 0.128 | 0 | 0 |
| 9608 | 49 | M | 4 | College | Single | $60K - $80K | Blue | 35 | 1 | 2 | 2 | 17350.000 | 1817 | 0.816 | 16132 | 118 | 0.873 | 0.105 | 0 | 0 |
| 9609 | 58 | M | 4 | High School | Married | $60K - $80K | Blue | 53 | 1 | 3 | 0 | 13784.000 | 698 | 0.750 | 13120 | 91 | 0.784 | 0.051 | 0 | 0 |
| 9610 | 54 | F | 1 | Uneducated | Married | Less than $40K | Blue | 42 | 2 | 2 | 3 | 3181.000 | 2087 | 0.752 | 13392 | 92 | 0.736 | 0.656 | 0 | 0 |
| 9611 | 39 | F | 3 | Graduate | NaN | Less than $40K | Blue | 26 | 2 | 2 | 1 | 5325.000 | 2488 | 0.926 | 13674 | 101 | 0.836 | 0.467 | 0 | 0 |
| 9612 | 48 | F | 1 | Uneducated | Single | $40K - $60K | Gold | 28 | 3 | 2 | 1 | 23981.000 | 1454 | 0.925 | 9140 | 64 | 0.684 | 0.061 | 1 | 1 |
| 9613 | 36 | M | 2 | Graduate | Married | Less than $40K | Blue | 23 | 2 | 2 | 3 | 3920.000 | 0 | 0.813 | 16500 | 102 | 0.729 | 0.000 | 0 | 0 |
| 9614 | 56 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 5158.000 | 1148 | 0.637 | 13113 | 128 | 0.882 | 0.223 | 0 | 0 |
| 9615 | 57 | F | 2 | NaN | Married | $40K - $60K | Blue | 46 | 3 | 1 | 3 | 5073.000 | 1533 | 0.654 | 13420 | 122 | 0.743 | 0.302 | 0 | 0 |
| 9616 | 47 | F | 2 | High School | Married | $40K - $60K | Blue | 40 | 2 | 1 | 3 | 4074.000 | 1868 | 0.688 | 15005 | 118 | 0.761 | 0.459 | 0 | 0 |
| 9617 | 27 | M | 1 | Graduate | Single | $40K - $60K | Blue | 21 | 2 | 3 | 1 | 10284.000 | 787 | 0.739 | 13355 | 92 | 0.840 | 0.077 | 0 | 0 |
| 9618 | 42 | M | 3 | Uneducated | Married | $120K + | Platinum | 23 | 3 | 4 | 3 | 34516.000 | 2070 | 0.880 | 13781 | 102 | 0.545 | 0.060 | 0 | 0 |
| 9619 | 53 | M | 3 | High School | Single | $80K - $120K | Silver | 33 | 2 | 2 | 3 | 34516.000 | 0 | 0.534 | 6361 | 74 | 1.114 | 0.000 | 1 | 1 |
| 9620 | 57 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 3 | 3 | 1 | 3999.000 | 721 | 0.847 | 15443 | 102 | 0.672 | 0.180 | 0 | 0 |
| 9621 | 50 | F | 0 | Post-Graduate | Divorced | Less than $40K | Blue | 36 | 3 | 4 | 1 | 3468.000 | 2221 | 0.783 | 14222 | 122 | 0.627 | 0.640 | 0 | 0 |
| 9622 | 50 | M | 4 | Graduate | Married | $80K - $120K | Blue | 39 | 3 | 1 | 2 | 11900.000 | 1796 | 0.651 | 14666 | 101 | 0.980 | 0.151 | 0 | 0 |
| 9623 | 51 | F | 1 | High School | Single | abc | Blue | 41 | 3 | 3 | 2 | 9701.000 | 0 | 1.024 | 9404 | 62 | 0.824 | 0.000 | 1 | 1 |
| 9624 | 61 | M | 0 | Graduate | Single | $80K - $120K | Gold | 50 | 3 | 3 | 3 | 34516.000 | 1357 | 0.687 | 13722 | 124 | 0.746 | 0.039 | 0 | 0 |
| 9625 | 30 | F | 0 | Uneducated | Married | Less than $40K | Blue | 13 | 3 | 1 | 3 | 6075.000 | 0 | 0.923 | 9242 | 63 | 0.909 | 0.000 | 1 | 1 |
| 9626 | 60 | M | 0 | Uneducated | Married | $40K - $60K | Blue | 54 | 3 | 3 | 3 | 13035.000 | 1285 | 0.761 | 14585 | 97 | 0.980 | 0.099 | 0 | 0 |
| 9627 | 43 | M | 2 | Post-Graduate | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 17306.000 | 0 | 0.400 | 6205 | 65 | 0.806 | 0.000 | 1 | 1 |
| 9628 | 41 | F | 4 | Uneducated | Single | Less than $40K | Gold | 36 | 3 | 3 | 3 | 15987.000 | 0 | 0.598 | 7832 | 73 | 0.780 | 0.000 | 1 | 1 |
| 9629 | 42 | M | 2 | Graduate | Single | $60K - $80K | Silver | 36 | 3 | 3 | 2 | 34516.000 | 0 | 0.774 | 12920 | 132 | 0.737 | 0.000 | 0 | 0 |
| 9630 | 36 | M | 2 | High School | Married | $120K + | Blue | 36 | 3 | 1 | 2 | 34516.000 | 939 | 0.826 | 15552 | 107 | 0.754 | 0.027 | 0 | 0 |
| 9631 | 27 | F | 1 | High School | Married | abc | Blue | 15 | 2 | 1 | 2 | 7469.000 | 0 | 0.688 | 16730 | 122 | 0.718 | 0.000 | 0 | 0 |
| 9632 | 59 | M | 0 | College | Married | $80K - $120K | Blue | 50 | 3 | 2 | 3 | 12918.000 | 2352 | 1.008 | 9138 | 76 | 0.900 | 0.182 | 1 | 1 |
| 9633 | 59 | F | 1 | High School | Single | Less than $40K | Blue | 50 | 1 | 0 | 3 | 4085.000 | 0 | 0.787 | 7597 | 71 | 0.690 | 0.000 | 1 | 1 |
| 9634 | 55 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 1 | 2 | 3705.000 | 1355 | 0.742 | 16089 | 119 | 0.725 | 0.366 | 0 | 0 |
| 9635 | 56 | F | 1 | High School | Married | Less than $40K | Blue | 43 | 3 | 1 | 1 | 5319.000 | 921 | 0.866 | 15048 | 110 | 0.618 | 0.173 | 0 | 0 |
| 9636 | 34 | M | 3 | Graduate | Married | $40K - $60K | Blue | 36 | 3 | 2 | 1 | 4549.000 | 990 | 0.745 | 13804 | 123 | 0.732 | 0.218 | 0 | 0 |
| 9637 | 49 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 39 | 2 | 3 | 1 | 15894.000 | 1293 | 0.693 | 14256 | 118 | 0.735 | 0.081 | 0 | 0 |
| 9638 | 32 | M | 1 | NaN | Single | $40K - $60K | Silver | 16 | 3 | 3 | 1 | 17894.000 | 2517 | 0.731 | 15305 | 111 | 0.586 | 0.141 | 0 | 0 |
| 9639 | 49 | F | 3 | NaN | Single | Less than $40K | Blue | 37 | 2 | 2 | 2 | 5855.000 | 0 | 0.962 | 9202 | 80 | 0.860 | 0.000 | 1 | 1 |
| 9640 | 60 | F | 1 | Uneducated | Married | Less than $40K | Silver | 54 | 2 | 2 | 3 | 13062.000 | 1731 | 0.936 | 13609 | 108 | 0.565 | 0.133 | 0 | 0 |
| 9641 | 51 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 3 | 3 | 3 | 7428.000 | 0 | 0.873 | 8078 | 62 | 0.722 | 0.000 | 1 | 1 |
| 9642 | 39 | M | 2 | College | Married | Less than $40K | Blue | 19 | 3 | 3 | 2 | 8848.000 | 961 | 0.884 | 15352 | 117 | 0.671 | 0.109 | 0 | 0 |
| 9643 | 54 | F | 2 | Graduate | Married | $40K - $60K | Blue | 41 | 3 | 1 | 3 | 7362.000 | 1176 | 0.735 | 17390 | 130 | 0.688 | 0.160 | 0 | 0 |
| 9644 | 53 | M | 5 | Graduate | Single | $120K + | Gold | 36 | 2 | 4 | 1 | 34516.000 | 2088 | 0.822 | 15290 | 123 | 0.732 | 0.060 | 0 | 0 |
| 9645 | 35 | M | 3 | Post-Graduate | Married | $80K - $120K | Blue | 28 | 3 | 1 | 2 | 4380.000 | 0 | 0.719 | 17258 | 121 | 0.704 | 0.000 | 0 | 0 |
| 9646 | 47 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 36 | 3 | 3 | 2 | 12510.000 | 1871 | 0.748 | 14018 | 128 | 0.778 | 0.150 | 0 | 0 |
| 9647 | 52 | M | 5 | NaN | Single | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 23712.000 | 2195 | 0.754 | 16258 | 115 | 0.855 | 0.093 | 0 | 0 |
| 9648 | 57 | F | 2 | Doctorate | Single | Less than $40K | Blue | 44 | 2 | 2 | 3 | 9149.000 | 1254 | 0.762 | 14401 | 100 | 0.754 | 0.137 | 0 | 0 |
| 9649 | 47 | F | 3 | Uneducated | Single | abc | Silver | 33 | 2 | 2 | 3 | 34516.000 | 1930 | 0.930 | 16369 | 125 | 0.736 | 0.056 | 0 | 0 |
| 9650 | 54 | F | 1 | High School | Married | Less than $40K | Blue | 41 | 3 | 3 | 2 | 3784.000 | 2517 | 0.648 | 15199 | 96 | 0.684 | 0.665 | 0 | 0 |
| 9651 | 39 | M | 1 | High School | Single | $80K - $120K | Blue | 29 | 3 | 1 | 2 | 9680.000 | 2101 | 0.626 | 15152 | 100 | 0.695 | 0.217 | 0 | 0 |
| 9652 | 50 | M | 4 | High School | Married | $120K + | Blue | 41 | 2 | 2 | 2 | 34516.000 | 2353 | 0.667 | 15214 | 129 | 0.675 | 0.068 | 0 | 0 |
| 9653 | 60 | F | 1 | High School | Married | Less than $40K | Blue | 47 | 2 | 3 | 1 | 3845.000 | 1460 | 0.857 | 14432 | 106 | 0.828 | 0.380 | 0 | 0 |
| 9654 | 41 | M | 2 | Uneducated | Single | $40K - $60K | Blue | 27 | 2 | 3 | 1 | 13409.000 | 1255 | 0.742 | 15573 | 99 | 0.768 | 0.094 | 0 | 0 |
| 9655 | 50 | M | 2 | Graduate | Single | $80K - $120K | Silver | 40 | 3 | 4 | 6 | 34516.000 | 0 | 0.801 | 7661 | 79 | 1.079 | 0.000 | 1 | 1 |
| 9656 | 51 | M | 0 | NaN | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 8065.000 | 0 | 0.729 | 14807 | 115 | 0.769 | 0.000 | 0 | 0 |
| 9657 | 56 | M | 3 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 2 | 20501.000 | 561 | 0.779 | 15162 | 99 | 0.678 | 0.027 | 0 | 0 |
| 9658 | 41 | M | 3 | College | Single | $60K - $80K | Blue | 36 | 3 | 3 | 1 | 23260.000 | 1476 | 0.975 | 15140 | 105 | 0.810 | 0.063 | 0 | 0 |
| 9659 | 44 | F | 5 | Post-Graduate | NaN | Less than $40K | Blue | 33 | 3 | 3 | 2 | 9073.000 | 2466 | 0.446 | 6793 | 60 | 1.069 | 0.272 | 1 | 1 |
| 9660 | 36 | M | 1 | Graduate | Single | $60K - $80K | Blue | 24 | 3 | 2 | 1 | 20101.000 | 1299 | 0.858 | 14732 | 115 | 0.855 | 0.065 | 0 | 0 |
| 9661 | 31 | M | 0 | Graduate | Married | Less than $40K | Blue | 36 | 3 | 2 | 3 | 6911.000 | 2517 | 0.934 | 8123 | 71 | 0.732 | 0.364 | 1 | 1 |
| 9662 | 49 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 2 | 3423.000 | 2186 | 0.671 | 14037 | 120 | 0.875 | 0.639 | 0 | 0 |
| 9663 | 40 | F | 3 | College | Single | Less than $40K | Silver | 36 | 2 | 1 | 0 | 10729.000 | 0 | 0.680 | 14364 | 108 | 0.636 | 0.000 | 0 | 0 |
| 9664 | 49 | F | 4 | High School | Single | abc | Silver | 30 | 2 | 3 | 2 | 34516.000 | 1963 | 0.758 | 13174 | 86 | 0.792 | 0.057 | 0 | 0 |
| 9665 | 46 | M | 4 | NaN | Married | $80K - $120K | Blue | 39 | 3 | 3 | 2 | 34516.000 | 289 | 0.950 | 8964 | 76 | 1.054 | 0.008 | 1 | 1 |
| 9666 | 54 | M | 1 | NaN | Single | $80K - $120K | Blue | 49 | 2 | 3 | 3 | 28570.000 | 2027 | 0.749 | 15130 | 102 | 0.759 | 0.071 | 0 | 0 |
| 9667 | 29 | M | 1 | High School | Married | $60K - $80K | Blue | 16 | 3 | 2 | 1 | 12495.000 | 2517 | 0.827 | 14524 | 106 | 0.683 | 0.201 | 0 | 0 |
| 9668 | 46 | M | 3 | College | Married | $60K - $80K | Blue | 39 | 3 | 3 | 2 | 13344.000 | 1907 | 0.832 | 8534 | 86 | 0.830 | 0.143 | 1 | 0 |
| 9669 | 50 | M | 1 | NaN | Single | $120K + | Blue | 37 | 4 | 3 | 2 | 32563.000 | 0 | 1.013 | 9220 | 81 | 0.884 | 0.000 | 1 | 1 |
| 9670 | 49 | F | 3 | Graduate | Single | abc | Blue | 36 | 3 | 2 | 2 | 3375.000 | 0 | 0.629 | 13992 | 103 | 0.807 | 0.000 | 0 | 0 |
| 9671 | 50 | M | 2 | College | Married | $60K - $80K | Blue | 36 | 2 | 2 | 1 | 12299.000 | 1664 | 0.879 | 15060 | 90 | 0.915 | 0.135 | 0 | 0 |
| 9672 | 60 | M | 1 | High School | Single | Less than $40K | Blue | 50 | 4 | 4 | 5 | 4613.000 | 0 | 0.978 | 8970 | 78 | 1.294 | 0.000 | 1 | 1 |
| 9673 | 55 | F | 2 | Doctorate | Married | Less than $40K | Silver | 36 | 3 | 2 | 1 | 10858.000 | 0 | 0.787 | 14475 | 111 | 0.682 | 0.000 | 0 | 0 |
| 9674 | 57 | M | 3 | Post-Graduate | Single | $80K - $120K | Blue | 50 | 3 | 1 | 1 | 34516.000 | 2293 | 0.799 | 14287 | 114 | 0.754 | 0.066 | 0 | 0 |
| 9675 | 47 | M | 3 | High School | Married | $60K - $80K | Blue | 41 | 2 | 3 | 3 | 4207.000 | 1556 | 0.658 | 15312 | 122 | 0.718 | 0.370 | 0 | 0 |
| 9676 | 45 | F | 2 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 3 | 1 | 3336.000 | 1889 | 0.850 | 13989 | 105 | 0.567 | 0.566 | 0 | 0 |
| 9677 | 45 | F | 5 | NaN | NaN | Less than $40K | Blue | 37 | 2 | 2 | 2 | 5465.000 | 1967 | 0.644 | 14192 | 115 | 0.667 | 0.360 | 0 | 0 |
| 9678 | 55 | F | 1 | College | Single | Less than $40K | Silver | 36 | 3 | 1 | 3 | 12633.000 | 1661 | 0.718 | 14378 | 98 | 0.690 | 0.131 | 0 | 0 |
| 9679 | 39 | M | 1 | College | Single | $80K - $120K | Blue | 36 | 3 | 1 | 3 | 34516.000 | 1260 | 0.877 | 14576 | 95 | 0.759 | 0.037 | 0 | 0 |
| 9680 | 35 | F | 0 | Doctorate | Married | Less than $40K | Blue | 27 | 2 | 3 | 2 | 3876.000 | 0 | 0.848 | 7712 | 73 | 0.825 | 0.000 | 1 | 1 |
| 9681 | 40 | F | 4 | Uneducated | Married | abc | Blue | 29 | 2 | 3 | 3 | 3326.000 | 2181 | 0.827 | 13583 | 110 | 0.746 | 0.656 | 0 | 0 |
| 9682 | 49 | M | 4 | Post-Graduate | Single | $120K + | Silver | 38 | 3 | 3 | 1 | 34516.000 | 1562 | 0.618 | 14212 | 100 | 0.667 | 0.045 | 0 | 0 |
| 9683 | 32 | M | 3 | Graduate | Married | $40K - $60K | Blue | 20 | 2 | 2 | 2 | 3264.000 | 0 | 0.549 | 6439 | 63 | 0.750 | 0.000 | 1 | 1 |
| 9684 | 46 | M | 1 | Graduate | Married | $40K - $60K | Blue | 27 | 2 | 2 | 2 | 6903.000 | 2091 | 0.919 | 15751 | 107 | 0.911 | 0.303 | 0 | 0 |
| 9685 | 42 | F | 3 | NaN | Married | Less than $40K | Blue | 31 | 2 | 3 | 2 | 2940.000 | 0 | 0.962 | 14792 | 120 | 0.875 | 0.000 | 0 | 0 |
| 9686 | 51 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 38 | 3 | 3 | 1 | 13731.000 | 1375 | 0.878 | 14826 | 99 | 0.707 | 0.100 | 0 | 0 |
| 9687 | 52 | M | 1 | NaN | Single | $40K - $60K | Blue | 36 | 3 | 3 | 4 | 4826.000 | 0 | 0.954 | 8585 | 62 | 1.000 | 0.000 | 1 | 1 |
| 9688 | 43 | M | 5 | Graduate | Married | $60K - $80K | Blue | 25 | 1 | 2 | 3 | 4259.000 | 0 | 0.934 | 7993 | 71 | 0.651 | 0.000 | 1 | 1 |
| 9689 | 38 | M | 1 | Uneducated | NaN | $40K - $60K | Blue | 18 | 3 | 3 | 3 | 3523.000 | 1379 | 0.710 | 15108 | 118 | 0.710 | 0.391 | 0 | 0 |
| 9690 | 44 | M | 3 | College | Married | $60K - $80K | Gold | 34 | 3 | 1 | 3 | 34516.000 | 1543 | 0.774 | 13967 | 101 | 0.712 | 0.045 | 0 | 0 |
| 9691 | 47 | F | 4 | High School | NaN | abc | Blue | 42 | 3 | 3 | 2 | 16998.000 | 1404 | 0.785 | 13977 | 127 | 0.693 | 0.083 | 0 | 0 |
| 9692 | 56 | M | 2 | Graduate | Single | $120K + | Blue | 45 | 2 | 2 | 3 | 11714.000 | 898 | 0.726 | 13956 | 122 | 0.718 | 0.077 | 0 | 0 |
| 9693 | 32 | M | 0 | College | Single | $60K - $80K | Blue | 24 | 3 | 2 | 3 | 4097.000 | 0 | 0.836 | 8376 | 64 | 0.684 | 0.000 | 1 | 1 |
| 9694 | 41 | F | 3 | High School | Married | Less than $40K | Blue | 31 | 3 | 3 | 3 | 3952.000 | 0 | 1.002 | 8241 | 82 | 0.952 | 0.000 | 1 | 1 |
| 9695 | 41 | F | 4 | NaN | Single | abc | Blue | 25 | 2 | 2 | 3 | 29295.000 | 0 | 1.411 | 9865 | 65 | 0.711 | 0.000 | 1 | 1 |
| 9696 | 31 | F | 0 | Post-Graduate | Single | abc | Blue | 36 | 3 | 3 | 1 | 26423.000 | 0 | 0.671 | 13575 | 108 | 0.770 | 0.000 | 0 | 0 |
| 9697 | 45 | F | 4 | Uneducated | Married | Less than $40K | Blue | 37 | 3 | 3 | 1 | 3196.000 | 1817 | 0.731 | 13300 | 104 | 0.677 | 0.569 | 0 | 0 |
| 9698 | 50 | F | 0 | Graduate | Married | Less than $40K | Blue | 38 | 2 | 3 | 1 | 4935.000 | 1574 | 1.010 | 8527 | 84 | 0.500 | 0.319 | 1 | 0 |
| 9699 | 31 | M | 0 | Graduate | Single | $60K - $80K | Silver | 24 | 2 | 2 | 2 | 34516.000 | 984 | 0.913 | 15347 | 109 | 0.787 | 0.029 | 0 | 0 |
| 9700 | 47 | M | 2 | Graduate | Married | $80K - $120K | Blue | 36 | 3 | 3 | 2 | 12933.000 | 2239 | 0.445 | 6564 | 56 | 0.514 | 0.173 | 1 | 1 |
| 9701 | 42 | M | 4 | Graduate | NaN | $60K - $80K | Silver | 30 | 3 | 1 | 3 | 29937.000 | 0 | 0.746 | 14863 | 109 | 0.627 | 0.000 | 0 | 0 |
| 9702 | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 38 | 2 | 1 | 2 | 8881.000 | 1901 | 0.808 | 15530 | 110 | 0.692 | 0.214 | 0 | 0 |
| 9703 | 52 | M | 3 | NaN | Single | $80K - $120K | Blue | 42 | 3 | 3 | 3 | 27514.000 | 1834 | 0.769 | 12841 | 100 | 0.786 | 0.067 | 0 | 0 |
| 9704 | 45 | M | 2 | Uneducated | Married | $80K - $120K | Blue | 37 | 3 | 1 | 1 | 32275.000 | 1845 | 0.841 | 14917 | 88 | 0.796 | 0.057 | 0 | 0 |
| 9705 | 48 | F | 3 | Uneducated | Divorced | Less than $40K | Blue | 44 | 3 | 2 | 1 | 4107.000 | 2517 | 0.779 | 16027 | 112 | 0.723 | 0.613 | 0 | 0 |
| 9706 | 53 | F | 2 | High School | Married | abc | Blue | 47 | 3 | 1 | 1 | 7469.000 | 1294 | 0.869 | 15212 | 124 | 0.746 | 0.173 | 0 | 0 |
| 9707 | 58 | F | 3 | Graduate | Married | Less than $40K | Blue | 36 | 2 | 2 | 2 | 5023.000 | 1857 | 0.631 | 14111 | 98 | 0.690 | 0.370 | 0 | 0 |
| 9708 | 36 | F | 2 | NaN | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 6071.000 | 0 | 0.912 | 9338 | 59 | 0.903 | 0.000 | 1 | 1 |
| 9709 | 45 | M | 3 | Doctorate | Single | $60K - $80K | Silver | 34 | 3 | 3 | 1 | 27494.000 | 879 | 0.671 | 14375 | 112 | 0.672 | 0.032 | 0 | 0 |
| 9710 | 41 | F | 1 | High School | Divorced | Less than $40K | Blue | 36 | 2 | 3 | 1 | 7106.000 | 2031 | 0.746 | 16377 | 124 | 0.746 | 0.286 | 0 | 0 |
| 9711 | 43 | M | 5 | Post-Graduate | Single | $60K - $80K | Blue | 31 | 3 | 3 | 1 | 17230.000 | 1805 | 0.788 | 14781 | 130 | 0.857 | 0.105 | 0 | 0 |
| 9712 | 49 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 42 | 3 | 2 | 1 | 30885.000 | 2018 | 0.904 | 17350 | 115 | 0.620 | 0.065 | 0 | 0 |
| 9713 | 53 | F | 1 | NaN | NaN | Less than $40K | Blue | 43 | 2 | 2 | 2 | 3629.000 | 2517 | 0.735 | 14205 | 102 | 0.759 | 0.694 | 0 | 0 |
| 9714 | 39 | M | 2 | Uneducated | Married | $120K + | Silver | 19 | 2 | 1 | 2 | 34516.000 | 796 | 0.841 | 7721 | 75 | 0.667 | 0.023 | 1 | 1 |
| 9715 | 50 | F | 1 | Graduate | Single | abc | Blue | 36 | 3 | 2 | 2 | 17970.000 | 1390 | 0.724 | 13204 | 97 | 0.796 | 0.077 | 0 | 0 |
| 9716 | 38 | M | 3 | Graduate | Married | Less than $40K | Silver | 27 | 3 | 2 | 3 | 10343.000 | 2070 | 0.747 | 14805 | 115 | 0.769 | 0.200 | 0 | 0 |
| 9717 | 43 | M | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 3 | 3 | 9267.000 | 0 | 0.866 | 7991 | 90 | 1.093 | 0.000 | 1 | 1 |
| 9718 | 55 | F | 2 | College | Married | $40K - $60K | Blue | 45 | 2 | 3 | 3 | 2985.000 | 1651 | 0.693 | 14187 | 103 | 0.873 | 0.553 | 0 | 0 |
| 9719 | 39 | F | 2 | Uneducated | Married | Less than $40K | Silver | 34 | 3 | 3 | 3 | 14386.000 | 2517 | 0.735 | 13377 | 114 | 0.869 | 0.175 | 0 | 0 |
| 9720 | 38 | M | 1 | High School | Single | $40K - $60K | Blue | 19 | 2 | 3 | 3 | 3581.000 | 694 | 0.673 | 14637 | 109 | 0.787 | 0.194 | 0 | 0 |
| 9721 | 37 | M | 2 | Graduate | Married | Less than $40K | Blue | 28 | 2 | 2 | 3 | 3079.000 | 1267 | 0.650 | 14540 | 104 | 0.552 | 0.411 | 0 | 0 |
| 9722 | 48 | F | 2 | NaN | Single | Less than $40K | Blue | 37 | 3 | 3 | 2 | 3594.000 | 1996 | 0.795 | 14881 | 109 | 0.703 | 0.555 | 0 | 0 |
| 9723 | 34 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 18 | 3 | 2 | 2 | 10488.000 | 1636 | 0.681 | 14719 | 116 | 0.681 | 0.156 | 0 | 0 |
| 9724 | 50 | M | 3 | College | Single | $80K - $120K | Silver | 36 | 3 | 3 | 2 | 34516.000 | 2517 | 0.735 | 7155 | 66 | 0.650 | 0.073 | 1 | 1 |
| 9725 | 41 | M | 3 | Doctorate | Single | $80K - $120K | Blue | 29 | 2 | 2 | 3 | 24001.000 | 1629 | 0.965 | 9102 | 75 | 0.974 | 0.068 | 1 | 1 |
| 9726 | 49 | F | 2 | Post-Graduate | Married | Less than $40K | Blue | 37 | 2 | 1 | 2 | 5500.000 | 0 | 0.675 | 14357 | 110 | 0.618 | 0.000 | 0 | 0 |
| 9727 | 37 | M | 1 | Uneducated | Married | $120K + | Blue | 17 | 1 | 1 | 3 | 34516.000 | 0 | 0.776 | 14127 | 116 | 0.731 | 0.000 | 0 | 0 |
| 9728 | 46 | M | 2 | Graduate | Single | $120K + | Blue | 28 | 1 | 1 | 1 | 7790.000 | 1921 | 0.789 | 14567 | 131 | 0.617 | 0.247 | 0 | 0 |
| 9729 | 53 | M | 2 | Graduate | Married | $80K - $120K | Blue | 41 | 2 | 3 | 1 | 10301.000 | 2451 | 0.906 | 16359 | 111 | 0.657 | 0.238 | 0 | 0 |
| 9730 | 48 | F | 4 | High School | Single | abc | Blue | 36 | 2 | 3 | 1 | 23939.000 | 1419 | 0.785 | 14812 | 101 | 0.804 | 0.059 | 0 | 0 |
| 9731 | 31 | M | 0 | Graduate | Divorced | $80K - $120K | Blue | 19 | 1 | 1 | 2 | 21615.000 | 570 | 0.737 | 16464 | 103 | 0.717 | 0.026 | 0 | 0 |
| 9732 | 40 | F | 3 | Uneducated | Married | Less than $40K | Blue | 33 | 1 | 1 | 1 | 8712.000 | 991 | 0.615 | 14512 | 115 | 0.769 | 0.114 | 0 | 0 |
| 9733 | 37 | F | 2 | Uneducated | NaN | Less than $40K | Silver | 29 | 5 | 2 | 6 | 12203.000 | 0 | 0.900 | 8600 | 94 | 0.843 | 0.000 | 1 | 1 |
| 9734 | 61 | M | 0 | Graduate | Married | $60K - $80K | Blue | 48 | 1 | 3 | 1 | 15483.000 | 2148 | 0.738 | 14463 | 94 | 0.774 | 0.139 | 0 | 0 |
| 9735 | 45 | M | 0 | Uneducated | Single | $80K - $120K | Blue | 36 | 1 | 4 | 3 | 20356.000 | 2031 | 0.752 | 15180 | 121 | 0.806 | 0.100 | 0 | 0 |
| 9736 | 32 | F | 1 | High School | Single | Less than $40K | Blue | 16 | 2 | 3 | 1 | 3548.000 | 2517 | 0.818 | 15157 | 97 | 0.865 | 0.709 | 0 | 0 |
| 9737 | 31 | M | 0 | Graduate | Single | $40K - $60K | Blue | 36 | 2 | 3 | 3 | 4661.000 | 1835 | 0.999 | 14257 | 110 | 0.964 | 0.394 | 0 | 0 |
| 9738 | 43 | F | 5 | Graduate | Married | Less than $40K | Gold | 38 | 2 | 2 | 1 | 15987.000 | 1372 | 0.649 | 15058 | 109 | 0.912 | 0.086 | 0 | 0 |
| 9739 | 57 | M | 2 | Uneducated | NaN | $80K - $120K | Blue | 48 | 4 | 1 | 3 | 30543.000 | 264 | 0.882 | 7784 | 63 | 0.703 | 0.009 | 1 | 1 |
| 9740 | 42 | F | 3 | Graduate | Married | Less than $40K | Blue | 35 | 2 | 4 | 3 | 5230.000 | 2517 | 0.937 | 9495 | 61 | 0.605 | 0.481 | 1 | 1 |
| 9741 | 43 | M | 2 | Graduate | Married | $80K - $120K | Blue | 38 | 2 | 1 | 2 | 34516.000 | 0 | 0.674 | 14160 | 124 | 0.771 | 0.000 | 0 | 0 |
| 9742 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 34 | 1 | 3 | 3 | 3246.000 | 2517 | 0.722 | 13671 | 103 | 0.689 | 0.775 | 0 | 0 |
| 9743 | 46 | F | 3 | Graduate | Married | $40K - $60K | Blue | 38 | 2 | 3 | 3 | 10018.000 | 829 | 0.844 | 13819 | 114 | 0.810 | 0.083 | 0 | 0 |
| 9744 | 43 | F | 2 | NaN | Single | Less than $40K | Silver | 24 | 1 | 1 | 3 | 10272.000 | 1523 | 0.869 | 14321 | 113 | 0.794 | 0.148 | 0 | 0 |
| 9745 | 32 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 1 | 1 | 2 | 4097.000 | 1293 | 0.671 | 15925 | 100 | 0.786 | 0.316 | 0 | 0 |
| 9746 | 49 | F | 1 | Uneducated | Married | abc | Blue | 36 | 2 | 3 | 2 | 19846.000 | 2162 | 0.602 | 16908 | 122 | 0.694 | 0.109 | 0 | 0 |
| 9747 | 32 | M | 0 | Post-Graduate | Married | $60K - $80K | Blue | 25 | 6 | 2 | 2 | 4469.000 | 2331 | 1.006 | 8314 | 67 | 0.763 | 0.522 | 1 | 1 |
| 9748 | 49 | M | 4 | Graduate | Single | $80K - $120K | Blue | 43 | 1 | 2 | 2 | 20701.000 | 2517 | 1.023 | 14374 | 113 | 0.823 | 0.122 | 0 | 0 |
| 9749 | 54 | M | 3 | Graduate | Married | $120K + | Blue | 48 | 1 | 3 | 2 | 8426.000 | 0 | 0.960 | 14378 | 103 | 0.717 | 0.000 | 0 | 0 |
| 9750 | 38 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 29 | 2 | 2 | 2 | 16722.000 | 0 | 0.719 | 15110 | 113 | 0.823 | 0.000 | 0 | 0 |
| 9751 | 60 | M | 0 | High School | Single | $80K - $120K | Silver | 36 | 1 | 2 | 3 | 34516.000 | 806 | 0.755 | 13434 | 102 | 0.672 | 0.023 | 0 | 0 |
| 9752 | 47 | M | 3 | Graduate | Single | $40K - $60K | Blue | 34 | 4 | 3 | 3 | 4413.000 | 232 | 0.799 | 7869 | 76 | 0.767 | 0.053 | 1 | 1 |
| 9753 | 31 | F | 1 | Post-Graduate | Married | Less than $40K | Blue | 21 | 2 | 1 | 2 | 5342.000 | 2005 | 0.682 | 14738 | 94 | 0.709 | 0.375 | 0 | 0 |
| 9754 | 52 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 8455.000 | 2517 | 0.809 | 8124 | 73 | 1.028 | 0.298 | 1 | 1 |
| 9755 | 49 | M | 3 | Uneducated | Single | Less than $40K | Blue | 44 | 2 | 3 | 2 | 7659.000 | 1698 | 0.992 | 15860 | 105 | 0.750 | 0.222 | 0 | 0 |
| 9756 | 49 | F | 1 | Graduate | Married | Less than $40K | Silver | 36 | 2 | 3 | 3 | 11059.000 | 0 | 0.990 | 9524 | 80 | 0.905 | 0.000 | 1 | 1 |
| 9757 | 31 | M | 0 | NaN | Married | Less than $40K | Blue | 25 | 2 | 3 | 0 | 4093.000 | 0 | 0.697 | 15495 | 112 | 0.778 | 0.000 | 0 | 0 |
| 9758 | 39 | M | 1 | Graduate | Married | $80K - $120K | Blue | 36 | 2 | 2 | 3 | 24239.000 | 0 | 0.940 | 8549 | 73 | 0.780 | 0.000 | 1 | 1 |
| 9759 | 44 | M | 3 | High School | NaN | $120K + | Blue | 36 | 2 | 3 | 2 | 7793.000 | 2270 | 0.945 | 8260 | 54 | 0.500 | 0.291 | 1 | 1 |
| 9760 | 32 | M | 1 | High School | Single | $80K - $120K | Blue | 26 | 2 | 3 | 2 | 6407.000 | 1130 | 0.756 | 14471 | 93 | 0.603 | 0.176 | 0 | 0 |
| 9761 | 57 | M | 2 | High School | Single | $60K - $80K | Blue | 36 | 2 | 3 | 3 | 6024.000 | 1532 | 0.867 | 15763 | 97 | 0.830 | 0.254 | 0 | 0 |
| 9762 | 48 | F | 2 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 2 | 3 | 3352.000 | 2122 | 0.701 | 14802 | 106 | 0.797 | 0.633 | 0 | 0 |
| 9763 | 44 | M | 1 | NaN | Married | $80K - $120K | Blue | 33 | 2 | 3 | 1 | 32222.000 | 0 | 0.844 | 14220 | 95 | 0.610 | 0.000 | 0 | 0 |
| 9764 | 31 | F | 0 | College | Married | abc | Silver | 24 | 2 | 3 | 1 | 34516.000 | 2032 | 0.820 | 14544 | 104 | 0.705 | 0.059 | 0 | 0 |
| 9765 | 44 | F | 3 | Graduate | NaN | abc | Silver | 36 | 2 | 3 | 3 | 34516.000 | 941 | 0.659 | 12042 | 117 | 0.857 | 0.027 | 0 | 0 |
| 9766 | 49 | M | 4 | College | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 31091.000 | 966 | 0.570 | 14565 | 108 | 0.742 | 0.031 | 0 | 0 |
| 9767 | 54 | M | 5 | High School | Married | $80K - $120K | Blue | 48 | 2 | 1 | 3 | 7464.000 | 0 | 0.865 | 9071 | 74 | 1.000 | 0.000 | 1 | 1 |
| 9768 | 29 | M | 0 | Graduate | Single | $120K + | Blue | 22 | 2 | 2 | 3 | 11722.000 | 0 | 0.778 | 8302 | 78 | 0.902 | 0.000 | 1 | 1 |
| 9769 | 41 | M | 4 | High School | Married | Less than $40K | Blue | 32 | 2 | 3 | 3 | 7769.000 | 0 | 0.943 | 8109 | 74 | 0.762 | 0.000 | 1 | 1 |
| 9770 | 46 | M | 4 | High School | Divorced | $120K + | Blue | 31 | 2 | 3 | 1 | 3569.000 | 1553 | 0.798 | 16695 | 116 | 0.681 | 0.435 | 0 | 0 |
| 9771 | 47 | F | 4 | High School | Married | Less than $40K | Blue | 36 | 1 | 3 | 1 | 3216.000 | 1480 | 0.733 | 14178 | 123 | 0.809 | 0.460 | 0 | 0 |
| 9772 | 30 | M | 1 | NaN | NaN | Less than $40K | Blue | 13 | 1 | 3 | 1 | 3789.000 | 1782 | 0.850 | 15670 | 116 | 0.785 | 0.470 | 0 | 0 |
| 9773 | 31 | F | 1 | NaN | Divorced | Less than $40K | Blue | 13 | 2 | 2 | 3 | 3533.000 | 1206 | 0.859 | 16339 | 120 | 0.579 | 0.341 | 0 | 0 |
| 9774 | 43 | M | 4 | Uneducated | Married | $120K + | Silver | 36 | 1 | 2 | 1 | 34516.000 | 1816 | 0.995 | 15226 | 113 | 0.712 | 0.053 | 0 | 0 |
| 9775 | 52 | M | 2 | Uneducated | Single | $80K - $120K | Blue | 34 | 2 | 2 | 3 | 27229.000 | 0 | 0.795 | 13264 | 120 | 0.667 | 0.000 | 0 | 0 |
| 9776 | 52 | M | 2 | Graduate | Divorced | $80K - $120K | Silver | 44 | 4 | 3 | 2 | 34516.000 | 751 | 0.357 | 5806 | 40 | 0.429 | 0.022 | 1 | 1 |
| 9777 | 43 | F | 3 | Doctorate | Single | Less than $40K | Blue | 30 | 1 | 2 | 2 | 6261.000 | 463 | 0.889 | 8132 | 64 | 0.600 | 0.074 | 1 | 1 |
| 9778 | 57 | F | 0 | Uneducated | Married | Less than $40K | Blue | 51 | 2 | 3 | 3 | 6996.000 | 2092 | 0.794 | 15017 | 120 | 0.765 | 0.299 | 0 | 0 |
| 9779 | 52 | F | 4 | Graduate | Single | Less than $40K | Blue | 36 | 2 | 3 | 3 | 4440.000 | 1149 | 0.842 | 14973 | 112 | 0.723 | 0.259 | 0 | 0 |
| 9780 | 55 | F | 1 | Uneducated | NaN | Less than $40K | Blue | 36 | 1 | 2 | 1 | 3150.000 | 2222 | 0.794 | 14750 | 96 | 0.655 | 0.705 | 0 | 0 |
| 9781 | 57 | F | 2 | Doctorate | Divorced | $40K - $60K | Blue | 48 | 2 | 2 | 2 | 4288.000 | 1678 | 0.643 | 15505 | 113 | 0.687 | 0.391 | 0 | 0 |
| 9782 | 54 | M | 3 | Graduate | Married | $80K - $120K | Silver | 36 | 2 | 3 | 1 | 34516.000 | 761 | 0.838 | 8444 | 68 | 0.744 | 0.022 | 1 | 1 |
| 9783 | 51 | F | 1 | High School | Married | Less than $40K | Blue | 38 | 1 | 1 | 2 | 5189.000 | 1171 | 0.732 | 16563 | 94 | 0.741 | 0.226 | 0 | 0 |
| 9784 | 59 | M | 0 | Uneducated | Single | $40K - $60K | Blue | 52 | 1 | 2 | 2 | 14458.000 | 2017 | 0.990 | 8696 | 72 | 0.895 | 0.140 | 1 | 1 |
| 9785 | 43 | M | 3 | Uneducated | Married | $120K + | Blue | 37 | 1 | 2 | 3 | 16909.000 | 1171 | 0.767 | 15740 | 120 | 0.739 | 0.069 | 0 | 0 |
| 9786 | 41 | F | 5 | NaN | Married | Less than $40K | Blue | 22 | 2 | 1 | 3 | 6739.000 | 896 | 0.765 | 15471 | 115 | 0.855 | 0.133 | 0 | 0 |
| 9787 | 45 | M | 5 | College | Single | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 4982.000 | 0 | 0.886 | 8586 | 58 | 1.000 | 0.000 | 1 | 1 |
| 9788 | 31 | M | 1 | Post-Graduate | Single | Less than $40K | Silver | 36 | 6 | 3 | 5 | 12359.000 | 0 | 0.843 | 7528 | 70 | 0.628 | 0.000 | 1 | 1 |
| 9789 | 51 | M | 3 | High School | Married | $80K - $120K | Blue | 41 | 1 | 3 | 3 | 9959.000 | 2068 | 0.741 | 13810 | 124 | 0.797 | 0.208 | 0 | 0 |
| 9790 | 53 | M | 1 | High School | NaN | $120K + | Blue | 34 | 2 | 1 | 2 | 8507.000 | 1484 | 0.709 | 14949 | 114 | 0.727 | 0.174 | 0 | 0 |
| 9791 | 48 | M | 1 | College | Married | $60K - $80K | Blue | 44 | 2 | 3 | 1 | 15355.000 | 1823 | 0.809 | 15053 | 111 | 1.018 | 0.119 | 0 | 0 |
| 9792 | 59 | F | 2 | NaN | Single | abc | Blue | 46 | 2 | 3 | 2 | 23731.000 | 1890 | 0.677 | 13647 | 93 | 0.576 | 0.080 | 0 | 0 |
| 9793 | 42 | F | 2 | Graduate | Single | $40K - $60K | Silver | 32 | 4 | 3 | 3 | 17909.000 | 0 | 0.225 | 5977 | 58 | 0.487 | 0.000 | 1 | 1 |
| 9794 | 34 | M | 1 | NaN | Married | $40K - $60K | Blue | 36 | 2 | 2 | 2 | 3995.000 | 2475 | 0.817 | 12575 | 99 | 0.800 | 0.620 | 0 | 0 |
| 9795 | 46 | M | 2 | High School | Married | $60K - $80K | Gold | 38 | 5 | 3 | 6 | 34516.000 | 2517 | 0.956 | 9314 | 89 | 0.978 | 0.073 | 1 | 1 |
| 9796 | 51 | M | 5 | Graduate | Divorced | $120K + | Blue | 45 | 6 | 3 | 6 | 34516.000 | 0 | 0.757 | 8173 | 91 | 1.022 | 0.000 | 1 | 1 |
| 9797 | 48 | F | 5 | High School | Single | Less than $40K | Blue | 40 | 1 | 4 | 3 | 8297.000 | 2517 | 0.899 | 9819 | 74 | 0.682 | 0.303 | 1 | 1 |
| 9798 | 52 | M | 1 | Post-Graduate | NaN | $80K - $120K | Blue | 40 | 2 | 1 | 2 | 5520.000 | 2448 | 0.862 | 14330 | 116 | 0.681 | 0.443 | 0 | 0 |
| 9799 | 58 | F | 0 | Uneducated | NaN | abc | Blue | 36 | 1 | 2 | 3 | 3736.000 | 2209 | 0.980 | 15886 | 118 | 0.662 | 0.591 | 0 | 0 |
| 9800 | 38 | M | 1 | NaN | Married | $40K - $60K | Blue | 18 | 1 | 1 | 2 | 9664.000 | 1983 | 0.873 | 7995 | 56 | 0.806 | 0.205 | 1 | 1 |
| 9801 | 56 | F | 5 | Doctorate | Single | Less than $40K | Blue | 49 | 3 | 3 | 2 | 4132.000 | 1559 | 0.827 | 14781 | 108 | 0.688 | 0.377 | 0 | 0 |
| 9802 | 38 | M | 1 | Uneducated | NaN | $120K + | Blue | 21 | 4 | 2 | 3 | 28043.000 | 1786 | 0.802 | 14521 | 109 | 0.847 | 0.064 | 0 | 0 |
| 9803 | 41 | M | 3 | Graduate | Married | $80K - $120K | Blue | 31 | 3 | 2 | 2 | 9959.000 | 1946 | 0.725 | 15594 | 114 | 0.676 | 0.195 | 0 | 0 |
| 9804 | 45 | M | 2 | Graduate | Married | $120K + | Blue | 41 | 4 | 3 | 1 | 16453.000 | 1660 | 0.629 | 14762 | 108 | 0.742 | 0.101 | 0 | 0 |
| 9805 | 43 | F | 3 | Uneducated | NaN | Less than $40K | Blue | 24 | 1 | 2 | 2 | 8256.000 | 2416 | 0.696 | 8104 | 64 | 0.730 | 0.293 | 1 | 1 |
| 9806 | 31 | M | 1 | NaN | Married | $40K - $60K | Blue | 23 | 5 | 1 | 2 | 13427.000 | 1562 | 0.537 | 13117 | 108 | 0.714 | 0.116 | 0 | 0 |
| 9807 | 47 | M | 2 | College | Married | $40K - $60K | Blue | 37 | 6 | 3 | 1 | 3263.000 | 1525 | 0.542 | 14649 | 110 | 0.833 | 0.467 | 0 | 0 |
| 9808 | 34 | M | 0 | Graduate | Divorced | $80K - $120K | Silver | 24 | 1 | 2 | 3 | 34516.000 | 400 | 0.202 | 5112 | 49 | 0.256 | 0.012 | 1 | 1 |
| 9809 | 40 | M | 4 | NaN | Married | $80K - $120K | Blue | 31 | 1 | 3 | 6 | 23502.000 | 0 | 0.839 | 7957 | 60 | 0.875 | 0.000 | 1 | 1 |
| 9810 | 35 | M | 2 | Graduate | Married | $80K - $120K | Blue | 21 | 6 | 2 | 1 | 7685.000 | 2517 | 0.745 | 13604 | 116 | 0.731 | 0.328 | 0 | 0 |
| 9811 | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 23 | 1 | 2 | 3 | 4065.000 | 230 | 0.779 | 7844 | 64 | 0.730 | 0.057 | 1 | 1 |
| 9812 | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 5 | 3 | 3 | 9815.000 | 0 | 0.859 | 15475 | 94 | 0.679 | 0.000 | 0 | 0 |
| 9813 | 50 | M | 4 | Post-Graduate | Married | $120K + | Blue | 36 | 4 | 1 | 3 | 17374.000 | 2517 | 0.743 | 15473 | 128 | 0.707 | 0.145 | 0 | 0 |
| 9814 | 39 | F | 2 | Graduate | Single | $40K - $60K | Blue | 28 | 3 | 1 | 1 | 7093.000 | 2517 | 0.745 | 13937 | 120 | 0.846 | 0.355 | 0 | 0 |
| 9815 | 33 | M | 3 | College | Married | $80K - $120K | Silver | 22 | 6 | 2 | 2 | 34516.000 | 917 | 0.764 | 14202 | 114 | 0.781 | 0.027 | 0 | 0 |
| 9816 | 48 | F | 2 | NaN | Married | Less than $40K | Blue | 36 | 2 | 1 | 2 | 3329.000 | 0 | 0.814 | 14893 | 98 | 0.815 | 0.000 | 0 | 0 |
| 9817 | 37 | M | 3 | Graduate | Single | $80K - $120K | Blue | 17 | 1 | 1 | 2 | 4116.000 | 1473 | 1.023 | 8667 | 70 | 0.892 | 0.358 | 1 | 1 |
| 9818 | 28 | M | 1 | Post-Graduate | Single | abc | Blue | 13 | 4 | 3 | 3 | 20030.000 | 1204 | 0.979 | 15862 | 127 | 0.693 | 0.060 | 0 | 0 |
| 9819 | 49 | F | 1 | Graduate | Divorced | Less than $40K | Blue | 44 | 5 | 2 | 2 | 8687.000 | 1763 | 0.796 | 16824 | 123 | 0.708 | 0.203 | 0 | 0 |
| 9820 | 39 | M | 3 | High School | Single | $80K - $120K | Blue | 13 | 2 | 1 | 3 | 8656.000 | 0 | 0.893 | 8056 | 89 | 0.935 | 0.000 | 1 | 1 |
| 9821 | 45 | F | 3 | High School | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 3544.000 | 1661 | 0.831 | 15149 | 111 | 0.734 | 0.469 | 0 | 0 |
| 9822 | 29 | M | 0 | High School | Single | $40K - $60K | Blue | 36 | 6 | 3 | 1 | 5988.000 | 660 | 1.041 | 10211 | 68 | 1.000 | 0.110 | 1 | 1 |
| 9823 | 54 | F | 2 | Post-Graduate | Single | Less than $40K | Blue | 43 | 2 | 3 | 2 | 4917.000 | 0 | 0.972 | 9442 | 69 | 0.917 | 0.000 | 1 | 1 |
| 9824 | 53 | M | 1 | Graduate | Single | $80K - $120K | Blue | 41 | 5 | 3 | 3 | 18591.000 | 994 | 0.737 | 15063 | 108 | 0.662 | 0.053 | 0 | 0 |
| 9825 | 39 | M | 2 | Post-Graduate | Single | $40K - $60K | Blue | 31 | 6 | 3 | 3 | 3297.000 | 1761 | 0.879 | 15580 | 120 | 0.739 | 0.534 | 0 | 0 |
| 9826 | 43 | F | 3 | College | Single | Less than $40K | Blue | 33 | 4 | 2 | 2 | 5702.000 | 2165 | 0.790 | 14970 | 120 | 0.935 | 0.380 | 0 | 0 |
| 9827 | 27 | F | 0 | Uneducated | Single | Less than $40K | Silver | 19 | 3 | 3 | 3 | 10982.000 | 2517 | 0.840 | 13563 | 97 | 0.732 | 0.229 | 0 | 0 |
| 9828 | 43 | M | 3 | Graduate | Single | $60K - $80K | Platinum | 35 | 4 | 3 | 3 | 34516.000 | 1774 | 0.667 | 13966 | 115 | 0.667 | 0.051 | 0 | 0 |
| 9829 | 37 | M | 1 | Graduate | Married | $60K - $80K | Blue | 31 | 5 | 1 | 2 | 20144.000 | 1195 | 0.670 | 14287 | 106 | 0.828 | 0.059 | 0 | 0 |
| 9830 | 47 | F | 4 | Graduate | Married | abc | Blue | 42 | 4 | 1 | 3 | 16349.000 | 1925 | 0.833 | 16207 | 114 | 0.810 | 0.118 | 0 | 0 |
| 9831 | 48 | F | 4 | Doctorate | Divorced | Less than $40K | Silver | 38 | 2 | 1 | 2 | 10610.000 | 0 | 0.664 | 15050 | 108 | 0.742 | 0.000 | 0 | 0 |
| 9832 | 43 | M | 4 | College | Married | $40K - $60K | Blue | 30 | 1 | 1 | 2 | 7386.000 | 656 | 0.885 | 15691 | 126 | 0.680 | 0.089 | 0 | 0 |
| 9833 | 41 | F | 4 | High School | Single | Less than $40K | Blue | 36 | 6 | 3 | 3 | 4720.000 | 0 | 0.978 | 8798 | 67 | 0.675 | 0.000 | 1 | 1 |
| 9834 | 49 | M | 3 | Graduate | Married | $80K - $120K | Blue | 40 | 4 | 1 | 3 | 3660.000 | 766 | 0.535 | 14515 | 122 | 0.848 | 0.209 | 0 | 0 |
| 9835 | 46 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 5 | 1 | 3 | 12932.000 | 1893 | 0.804 | 15372 | 97 | 0.796 | 0.146 | 0 | 0 |
| 9836 | 60 | F | 1 | NaN | Single | Less than $40K | Blue | 51 | 3 | 3 | 3 | 6089.000 | 1341 | 0.757 | 14112 | 123 | 0.809 | 0.220 | 0 | 0 |
| 9837 | 53 | M | 2 | NaN | Single | $60K - $80K | Blue | 43 | 2 | 2 | 3 | 5905.000 | 0 | 0.797 | 8883 | 83 | 0.729 | 0.000 | 1 | 1 |
| 9838 | 28 | F | 0 | Graduate | Married | abc | Blue | 15 | 2 | 2 | 2 | 23103.000 | 897 | 0.913 | 14049 | 120 | 0.714 | 0.039 | 0 | 0 |
| 9839 | 52 | F | 5 | High School | Single | Less than $40K | Silver | 36 | 3 | 2 | 2 | 11280.000 | 1523 | 0.765 | 16237 | 128 | 0.753 | 0.135 | 0 | 0 |
| 9840 | 38 | M | 0 | High School | Married | $60K - $80K | Blue | 31 | 4 | 3 | 3 | 16565.000 | 1200 | 0.680 | 16736 | 99 | 0.800 | 0.072 | 0 | 0 |
| 9841 | 50 | M | 3 | Graduate | Married | $120K + | Blue | 41 | 4 | 2 | 3 | 34516.000 | 2253 | 1.032 | 16692 | 131 | 0.795 | 0.065 | 0 | 0 |
| 9842 | 31 | F | 0 | High School | Single | Less than $40K | Silver | 21 | 3 | 1 | 3 | 14305.000 | 1288 | 0.774 | 14769 | 119 | 0.630 | 0.090 | 0 | 0 |
| 9843 | 35 | M | 3 | Uneducated | Single | Less than $40K | Blue | 21 | 5 | 2 | 1 | 6104.000 | 1595 | 0.619 | 15240 | 102 | 0.729 | 0.261 | 0 | 0 |
| 9844 | 48 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 39 | 6 | 3 | 2 | 4207.000 | 0 | 0.923 | 15124 | 108 | 0.714 | 0.000 | 0 | 0 |
| 9845 | 51 | M | 3 | College | Married | $120K + | Blue | 40 | 3 | 3 | 2 | 34516.000 | 1476 | 0.763 | 14145 | 119 | 0.776 | 0.043 | 0 | 0 |
| 9846 | 52 | M | 3 | Doctorate | Married | $120K + | Blue | 45 | 1 | 3 | 3 | 34516.000 | 550 | 0.674 | 7341 | 71 | 0.732 | 0.016 | 1 | 1 |
| 9847 | 52 | M | 2 | High School | Single | $60K - $80K | Gold | 39 | 4 | 1 | 1 | 34516.000 | 1882 | 0.743 | 14738 | 116 | 0.758 | 0.055 | 0 | 0 |
| 9848 | 30 | M | 0 | Graduate | Married | $40K - $60K | Blue | 23 | 6 | 2 | 4 | 4063.000 | 0 | 0.776 | 7463 | 70 | 0.707 | 0.000 | 1 | 1 |
| 9849 | 36 | M | 2 | High School | Single | $120K + | Blue | 36 | 4 | 1 | 2 | 11791.000 | 1168 | 0.662 | 14885 | 101 | 0.629 | 0.099 | 0 | 0 |
| 9850 | 29 | M | 1 | High School | Single | $60K - $80K | Blue | 17 | 6 | 1 | 3 | 17744.000 | 829 | 0.851 | 9658 | 78 | 0.773 | 0.047 | 1 | 1 |
| 9851 | 58 | M | 4 | Graduate | Married | $120K + | Silver | 45 | 4 | 2 | 3 | 34516.000 | 0 | 0.849 | 15560 | 100 | 0.724 | 0.000 | 0 | 0 |
| 9852 | 55 | M | 1 | Graduate | Single | $80K - $120K | Blue | 46 | 3 | 1 | 1 | 21032.000 | 1409 | 0.767 | 15584 | 105 | 0.810 | 0.067 | 0 | 0 |
| 9853 | 61 | M | 2 | Uneducated | Married | $60K - $80K | Blue | 48 | 4 | 1 | 2 | 18571.000 | 0 | 0.594 | 15802 | 118 | 0.686 | 0.000 | 0 | 0 |
| 9854 | 51 | F | 4 | Post-Graduate | Married | $40K - $60K | Silver | 43 | 1 | 3 | 3 | 3735.000 | 0 | 0.762 | 6826 | 61 | 0.848 | 0.000 | 1 | 1 |
| 9855 | 53 | F | 4 | High School | Divorced | $40K - $60K | Blue | 43 | 3 | 1 | 2 | 10948.000 | 482 | 0.742 | 16230 | 111 | 0.947 | 0.044 | 0 | 0 |
| 9856 | 44 | M | 4 | Uneducated | Married | $60K - $80K | Silver | 37 | 1 | 2 | 2 | 29076.000 | 0 | 0.770 | 8765 | 84 | 1.211 | 0.000 | 1 | 1 |
| 9857 | 47 | M | 4 | Post-Graduate | Divorced | $60K - $80K | Blue | 36 | 4 | 2 | 5 | 20237.000 | 1593 | 0.811 | 15041 | 102 | 1.000 | 0.079 | 0 | 0 |
| 9858 | 51 | F | 3 | Graduate | Single | abc | Platinum | 42 | 3 | 1 | 4 | 34516.000 | 1913 | 0.851 | 16712 | 123 | 0.708 | 0.055 | 0 | 0 |
| 9859 | 53 | M | 4 | Graduate | Married | $120K + | Blue | 38 | 5 | 2 | 3 | 34516.000 | 0 | 0.854 | 8417 | 72 | 0.714 | 0.000 | 1 | 1 |
| 9860 | 45 | F | 2 | Graduate | Married | $40K - $60K | Blue | 26 | 6 | 2 | 4 | 4307.000 | 0 | 0.743 | 8697 | 62 | 0.590 | 0.000 | 1 | 1 |
| 9861 | 38 | M | 4 | NaN | Single | $120K + | Blue | 31 | 3 | 2 | 3 | 34516.000 | 0 | 0.604 | 15611 | 127 | 0.693 | 0.000 | 0 | 0 |
| 9862 | 42 | F | 2 | Doctorate | Married | abc | Blue | 30 | 4 | 3 | 5 | 14828.000 | 1513 | 0.748 | 15572 | 113 | 0.614 | 0.102 | 0 | 0 |
| 9863 | 29 | M | 1 | Graduate | Divorced | Less than $40K | Blue | 36 | 4 | 3 | 2 | 3839.000 | 1139 | 0.632 | 14791 | 124 | 0.771 | 0.297 | 0 | 0 |
| 9864 | 37 | F | 3 | Graduate | Divorced | Less than $40K | Blue | 24 | 3 | 3 | 4 | 3727.000 | 995 | 0.743 | 14786 | 101 | 0.656 | 0.267 | 0 | 0 |
| 9865 | 45 | M | 4 | High School | Divorced | $80K - $120K | Blue | 39 | 5 | 3 | 4 | 14290.000 | 1432 | 0.815 | 14709 | 125 | 0.689 | 0.100 | 0 | 0 |
| 9866 | 34 | F | 2 | Graduate | Single | $40K - $60K | Blue | 23 | 4 | 2 | 2 | 7594.000 | 1442 | 0.753 | 15026 | 99 | 0.678 | 0.190 | 0 | 0 |
| 9867 | 50 | F | 2 | College | Married | Less than $40K | Blue | 40 | 3 | 2 | 4 | 8416.000 | 1549 | 0.643 | 13988 | 124 | 0.771 | 0.184 | 0 | 0 |
| 9868 | 44 | M | 5 | Doctorate | Single | $60K - $80K | Silver | 36 | 2 | 3 | 4 | 34140.000 | 0 | 0.877 | 8177 | 76 | 0.520 | 0.000 | 1 | 1 |
| 9869 | 42 | F | 4 | Graduate | Single | $40K - $60K | Blue | 30 | 6 | 3 | 3 | 13753.000 | 2517 | 0.652 | 7464 | 66 | 0.692 | 0.183 | 1 | 1 |
| 9870 | 44 | M | 4 | College | Married | $80K - $120K | Blue | 31 | 2 | 1 | 1 | 3472.000 | 1687 | 0.645 | 13999 | 119 | 0.725 | 0.486 | 0 | 0 |
| 9871 | 42 | M | 1 | Graduate | Married | $40K - $60K | Silver | 34 | 3 | 3 | 2 | 15315.000 | 1613 | 0.859 | 14728 | 100 | 0.754 | 0.105 | 0 | 0 |
| 9872 | 54 | M | 1 | Uneducated | Married | $120K + | Blue | 40 | 4 | 1 | 2 | 12086.000 | 1264 | 0.986 | 15559 | 91 | 0.717 | 0.105 | 0 | 0 |
| 9873 | 60 | M | 1 | High School | Single | $60K - $80K | Silver | 55 | 5 | 5 | 3 | 34516.000 | 1642 | 0.709 | 14954 | 95 | 0.696 | 0.048 | 0 | 0 |
| 9874 | 47 | F | 5 | Post-Graduate | Divorced | Less than $40K | Blue | 30 | 4 | 1 | 2 | 5016.000 | 2286 | 0.669 | 17038 | 122 | 0.649 | 0.456 | 0 | 0 |
| 9875 | 42 | M | 3 | High School | Married | $40K - $60K | Blue | 30 | 3 | 3 | 4 | 4333.000 | 739 | 0.690 | 15903 | 100 | 0.754 | 0.171 | 0 | 0 |
| 9876 | 46 | M | 2 | High School | Single | $60K - $80K | Blue | 34 | 2 | 2 | 1 | 10325.000 | 0 | 0.866 | 16856 | 122 | 0.718 | 0.000 | 0 | 0 |
| 9877 | 49 | M | 4 | High School | Single | $60K - $80K | Blue | 30 | 6 | 3 | 3 | 18418.000 | 0 | 0.918 | 9980 | 68 | 0.744 | 0.000 | 1 | 1 |
| 9878 | 43 | F | 3 | College | Married | $40K - $60K | Blue | 36 | 1 | 3 | 2 | 9633.000 | 0 | 0.638 | 14829 | 90 | 0.800 | 0.000 | 0 | 0 |
| 9879 | 47 | M | 2 | High School | Married | $60K - $80K | Blue | 32 | 3 | 5 | 2 | 3842.000 | 1563 | 0.781 | 14751 | 107 | 0.726 | 0.407 | 0 | 0 |
| 9880 | 45 | M | 3 | College | NaN | $80K - $120K | Blue | 31 | 2 | 1 | 4 | 20958.000 | 1936 | 0.772 | 14314 | 99 | 0.768 | 0.092 | 0 | 0 |
| 9881 | 45 | F | 2 | High School | Single | abc | Blue | 34 | 4 | 3 | 2 | 3024.000 | 1835 | 0.793 | 14220 | 108 | 0.662 | 0.607 | 0 | 0 |
| 9882 | 34 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 20 | 1 | 2 | 3 | 8698.000 | 874 | 0.708 | 15683 | 94 | 0.709 | 0.100 | 0 | 0 |
| 9883 | 43 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 31 | 6 | 3 | 4 | 6824.000 | 2517 | 0.972 | 9045 | 67 | 0.595 | 0.369 | 1 | 1 |
| 9884 | 50 | M | 1 | High School | Single | $80K - $120K | Silver | 36 | 4 | 5 | 3 | 34516.000 | 0 | 0.732 | 16019 | 105 | 0.694 | 0.000 | 0 | 0 |
| 9885 | 44 | M | 4 | Uneducated | Married | $80K - $120K | Silver | 25 | 3 | 1 | 1 | 34516.000 | 1984 | 0.734 | 14335 | 116 | 0.758 | 0.057 | 0 | 0 |
| 9886 | 38 | F | 2 | Graduate | Single | Less than $40K | Blue | 28 | 5 | 3 | 4 | 3311.000 | 1556 | 0.652 | 14470 | 103 | 0.746 | 0.470 | 0 | 0 |
| 9887 | 54 | M | 1 | NaN | Single | $60K - $80K | Blue | 48 | 4 | 5 | 4 | 4752.000 | 1230 | 0.883 | 15678 | 103 | 0.717 | 0.259 | 0 | 0 |
| 9888 | 51 | M | 3 | High School | Married | $80K - $120K | Blue | 47 | 2 | 4 | 3 | 4041.000 | 0 | 0.670 | 8219 | 84 | 0.909 | 0.000 | 1 | 1 |
| 9889 | 43 | F | 3 | NaN | Single | $40K - $60K | Silver | 36 | 2 | 3 | 4 | 19713.000 | 531 | 0.792 | 8301 | 70 | 0.591 | 0.027 | 1 | 1 |
| 9890 | 48 | F | 3 | Post-Graduate | Married | $40K - $60K | Blue | 37 | 4 | 1 | 2 | 6725.000 | 493 | 0.720 | 13891 | 106 | 0.606 | 0.073 | 0 | 0 |
| 9891 | 31 | M | 1 | Graduate | NaN | Less than $40K | Gold | 21 | 3 | 2 | 2 | 15261.000 | 1109 | 0.655 | 15442 | 125 | 0.761 | 0.073 | 0 | 0 |
| 9892 | 32 | F | 2 | Graduate | Divorced | abc | Silver | 27 | 2 | 3 | 1 | 33779.000 | 1526 | 0.879 | 15200 | 126 | 0.800 | 0.045 | 0 | 0 |
| 9893 | 42 | F | 3 | NaN | NaN | abc | Blue | 36 | 6 | 1 | 2 | 15648.000 | 0 | 0.731 | 13784 | 88 | 0.913 | 0.000 | 0 | 1 |
| 9894 | 28 | M | 1 | NaN | NaN | $40K - $60K | Blue | 15 | 5 | 2 | 4 | 9283.000 | 2288 | 0.928 | 13804 | 110 | 0.719 | 0.246 | 0 | 0 |
| 9895 | 49 | M | 5 | College | Married | $40K - $60K | Blue | 40 | 4 | 3 | 4 | 3970.000 | 892 | 0.772 | 13697 | 102 | 0.759 | 0.225 | 0 | 0 |
| 9896 | 44 | F | 1 | High School | Single | Less than $40K | Blue | 36 | 3 | 3 | 3 | 6159.000 | 1640 | 0.619 | 13517 | 106 | 0.656 | 0.266 | 0 | 0 |
| 9897 | 31 | F | 1 | Graduate | Single | Less than $40K | Blue | 13 | 1 | 1 | 3 | 4829.000 | 0 | 0.836 | 8286 | 65 | 0.857 | 0.000 | 1 | 1 |
| 9898 | 59 | M | 1 | Graduate | Single | $80K - $120K | Blue | 54 | 2 | 5 | 4 | 15633.000 | 0 | 0.984 | 8660 | 58 | 0.758 | 0.000 | 1 | 1 |
| 9899 | 47 | M | 2 | Post-Graduate | Single | $120K + | Silver | 35 | 3 | 3 | 4 | 34516.000 | 1652 | 0.756 | 14738 | 113 | 0.766 | 0.048 | 0 | 0 |
| 9900 | 51 | M | 4 | High School | Single | $40K - $60K | Blue | 36 | 2 | 2 | 4 | 10017.000 | 1850 | 0.622 | 15635 | 116 | 0.681 | 0.185 | 0 | 0 |
| 9901 | 53 | F | 1 | College | Single | Less than $40K | Blue | 38 | 3 | 3 | 2 | 3895.000 | 1981 | 0.839 | 16023 | 119 | 0.725 | 0.509 | 0 | 0 |
| 9902 | 51 | M | 3 | NaN | Single | $80K - $120K | Blue | 36 | 4 | 1 | 2 | 5611.000 | 0 | 0.697 | 16557 | 120 | 0.622 | 0.000 | 0 | 0 |
| 9903 | 51 | M | 1 | Graduate | Single | $40K - $60K | Gold | 44 | 3 | 3 | 3 | 22722.000 | 1790 | 0.813 | 15817 | 121 | 0.754 | 0.079 | 0 | 0 |
| 9904 | 38 | M | 5 | NaN | Married | $80K - $120K | Blue | 26 | 5 | 1 | 2 | 16033.000 | 766 | 0.682 | 15260 | 115 | 0.855 | 0.048 | 0 | 0 |
| 9905 | 40 | M | 4 | High School | Single | $80K - $120K | Blue | 29 | 3 | 3 | 2 | 12978.000 | 0 | 0.628 | 14134 | 85 | 0.700 | 0.000 | 0 | 0 |
| 9906 | 57 | F | 1 | Uneducated | Single | Less than $40K | Blue | 46 | 2 | 3 | 3 | 9129.000 | 0 | 0.733 | 7733 | 81 | 0.884 | 0.000 | 1 | 1 |
| 9907 | 45 | F | 3 | NaN | Single | Less than $40K | Blue | 36 | 1 | 2 | 5 | 7500.000 | 0 | 0.576 | 8024 | 78 | 0.696 | 0.000 | 1 | 1 |
| 9908 | 50 | M | 4 | Graduate | Single | $80K - $120K | Blue | 36 | 3 | 2 | 4 | 14804.000 | 1696 | 0.959 | 15237 | 111 | 0.734 | 0.115 | 0 | 0 |
| 9909 | 53 | M | 3 | NaN | Single | $80K - $120K | Blue | 43 | 4 | 3 | 4 | 34516.000 | 1084 | 0.686 | 14319 | 124 | 0.699 | 0.031 | 0 | 0 |
| 9910 | 47 | M | 3 | NaN | Married | $80K - $120K | Blue | 36 | 3 | 2 | 3 | 9683.000 | 1116 | 0.721 | 15627 | 104 | 0.825 | 0.115 | 0 | 0 |
| 9911 | 35 | M | 3 | Graduate | Married | $60K - $80K | Blue | 36 | 4 | 1 | 4 | 19671.000 | 924 | 0.820 | 13908 | 124 | 0.676 | 0.047 | 0 | 0 |
| 9912 | 42 | M | 3 | High School | Married | $80K - $120K | Silver | 36 | 5 | 2 | 3 | 34516.000 | 1294 | 0.679 | 13845 | 120 | 0.791 | 0.037 | 0 | 0 |
| 9913 | 40 | F | 4 | Uneducated | Married | Less than $40K | Blue | 36 | 4 | 1 | 2 | 5056.000 | 1067 | 0.749 | 15926 | 117 | 0.519 | 0.211 | 0 | 0 |
| 9914 | 48 | M | 2 | Graduate | Divorced | $60K - $80K | Silver | 33 | 3 | 2 | 2 | 25217.000 | 1754 | 0.712 | 15054 | 110 | 0.833 | 0.070 | 0 | 0 |
| 9915 | 27 | M | 0 | Graduate | Single | Less than $40K | Blue | 13 | 2 | 2 | 4 | 3585.000 | 2420 | 0.812 | 15656 | 124 | 0.746 | 0.675 | 0 | 0 |
| 9916 | 31 | F | 1 | Uneducated | Single | abc | Blue | 36 | 2 | 3 | 3 | 21067.000 | 0 | 0.995 | 9212 | 71 | 0.821 | 0.000 | 1 | 1 |
| 9917 | 40 | M | 2 | NaN | Single | $60K - $80K | Blue | 20 | 4 | 2 | 4 | 4283.000 | 0 | 0.878 | 8672 | 64 | 1.207 | 0.000 | 1 | 1 |
| 9918 | 37 | M | 2 | Graduate | Divorced | $80K - $120K | Blue | 25 | 3 | 2 | 2 | 25187.000 | 2209 | 0.799 | 16606 | 96 | 0.778 | 0.088 | 0 | 0 |
| 9919 | 60 | F | 0 | Graduate | Single | abc | Gold | 55 | 4 | 3 | 2 | 7469.000 | 2517 | 0.656 | 16328 | 124 | 0.771 | 0.337 | 0 | 0 |
| 9920 | 50 | M | 4 | Graduate | Married | $60K - $80K | Blue | 34 | 5 | 1 | 1 | 18142.000 | 0 | 0.857 | 15427 | 95 | 0.792 | 0.000 | 0 | 0 |
| 9921 | 49 | M | 2 | NaN | Married | $80K - $120K | Blue | 39 | 2 | 3 | 4 | 29865.000 | 2097 | 0.902 | 8636 | 74 | 0.947 | 0.070 | 1 | 1 |
| 9922 | 52 | M | 3 | Post-Graduate | Divorced | $60K - $80K | Blue | 33 | 5 | 3 | 2 | 3388.000 | 2517 | 0.919 | 15313 | 91 | 0.784 | 0.743 | 0 | 0 |
| 9923 | 49 | M | 2 | High School | Single | $80K - $120K | Silver | 40 | 4 | 3 | 2 | 34516.000 | 1313 | 0.583 | 15154 | 99 | 0.833 | 0.038 | 0 | 0 |
| 9924 | 49 | F | 4 | NaN | Single | Less than $40K | Blue | 45 | 5 | 3 | 2 | 9431.000 | 1785 | 0.603 | 14261 | 99 | 0.650 | 0.189 | 0 | 0 |
| 9925 | 42 | F | 1 | College | Single | abc | Silver | 31 | 6 | 2 | 3 | 30770.000 | 2228 | 0.712 | 15998 | 121 | 0.704 | 0.072 | 0 | 0 |
| 9926 | 29 | M | 1 | Graduate | Married | $60K - $80K | Blue | 17 | 5 | 1 | 4 | 6500.000 | 2517 | 0.915 | 9451 | 79 | 0.646 | 0.387 | 1 | 1 |
| 9927 | 45 | F | 3 | Uneducated | Divorced | $40K - $60K | Blue | 36 | 3 | 2 | 4 | 4209.000 | 1300 | 0.750 | 16078 | 105 | 0.615 | 0.309 | 0 | 0 |
| 9928 | 32 | M | 1 | Graduate | Divorced | $40K - $60K | Blue | 19 | 2 | 3 | 5 | 3657.000 | 1135 | 0.795 | 16236 | 94 | 0.808 | 0.310 | 0 | 0 |
| 9929 | 30 | M | 2 | Uneducated | Single | $60K - $80K | Blue | 13 | 3 | 2 | 3 | 4107.000 | 979 | 0.647 | 14596 | 104 | 0.733 | 0.238 | 0 | 0 |
| 9930 | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 46 | 4 | 3 | 2 | 3638.000 | 0 | 0.837 | 16469 | 115 | 0.667 | 0.000 | 0 | 0 |
| 9931 | 39 | F | 2 | Graduate | Single | Less than $40K | Blue | 31 | 5 | 3 | 3 | 8325.000 | 2048 | 0.920 | 14571 | 91 | 0.655 | 0.246 | 0 | 0 |
| 9932 | 49 | M | 2 | Doctorate | Married | $120K + | Blue | 34 | 3 | 6 | 4 | 27124.000 | 2311 | 0.730 | 15195 | 121 | 0.729 | 0.085 | 0 | 0 |
| 9933 | 38 | F | 0 | High School | Single | Less than $40K | Silver | 36 | 4 | 3 | 2 | 13747.000 | 1941 | 0.748 | 16401 | 119 | 0.608 | 0.141 | 0 | 0 |
| 9934 | 36 | M | 3 | Graduate | Married | $60K - $80K | Silver | 13 | 4 | 3 | 2 | 28174.000 | 1173 | 0.779 | 16258 | 108 | 0.714 | 0.042 | 0 | 0 |
| 9935 | 31 | M | 1 | College | Single | $40K - $60K | Blue | 36 | 3 | 1 | 2 | 11109.000 | 2045 | 0.625 | 13988 | 92 | 0.840 | 0.184 | 0 | 0 |
| 9936 | 52 | M | 5 | Uneducated | Married | $80K - $120K | Blue | 44 | 2 | 3 | 4 | 9959.000 | 199 | 1.003 | 8517 | 60 | 0.500 | 0.020 | 1 | 1 |
| 9937 | 35 | F | 2 | Graduate | Married | Less than $40K | Blue | 28 | 6 | 1 | 3 | 4014.000 | 2266 | 0.718 | 14257 | 94 | 0.958 | 0.565 | 0 | 0 |
| 9938 | 46 | M | 4 | NaN | Single | $60K - $80K | Blue | 31 | 4 | 1 | 4 | 21226.000 | 1202 | 0.755 | 14103 | 96 | 0.655 | 0.057 | 0 | 0 |
| 9939 | 56 | F | 2 | NaN | Married | $40K - $60K | Blue | 49 | 3 | 3 | 2 | 3681.000 | 0 | 0.693 | 13222 | 112 | 0.931 | 0.000 | 0 | 0 |
| 9940 | 39 | M | 4 | Post-Graduate | Single | $80K - $120K | Blue | 32 | 5 | 3 | 2 | 26710.000 | 1681 | 0.741 | 14043 | 117 | 0.746 | 0.063 | 0 | 0 |
| 9941 | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9550.000 | 2517 | 0.713 | 13783 | 116 | 0.841 | 0.264 | 0 | 0 |
| 9942 | 33 | M | 2 | NaN | Married | $120K + | Blue | 36 | 3 | 3 | 5 | 16127.000 | 0 | 0.769 | 7729 | 82 | 1.000 | 0.000 | 1 | 1 |
| 9943 | 52 | M | 2 | College | Single | $120K + | Blue | 32 | 4 | 3 | 1 | 4935.000 | 0 | 0.713 | 7886 | 64 | 0.882 | 0.000 | 1 | 1 |
| 9944 | 55 | M | 2 | High School | Single | $80K - $120K | Blue | 36 | 3 | 2 | 2 | 18022.000 | 0 | 0.823 | 14485 | 106 | 0.738 | 0.000 | 0 | 0 |
| 9945 | 50 | M | 4 | High School | Married | $80K - $120K | Blue | 43 | 2 | 2 | 5 | 16748.000 | 2413 | 0.769 | 15338 | 121 | 0.635 | 0.144 | 0 | 0 |
| 9946 | 44 | M | 1 | Uneducated | Married | $40K - $60K | Blue | 34 | 5 | 2 | 3 | 10973.000 | 0 | 0.792 | 10583 | 75 | 0.786 | 0.000 | 1 | 1 |
| 9947 | 32 | F | 2 | High School | Single | Less than $40K | Silver | 23 | 4 | 2 | 2 | 14143.000 | 1472 | 0.777 | 13785 | 117 | 0.648 | 0.104 | 0 | 0 |
| 9948 | 51 | M | 3 | Graduate | Single | $80K - $120K | Gold | 36 | 4 | 3 | 3 | 34516.000 | 2201 | 0.978 | 8614 | 63 | 0.750 | 0.064 | 1 | 1 |
| 9949 | 54 | M | 4 | Graduate | Married | $120K + | Blue | 36 | 2 | 3 | 5 | 7684.000 | 0 | 0.610 | 7667 | 68 | 0.789 | 0.000 | 1 | 1 |
| 9950 | 45 | M | 5 | Uneducated | Single | $120K + | Silver | 36 | 4 | 2 | 1 | 34516.000 | 0 | 0.732 | 8603 | 84 | 0.615 | 0.000 | 1 | 1 |
| 9951 | 44 | F | 3 | NaN | Single | abc | Blue | 34 | 2 | 3 | 3 | 26021.000 | 0 | 1.040 | 8898 | 60 | 0.538 | 0.000 | 1 | 1 |
| 9952 | 44 | M | 2 | Uneducated | Married | $40K - $60K | Blue | 36 | 3 | 3 | 2 | 3843.000 | 1460 | 0.811 | 16461 | 105 | 0.909 | 0.380 | 0 | 0 |
| 9953 | 40 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 34 | 4 | 3 | 2 | 14840.000 | 2043 | 0.778 | 16256 | 111 | 0.850 | 0.138 | 0 | 0 |
| 9954 | 39 | M | 4 | Graduate | Married | $80K - $120K | Blue | 31 | 1 | 3 | 3 | 3929.000 | 542 | 0.811 | 7773 | 64 | 0.730 | 0.138 | 1 | 1 |
| 9955 | 48 | M | 3 | Uneducated | Divorced | $40K - $60K | Blue | 35 | 3 | 5 | 3 | 11427.000 | 2307 | 0.848 | 15243 | 107 | 0.754 | 0.202 | 0 | 0 |
| 9956 | 48 | F | 5 | NaN | Divorced | abc | Blue | 43 | 4 | 3 | 2 | 20974.000 | 2249 | 0.567 | 15903 | 121 | 0.571 | 0.107 | 0 | 0 |
| 9957 | 43 | M | 4 | Graduate | NaN | $40K - $60K | Blue | 38 | 5 | 1 | 3 | 3771.000 | 0 | 0.675 | 14662 | 125 | 0.667 | 0.000 | 0 | 0 |
| 9958 | 56 | M | 2 | High School | NaN | $120K + | Blue | 52 | 6 | 2 | 2 | 23362.000 | 1453 | 0.848 | 15399 | 116 | 0.841 | 0.062 | 0 | 0 |
| 9959 | 32 | F | 0 | Graduate | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8135.000 | 0 | 0.841 | 8620 | 67 | 0.971 | 0.000 | 1 | 1 |
| 9960 | 40 | F | 1 | Uneducated | Single | Less than $40K | Silver | 34 | 5 | 2 | 2 | 13669.000 | 1774 | 0.653 | 15772 | 130 | 0.625 | 0.130 | 0 | 0 |
| 9961 | 54 | M | 2 | College | Married | $80K - $120K | Silver | 39 | 4 | 1 | 4 | 34516.000 | 2305 | 0.586 | 13756 | 106 | 0.710 | 0.067 | 0 | 0 |
| 9962 | 36 | M | 1 | Uneducated | Married | $60K - $80K | Blue | 19 | 6 | 3 | 5 | 9764.000 | 0 | 0.689 | 15097 | 115 | 0.797 | 0.000 | 0 | 0 |
| 9963 | 48 | M | 3 | High School | Married | $60K - $80K | Blue | 36 | 1 | 2 | 5 | 8431.000 | 0 | 0.222 | 5189 | 57 | 0.357 | 0.000 | 1 | 1 |
| 9964 | 47 | M | 4 | NaN | Married | $60K - $80K | Blue | 36 | 4 | 5 | 2 | 10585.000 | 1749 | 0.655 | 18484 | 108 | 0.588 | 0.165 | 0 | 0 |
| 9965 | 41 | M | 4 | NaN | Married | $120K + | Silver | 36 | 3 | 1 | 4 | 34516.000 | 2205 | 0.897 | 15033 | 98 | 0.922 | 0.064 | 0 | 0 |
| 9966 | 57 | F | 1 | Graduate | Married | Less than $40K | Blue | 52 | 5 | 1 | 2 | 7882.000 | 1101 | 0.682 | 14651 | 120 | 0.600 | 0.140 | 0 | 0 |
| 9967 | 39 | F | 3 | Graduate | NaN | abc | Silver | 30 | 6 | 3 | 5 | 33905.000 | 2070 | 0.685 | 15335 | 99 | 0.768 | 0.061 | 0 | 0 |
| 9968 | 51 | F | 1 | Graduate | Married | abc | Silver | 44 | 4 | 2 | 4 | 33004.000 | 2418 | 0.923 | 10156 | 72 | 0.946 | 0.073 | 1 | 1 |
| 9969 | 40 | M | 2 | Graduate | Single | $120K + | Blue | 33 | 3 | 1 | 2 | 20891.000 | 1213 | 0.717 | 14641 | 117 | 0.773 | 0.058 | 0 | 0 |
| 9970 | 59 | M | 1 | Doctorate | Single | $80K - $120K | Blue | 49 | 4 | 2 | 2 | 22715.000 | 707 | 0.848 | 15004 | 117 | 0.887 | 0.031 | 0 | 0 |
| 9971 | 46 | M | 2 | High School | Single | Less than $40K | Blue | 36 | 5 | 1 | 0 | 3818.000 | 1142 | 0.709 | 14731 | 113 | 0.948 | 0.299 | 0 | 0 |
| 9972 | 52 | M | 3 | NaN | Single | $80K - $120K | Blue | 44 | 1 | 2 | 4 | 3526.000 | 2429 | 0.712 | 7775 | 63 | 0.909 | 0.689 | 1 | 1 |
| 9973 | 41 | M | 0 | College | Married | $40K - $60K | Blue | 29 | 3 | 2 | 2 | 6991.000 | 1384 | 0.660 | 14994 | 104 | 0.733 | 0.198 | 0 | 0 |
| 9974 | 41 | M | 4 | Post-Graduate | Married | $40K - $60K | Silver | 36 | 3 | 3 | 2 | 16268.000 | 817 | 0.640 | 13969 | 120 | 0.690 | 0.050 | 0 | 0 |
| 9975 | 38 | M | 4 | Uneducated | Married | $80K - $120K | Blue | 25 | 5 | 2 | 4 | 5768.000 | 0 | 0.924 | 9867 | 78 | 0.902 | 0.000 | 1 | 1 |
| 9976 | 57 | M | 2 | Graduate | Married | $120K + | Silver | 39 | 4 | 2 | 3 | 34516.000 | 1444 | 0.568 | 16392 | 116 | 0.657 | 0.042 | 0 | 0 |
| 9977 | 41 | F | 3 | Uneducated | Married | Less than $40K | Blue | 30 | 1 | 2 | 3 | 9491.000 | 0 | 1.056 | 9061 | 51 | 1.684 | 0.000 | 1 | 1 |
| 9978 | 45 | F | 5 | Doctorate | Married | Less than $40K | Gold | 39 | 6 | 3 | 2 | 15987.000 | 1096 | 0.625 | 14209 | 103 | 0.776 | 0.069 | 0 | 0 |
| 9979 | 37 | M | 3 | Post-Graduate | Married | $40K - $60K | Blue | 28 | 4 | 1 | 2 | 3645.000 | 701 | 0.654 | 15559 | 120 | 0.739 | 0.192 | 0 | 0 |
| 9980 | 61 | F | 1 | Graduate | Single | Less than $40K | Blue | 36 | 3 | 2 | 2 | 3466.000 | 1444 | 0.653 | 15075 | 124 | 0.699 | 0.417 | 0 | 0 |
| 9981 | 49 | F | 2 | NaN | Single | Less than $40K | Blue | 44 | 5 | 2 | 3 | 9797.000 | 998 | 0.886 | 15013 | 116 | 0.841 | 0.102 | 0 | 0 |
| 9982 | 31 | F | 1 | NaN | Single | Less than $40K | Blue | 18 | 3 | 1 | 3 | 3399.000 | 1800 | 0.752 | 13148 | 121 | 0.806 | 0.530 | 0 | 0 |
| 9983 | 40 | M | 5 | High School | Married | $60K - $80K | Blue | 33 | 3 | 1 | 2 | 4155.000 | 1315 | 0.767 | 15851 | 128 | 0.855 | 0.316 | 0 | 0 |
| 9984 | 46 | F | 3 | Doctorate | Single | Less than $40K | Gold | 36 | 1 | 3 | 5 | 15164.000 | 532 | 0.858 | 8356 | 68 | 0.478 | 0.035 | 1 | 1 |
| 9985 | 30 | F | 0 | High School | Single | abc | Blue | 22 | 1 | 2 | 4 | 13894.000 | 0 | 0.845 | 9351 | 69 | 0.533 | 0.000 | 1 | 1 |
| 9986 | 50 | M | 3 | High School | Single | $80K - $120K | Silver | 41 | 2 | 2 | 1 | 34516.000 | 0 | 0.627 | 15059 | 118 | 0.735 | 0.000 | 0 | 0 |
| 9987 | 56 | M | 0 | Graduate | Single | $60K - $80K | Blue | 44 | 1 | 3 | 2 | 6828.000 | 1859 | 0.752 | 14713 | 104 | 0.677 | 0.272 | 0 | 0 |
| 9988 | 46 | F | 3 | NaN | Married | $40K - $60K | Blue | 37 | 2 | 3 | 4 | 5542.000 | 0 | 0.808 | 8246 | 59 | 0.639 | 0.000 | 1 | 1 |
| 9989 | 58 | M | 3 | NaN | Married | $120K + | Blue | 52 | 3 | 3 | 3 | 15733.000 | 2101 | 0.597 | 13986 | 97 | 0.764 | 0.134 | 0 | 0 |
| 9990 | 38 | M | 3 | College | Single | $60K - $80K | Silver | 32 | 4 | 2 | 2 | 30082.000 | 1671 | 0.707 | 15240 | 126 | 0.800 | 0.056 | 0 | 0 |
| 9991 | 46 | M | 2 | High School | Divorced | $120K + | Blue | 34 | 3 | 2 | 4 | 3659.000 | 1381 | 0.669 | 16252 | 112 | 0.623 | 0.377 | 0 | 0 |
| 9992 | 58 | M | 1 | Graduate | Single | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 22718.000 | 0 | 0.747 | 8100 | 77 | 0.833 | 0.000 | 1 | 1 |
| 9993 | 43 | M | 3 | Doctorate | Married | $80K - $120K | Blue | 27 | 4 | 2 | 2 | 3676.000 | 673 | 0.629 | 14651 | 105 | 0.780 | 0.183 | 0 | 0 |
| 9994 | 53 | M | 0 | Graduate | Single | $60K - $80K | Blue | 35 | 3 | 1 | 3 | 17721.000 | 596 | 0.694 | 14409 | 83 | 0.844 | 0.034 | 0 | 0 |
| 9995 | 59 | F | 1 | Graduate | Single | Less than $40K | Blue | 39 | 5 | 3 | 2 | 4404.000 | 2272 | 0.809 | 15709 | 93 | 0.722 | 0.516 | 0 | 0 |
| 9996 | 40 | F | 4 | Uneducated | Divorced | Less than $40K | Blue | 35 | 2 | 3 | 3 | 4423.000 | 2517 | 0.840 | 8935 | 87 | 0.933 | 0.569 | 1 | 1 |
| 9997 | 49 | M | 3 | High School | Married | $60K - $80K | Gold | 42 | 3 | 1 | 4 | 34516.000 | 0 | 0.838 | 15095 | 102 | 0.759 | 0.000 | 0 | 0 |
| 9998 | 30 | F | 0 | College | Married | Less than $40K | Blue | 19 | 4 | 2 | 3 | 4184.000 | 1254 | 0.549 | 14999 | 110 | 0.719 | 0.300 | 0 | 0 |
| 9999 | 51 | M | 1 | Graduate | Married | $80K - $120K | Blue | 32 | 3 | 2 | 3 | 34516.000 | 1549 | 0.892 | 15151 | 104 | 0.677 | 0.045 | 0 | 0 |
| 10000 | 47 | F | 5 | Doctorate | Single | abc | Blue | 36 | 4 | 1 | 4 | 26923.000 | 2461 | 0.602 | 13643 | 94 | 0.918 | 0.091 | 0 | 0 |
| 10001 | 33 | M | 4 | College | Single | $40K - $60K | Silver | 20 | 2 | 1 | 3 | 15977.000 | 0 | 0.702 | 7745 | 64 | 0.684 | 0.000 | 1 | 1 |
| 10002 | 59 | M | 0 | High School | Single | $80K - $120K | Blue | 47 | 5 | 3 | 3 | 26812.000 | 1491 | 0.679 | 14838 | 110 | 0.642 | 0.056 | 0 | 0 |
| 10003 | 44 | M | 4 | NaN | Married | $60K - $80K | Blue | 32 | 4 | 3 | 3 | 5175.000 | 0 | 0.720 | 14304 | 99 | 0.768 | 0.000 | 0 | 0 |
| 10004 | 30 | F | 1 | High School | Single | Less than $40K | Blue | 23 | 3 | 2 | 2 | 3955.000 | 2352 | 0.779 | 16423 | 109 | 0.758 | 0.595 | 0 | 0 |
| 10005 | 43 | M | 5 | Graduate | Married | $120K + | Blue | 36 | 6 | 2 | 4 | 22355.000 | 2179 | 0.726 | 14268 | 99 | 0.800 | 0.097 | 0 | 0 |
| 10006 | 56 | M | 3 | Uneducated | Married | $80K - $120K | Blue | 46 | 1 | 3 | 3 | 23240.000 | 1534 | 0.971 | 9441 | 82 | 0.907 | 0.066 | 1 | 1 |
| 10007 | 43 | M | 3 | Graduate | Divorced | $60K - $80K | Blue | 28 | 3 | 3 | 4 | 5479.000 | 1183 | 0.596 | 14728 | 126 | 0.909 | 0.216 | 0 | 0 |
| 10008 | 50 | M | 2 | NaN | Married | $120K + | Blue | 36 | 6 | 2 | 2 | 16081.000 | 492 | 0.204 | 6100 | 61 | 0.564 | 0.031 | 1 | 1 |
| 10009 | 32 | F | 1 | Graduate | Married | Less than $40K | Blue | 20 | 3 | 1 | 4 | 5497.000 | 1735 | 0.664 | 16266 | 124 | 0.771 | 0.316 | 0 | 0 |
| 10010 | 39 | M | 1 | Graduate | Married | Less than $40K | Silver | 30 | 4 | 3 | 3 | 14135.000 | 630 | 0.640 | 13703 | 99 | 0.768 | 0.045 | 0 | 0 |
| 10011 | 38 | M | 2 | High School | Single | $60K - $80K | Silver | 36 | 5 | 3 | 2 | 31546.000 | 2057 | 0.625 | 15311 | 108 | 0.714 | 0.065 | 0 | 0 |
| 10012 | 49 | M | 5 | Uneducated | Married | $80K - $120K | Silver | 30 | 3 | 3 | 2 | 34516.000 | 1768 | 0.767 | 15134 | 124 | 0.722 | 0.051 | 0 | 0 |
| 10013 | 52 | F | 0 | Doctorate | Married | Less than $40K | Blue | 36 | 4 | 3 | 2 | 4353.000 | 1489 | 0.945 | 9226 | 85 | 1.073 | 0.342 | 1 | 0 |
| 10014 | 48 | M | 5 | High School | Married | $80K - $120K | Silver | 40 | 6 | 2 | 2 | 34516.000 | 1417 | 0.692 | 16579 | 109 | 0.879 | 0.041 | 0 | 0 |
| 10015 | 48 | F | 4 | College | NaN | abc | Blue | 36 | 3 | 2 | 1 | 3310.000 | 0 | 0.748 | 14542 | 89 | 0.854 | 0.000 | 0 | 1 |
| 10016 | 49 | M | 3 | High School | Single | $40K - $60K | Blue | 36 | 1 | 3 | 4 | 4601.000 | 0 | 0.962 | 9610 | 76 | 0.689 | 0.000 | 1 | 1 |
| 10017 | 46 | M | 2 | High School | Married | $40K - $60K | Blue | 40 | 3 | 3 | 0 | 3981.000 | 0 | 0.626 | 14340 | 114 | 0.781 | 0.000 | 0 | 0 |
| 10018 | 40 | F | 2 | Graduate | Single | Less than $40K | Blue | 30 | 5 | 3 | 6 | 4458.000 | 0 | 0.935 | 9640 | 70 | 0.707 | 0.000 | 1 | 1 |
| 10019 | 48 | M | 3 | Doctorate | Divorced | $80K - $120K | Blue | 33 | 4 | 1 | 2 | 10292.000 | 0 | 0.656 | 15148 | 111 | 0.790 | 0.000 | 0 | 0 |
| 10020 | 44 | F | 4 | High School | NaN | abc | Blue | 34 | 4 | 3 | 4 | 15944.000 | 0 | 0.919 | 9360 | 67 | 0.763 | 0.000 | 1 | 1 |
| 10021 | 30 | F | 1 | Graduate | Married | abc | Blue | 18 | 4 | 1 | 4 | 4377.000 | 2517 | 0.941 | 8759 | 74 | 0.609 | 0.575 | 1 | 1 |
| 10022 | 46 | M | 3 | Graduate | Married | $60K - $80K | Blue | 34 | 1 | 2 | 4 | 4930.000 | 159 | 0.592 | 7412 | 60 | 0.579 | 0.032 | 1 | 1 |
| 10023 | 49 | F | 0 | NaN | Married | Less than $40K | Blue | 39 | 1 | 3 | 3 | 4982.000 | 2517 | 0.903 | 9274 | 65 | 0.857 | 0.505 | 1 | 1 |
| 10024 | 50 | M | 2 | High School | Single | $120K + | Blue | 42 | 1 | 3 | 2 | 34162.000 | 1723 | 0.429 | 7572 | 56 | 0.697 | 0.050 | 1 | 1 |
| 10025 | 55 | M | 4 | College | Married | $80K - $120K | Blue | 40 | 4 | 2 | 5 | 4047.000 | 1482 | 0.959 | 16191 | 102 | 0.789 | 0.366 | 0 | 0 |
| 10026 | 43 | F | 0 | Graduate | Married | Less than $40K | Blue | 37 | 3 | 1 | 4 | 6380.000 | 1160 | 0.753 | 17119 | 124 | 0.797 | 0.182 | 0 | 0 |
| 10027 | 42 | F | 1 | Graduate | Single | Less than $40K | Blue | 34 | 5 | 1 | 3 | 3534.000 | 1175 | 0.737 | 13588 | 94 | 0.808 | 0.332 | 0 | 0 |
| 10028 | 36 | F | 1 | Graduate | Single | Less than $40K | Blue | 16 | 6 | 5 | 3 | 6091.000 | 1184 | 0.766 | 17437 | 113 | 0.766 | 0.194 | 0 | 0 |
| 10029 | 42 | M | 3 | Graduate | Married | $40K - $60K | Gold | 36 | 3 | 2 | 5 | 23981.000 | 1399 | 0.712 | 14840 | 125 | 0.761 | 0.058 | 0 | 0 |
| 10030 | 53 | F | 1 | Graduate | Married | Less than $40K | Blue | 32 | 4 | 2 | 3 | 7832.000 | 1784 | 0.711 | 14614 | 106 | 0.656 | 0.228 | 0 | 0 |
| 10031 | 56 | M | 3 | Graduate | Single | $120K + | Blue | 44 | 3 | 1 | 2 | 34516.000 | 1307 | 0.558 | 13759 | 120 | 0.765 | 0.038 | 0 | 0 |
| 10032 | 49 | F | 4 | High School | Single | Less than $40K | Silver | 40 | 5 | 3 | 5 | 13704.000 | 2127 | 0.805 | 15872 | 116 | 0.681 | 0.155 | 0 | 0 |
| 10033 | 39 | M | 2 | High School | Single | Less than $40K | Blue | 32 | 4 | 1 | 4 | 4423.000 | 1643 | 0.724 | 15467 | 112 | 0.623 | 0.371 | 0 | 0 |
| 10034 | 56 | M | 4 | Graduate | Divorced | $60K - $80K | Blue | 36 | 6 | 3 | 3 | 6224.000 | 0 | 0.920 | 8979 | 68 | 0.581 | 0.000 | 1 | 1 |
| 10035 | 41 | F | 3 | Graduate | Single | Less than $40K | Blue | 36 | 4 | 6 | 2 | 4133.000 | 1067 | 0.632 | 16100 | 119 | 0.608 | 0.258 | 0 | 0 |
| 10036 | 57 | M | 2 | Uneducated | Single | $120K + | Blue | 46 | 3 | 2 | 3 | 34516.000 | 1244 | 0.606 | 15176 | 126 | 0.800 | 0.036 | 0 | 0 |
| 10037 | 56 | M | 3 | Graduate | Married | $120K + | Blue | 46 | 3 | 3 | 2 | 5270.000 | 779 | 0.731 | 16179 | 105 | 0.694 | 0.148 | 0 | 0 |
| 10038 | 48 | M | 4 | Graduate | NaN | $60K - $80K | Gold | 32 | 5 | 1 | 3 | 34516.000 | 1285 | 0.654 | 15279 | 122 | 0.649 | 0.037 | 0 | 0 |
| 10039 | 38 | M | 2 | NaN | Married | $120K + | Blue | 36 | 6 | 2 | 3 | 3782.000 | 0 | 0.717 | 14977 | 117 | 0.721 | 0.000 | 0 | 0 |
| 10040 | 50 | F | 3 | Doctorate | Single | abc | Blue | 36 | 4 | 3 | 3 | 5173.000 | 0 | 0.912 | 8757 | 68 | 0.789 | 0.000 | 1 | 1 |
| 10041 | 56 | M | 2 | NaN | Married | $60K - $80K | Blue | 49 | 3 | 3 | 3 | 4058.000 | 793 | 0.758 | 15865 | 105 | 0.667 | 0.195 | 0 | 0 |
| 10042 | 32 | M | 0 | College | Single | $60K - $80K | Blue | 16 | 2 | 3 | 2 | 21551.000 | 0 | 0.536 | 14950 | 94 | 0.843 | 0.000 | 0 | 0 |
| 10043 | 60 | M | 1 | High School | Married | $40K - $60K | Blue | 47 | 3 | 1 | 3 | 9805.000 | 1007 | 0.800 | 14641 | 95 | 0.900 | 0.103 | 0 | 0 |
| 10044 | 38 | F | 2 | Doctorate | Married | Less than $40K | Blue | 33 | 4 | 3 | 3 | 7530.000 | 1336 | 0.749 | 14719 | 115 | 0.855 | 0.177 | 0 | 0 |
| 10045 | 45 | M | 5 | Graduate | Married | $60K - $80K | Blue | 38 | 5 | 1 | 4 | 8983.000 | 0 | 0.713 | 15163 | 124 | 0.746 | 0.000 | 0 | 0 |
| 10046 | 53 | F | 3 | NaN | Married | $40K - $60K | Blue | 39 | 3 | 2 | 2 | 4855.000 | 1912 | 0.606 | 14969 | 104 | 0.763 | 0.394 | 0 | 0 |
| 10047 | 53 | M | 2 | Graduate | Married | $40K - $60K | Blue | 36 | 2 | 3 | 4 | 5735.000 | 0 | 1.009 | 9088 | 64 | 0.684 | 0.000 | 1 | 1 |
| 10048 | 48 | M | 4 | College | Married | $80K - $120K | Blue | 44 | 2 | 3 | 3 | 9524.000 | 1449 | 0.559 | 7527 | 58 | 0.657 | 0.152 | 1 | 1 |
| 10049 | 55 | M | 2 | Graduate | Married | Less than $40K | Gold | 46 | 3 | 5 | 3 | 15987.000 | 0 | 0.820 | 15853 | 117 | 0.560 | 0.000 | 0 | 0 |
| 10050 | 49 | M | 1 | Uneducated | Single | $120K + | Blue | 30 | 5 | 3 | 3 | 5181.000 | 0 | 0.830 | 8943 | 68 | 1.000 | 0.000 | 1 | 1 |
| 10051 | 37 | M | 4 | High School | Single | $60K - $80K | Silver | 31 | 1 | 3 | 3 | 28831.000 | 2517 | 0.770 | 8688 | 69 | 0.769 | 0.087 | 1 | 1 |
| 10052 | 31 | M | 1 | Post-Graduate | Single | $40K - $60K | Blue | 24 | 4 | 2 | 4 | 4169.000 | 534 | 0.836 | 8565 | 70 | 0.795 | 0.128 | 1 | 1 |
| 10053 | 46 | F | 3 | Uneducated | Single | $40K - $60K | Blue | 36 | 3 | 2 | 2 | 7020.000 | 1784 | 0.815 | 16937 | 116 | 0.731 | 0.254 | 0 | 0 |
| 10054 | 33 | F | 1 | Doctorate | Single | Less than $40K | Blue | 15 | 1 | 1 | 3 | 3709.000 | 1180 | 0.645 | 8130 | 74 | 0.897 | 0.318 | 1 | 1 |
| 10055 | 30 | M | 0 | Graduate | Single | Less than $40K | Silver | 36 | 4 | 3 | 3 | 12833.000 | 0 | 0.853 | 9619 | 75 | 0.786 | 0.000 | 1 | 1 |
| 10056 | 40 | F | 3 | Uneducated | Single | Less than $40K | Blue | 33 | 4 | 3 | 2 | 3804.000 | 1917 | 0.744 | 14321 | 102 | 0.759 | 0.504 | 0 | 0 |
| 10057 | 50 | M | 2 | Uneducated | Single | $120K + | Blue | 40 | 5 | 3 | 4 | 21794.000 | 1368 | 0.691 | 15111 | 116 | 0.706 | 0.063 | 0 | 0 |
| 10058 | 43 | M | 4 | Graduate | Married | $80K - $120K | Blue | 35 | 3 | 2 | 3 | 3304.000 | 2517 | 0.741 | 14565 | 120 | 0.818 | 0.762 | 0 | 0 |
| 10059 | 59 | F | 2 | Uneducated | Married | Less than $40K | Blue | 36 | 6 | 3 | 2 | 3850.000 | 0 | 0.509 | 15107 | 117 | 0.918 | 0.000 | 0 | 0 |
| 10060 | 49 | M | 1 | Graduate | Married | $40K - $60K | Blue | 36 | 4 | 2 | 3 | 4158.000 | 1889 | 0.872 | 15842 | 130 | 0.831 | 0.454 | 0 | 0 |
| 10061 | 44 | F | 2 | High School | Single | Less than $40K | Blue | 31 | 3 | 2 | 3 | 4182.000 | 2028 | 0.658 | 16920 | 114 | 0.606 | 0.485 | 0 | 0 |
| 10062 | 29 | M | 2 | College | Married | $40K - $60K | Blue | 17 | 3 | 1 | 3 | 4626.000 | 1232 | 0.731 | 14740 | 102 | 0.759 | 0.266 | 0 | 0 |
| 10063 | 58 | M | 2 | Post-Graduate | Married | $80K - $120K | Blue | 39 | 4 | 2 | 3 | 3742.000 | 2517 | 0.750 | 16401 | 121 | 0.806 | 0.673 | 0 | 0 |
| 10064 | 43 | F | 4 | High School | NaN | Less than $40K | Silver | 31 | 6 | 2 | 2 | 13651.000 | 0 | 1.046 | 9772 | 71 | 0.775 | 0.000 | 1 | 1 |
| 10065 | 38 | M | 2 | High School | Divorced | $60K - $80K | Silver | 25 | 1 | 2 | 3 | 26794.000 | 821 | 0.848 | 8788 | 58 | 0.933 | 0.031 | 1 | 1 |
| 10066 | 53 | M | 2 | Uneducated | NaN | $80K - $120K | Blue | 46 | 3 | 6 | 3 | 17190.000 | 1736 | 0.698 | 15055 | 117 | 0.696 | 0.101 | 0 | 0 |
| 10067 | 49 | F | 4 | Uneducated | Married | $40K - $60K | Blue | 36 | 5 | 2 | 3 | 4167.000 | 0 | 0.581 | 7590 | 87 | 0.776 | 0.000 | 1 | 1 |
| 10068 | 44 | F | 3 | Uneducated | Married | Less than $40K | Silver | 36 | 3 | 3 | 2 | 12944.000 | 1200 | 0.839 | 16161 | 105 | 0.944 | 0.093 | 0 | 0 |
| 10069 | 31 | M | 2 | Graduate | Single | Less than $40K | Blue | 14 | 4 | 3 | 3 | 6933.000 | 1870 | 0.656 | 15585 | 115 | 0.917 | 0.270 | 0 | 0 |
| 10070 | 47 | M | 3 | High School | NaN | $80K - $120K | Silver | 40 | 5 | 3 | 2 | 34516.000 | 1371 | 0.691 | 15930 | 123 | 0.836 | 0.040 | 0 | 0 |
| 10071 | 37 | M | 3 | NaN | Single | $40K - $60K | Blue | 29 | 6 | 2 | 3 | 13589.000 | 2517 | 0.941 | 9456 | 79 | 1.026 | 0.185 | 1 | 1 |
| 10072 | 44 | M | 4 | Doctorate | Married | $80K - $120K | Blue | 33 | 3 | 1 | 3 | 4552.000 | 1144 | 0.709 | 14418 | 104 | 0.677 | 0.251 | 0 | 0 |
| 10073 | 51 | M | 2 | Graduate | Married | $60K - $80K | Blue | 40 | 3 | 3 | 3 | 3750.000 | 1801 | 0.889 | 17995 | 116 | 0.657 | 0.480 | 0 | 0 |
| 10074 | 50 | M | 2 | High School | Single | $60K - $80K | Blue | 40 | 4 | 3 | 3 | 17655.000 | 1720 | 0.706 | 16293 | 120 | 0.739 | 0.097 | 0 | 0 |
| 10075 | 57 | F | 2 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 2 | 8224.000 | 1239 | 0.793 | 16319 | 124 | 0.653 | 0.151 | 0 | 0 |
| 10076 | 43 | M | 3 | Graduate | Married | $80K - $120K | Blue | 36 | 6 | 2 | 3 | 3946.000 | 1275 | 0.647 | 14822 | 96 | 0.811 | 0.323 | 0 | 0 |
| 10077 | 41 | F | 4 | Graduate | Divorced | $40K - $60K | Blue | 36 | 4 | 1 | 0 | 5654.000 | 2470 | 0.637 | 15123 | 111 | 0.881 | 0.437 | 0 | 0 |
| 10078 | 40 | M | 3 | High School | Divorced | $60K - $80K | Blue | 36 | 3 | 1 | 2 | 16268.000 | 2517 | 0.652 | 15925 | 124 | 0.824 | 0.155 | 0 | 0 |
| 10079 | 45 | M | 4 | Graduate | Single | $60K - $80K | Silver | 36 | 2 | 3 | 4 | 28564.000 | 2517 | 0.711 | 14875 | 107 | 0.783 | 0.088 | 0 | 0 |
| 10080 | 42 | F | 4 | High School | Single | Less than $40K | Blue | 30 | 3 | 1 | 3 | 6172.000 | 1212 | 0.723 | 16622 | 99 | 0.650 | 0.196 | 0 | 0 |
| 10081 | 50 | M | 2 | Graduate | Married | $40K - $60K | Blue | 40 | 4 | 3 | 2 | 5435.000 | 1243 | 0.749 | 16202 | 117 | 0.671 | 0.229 | 0 | 0 |
| 10082 | 29 | M | 1 | NaN | Married | $40K - $60K | Silver | 20 | 3 | 1 | 2 | 16496.000 | 1409 | 0.677 | 16715 | 126 | 0.703 | 0.085 | 0 | 0 |
| 10083 | 42 | F | 4 | Uneducated | Married | abc | Blue | 23 | 4 | 1 | 2 | 8348.000 | 0 | 0.695 | 15905 | 111 | 0.708 | 0.000 | 0 | 0 |
| 10084 | 46 | F | 4 | Graduate | Married | Less than $40K | Blue | 34 | 5 | 1 | 2 | 7562.000 | 1500 | 0.632 | 14908 | 100 | 0.754 | 0.198 | 0 | 0 |
| 10085 | 49 | M | 3 | Uneducated | Married | $120K + | Gold | 38 | 4 | 3 | 4 | 14938.000 | 0 | 0.737 | 15277 | 131 | 0.724 | 0.000 | 0 | 0 |
| 10086 | 43 | M | 2 | High School | Married | $80K - $120K | Silver | 39 | 3 | 1 | 3 | 34516.000 | 1987 | 0.673 | 16177 | 122 | 0.848 | 0.058 | 0 | 0 |
| 10087 | 45 | M | 4 | Graduate | Single | $40K - $60K | Blue | 35 | 3 | 2 | 2 | 7935.000 | 888 | 0.779 | 15380 | 122 | 0.694 | 0.112 | 0 | 0 |
| 10088 | 45 | M | 2 | Graduate | Single | $60K - $80K | Silver | 33 | 4 | 2 | 2 | 34516.000 | 1529 | 0.609 | 13940 | 105 | 0.810 | 0.044 | 0 | 0 |
| 10089 | 52 | F | 5 | NaN | Married | Less than $40K | Blue | 36 | 4 | 3 | 3 | 9611.000 | 0 | 0.840 | 7636 | 64 | 0.829 | 0.000 | 1 | 1 |
| 10090 | 36 | F | 3 | NaN | Married | $40K - $60K | Blue | 22 | 5 | 3 | 3 | 12958.000 | 2273 | 0.608 | 15681 | 96 | 0.627 | 0.175 | 0 | 0 |
| 10091 | 52 | M | 1 | High School | Single | $80K - $120K | Blue | 41 | 4 | 1 | 4 | 4103.000 | 1972 | 0.665 | 16344 | 118 | 0.788 | 0.481 | 0 | 0 |
| 10092 | 40 | F | 3 | Graduate | Married | abc | Blue | 25 | 1 | 2 | 3 | 6888.000 | 1878 | 1.059 | 9038 | 64 | 0.829 | 0.273 | 1 | 1 |
| 10093 | 38 | M | 1 | High School | Single | $60K - $80K | Blue | 28 | 2 | 2 | 2 | 21906.000 | 0 | 0.696 | 15349 | 119 | 0.700 | 0.000 | 0 | 0 |
| 10094 | 59 | M | 1 | NaN | Single | $60K - $80K | Blue | 48 | 3 | 1 | 2 | 7288.000 | 0 | 0.640 | 14873 | 120 | 0.714 | 0.000 | 0 | 0 |
| 10095 | 46 | M | 3 | NaN | Married | $80K - $120K | Blue | 33 | 4 | 1 | 3 | 34516.000 | 1099 | 0.816 | 15490 | 110 | 0.618 | 0.032 | 0 | 0 |
| 10096 | 56 | M | 2 | College | Single | $80K - $120K | Blue | 46 | 3 | 3 | 5 | 12540.000 | 1696 | 0.799 | 16518 | 115 | 0.716 | 0.135 | 0 | 0 |
| 10097 | 31 | M | 0 | High School | Single | $40K - $60K | Blue | 25 | 3 | 2 | 3 | 4493.000 | 1388 | 0.795 | 17744 | 104 | 0.763 | 0.309 | 0 | 0 |
| 10098 | 55 | M | 3 | Graduate | Single | $120K + | Silver | 36 | 4 | 3 | 4 | 34516.000 | 0 | 1.007 | 9931 | 70 | 0.750 | 0.000 | 1 | 1 |
| 10099 | 51 | F | 1 | Graduate | Single | Less than $40K | Blue | 41 | 4 | 2 | 3 | 8900.000 | 798 | 0.647 | 16737 | 88 | 0.660 | 0.090 | 0 | 0 |
| 10100 | 39 | M | 2 | Graduate | NaN | $60K - $80K | Silver | 36 | 4 | 2 | 2 | 29808.000 | 0 | 0.669 | 16098 | 128 | 0.684 | 0.000 | 0 | 0 |
| 10101 | 42 | M | 2 | Graduate | NaN | $40K - $60K | Blue | 30 | 3 | 2 | 5 | 3735.000 | 1723 | 0.595 | 14501 | 92 | 0.840 | 0.461 | 0 | 0 |
| 10102 | 33 | F | 1 | Uneducated | Single | Less than $40K | Blue | 36 | 5 | 3 | 3 | 8398.000 | 1875 | 0.727 | 16706 | 123 | 0.757 | 0.223 | 0 | 0 |
| 10103 | 51 | M | 1 | High School | Married | $80K - $120K | Blue | 36 | 4 | 3 | 4 | 22754.000 | 0 | 0.799 | 8531 | 77 | 0.791 | 0.000 | 1 | 1 |
| 10104 | 51 | M | 3 | Graduate | Single | $60K - $80K | Silver | 36 | 3 | 2 | 2 | 29663.000 | 1743 | 0.667 | 14638 | 93 | 0.722 | 0.059 | 0 | 0 |
| 10105 | 59 | F | 1 | High School | Married | Less than $40K | Blue | 50 | 1 | 4 | 3 | 5043.000 | 743 | 0.805 | 10170 | 66 | 0.784 | 0.147 | 1 | 1 |
| 10106 | 58 | F | 0 | Graduate | Single | Less than $40K | Blue | 48 | 2 | 2 | 5 | 4299.000 | 1334 | 0.660 | 15068 | 123 | 0.685 | 0.310 | 0 | 0 |
| 10107 | 61 | M | 0 | Graduate | Single | $60K - $80K | Blue | 54 | 2 | 1 | 4 | 11859.000 | 1644 | 0.866 | 8930 | 79 | 0.837 | 0.139 | 1 | 1 |
| 10108 | 47 | M | 4 | Graduate | Divorced | $80K - $120K | Blue | 39 | 4 | 3 | 4 | 17504.000 | 476 | 0.892 | 10468 | 66 | 0.737 | 0.027 | 1 | 1 |
| 10109 | 47 | M | 5 | High School | Single | Less than $40K | Blue | 35 | 4 | 3 | 5 | 4165.000 | 0 | 0.813 | 17093 | 111 | 0.820 | 0.000 | 0 | 0 |
| 10110 | 56 | M | 1 | Graduate | Single | $80K - $120K | Silver | 49 | 5 | 2 | 2 | 34516.000 | 1091 | 0.640 | 15274 | 108 | 0.714 | 0.032 | 0 | 0 |
| 10111 | 49 | M | 1 | Graduate | Single | $60K - $80K | Blue | 40 | 6 | 3 | 3 | 6481.000 | 1569 | 0.692 | 15937 | 119 | 0.803 | 0.242 | 0 | 0 |
| 10112 | 33 | M | 2 | College | Married | $120K + | Gold | 20 | 2 | 1 | 4 | 34516.000 | 0 | 1.004 | 9338 | 73 | 0.622 | 0.000 | 1 | 1 |
| 10113 | 27 | M | 0 | High School | Divorced | $60K - $80K | Blue | 36 | 2 | 3 | 2 | 13303.000 | 2517 | 0.929 | 10219 | 85 | 0.809 | 0.189 | 1 | 1 |
| 10114 | 29 | M | 0 | Graduate | Married | Less than $40K | Blue | 15 | 3 | 1 | 5 | 4700.000 | 0 | 0.617 | 14723 | 96 | 0.655 | 0.000 | 0 | 0 |
| 10115 | 38 | M | 1 | Uneducated | Single | $40K - $60K | Blue | 36 | 2 | 3 | 2 | 5639.000 | 1558 | 0.614 | 16628 | 109 | 0.946 | 0.276 | 0 | 0 |
| 10116 | 46 | M | 5 | College | Single | $80K - $120K | Blue | 36 | 1 | 2 | 3 | 13187.000 | 2241 | 0.689 | 15354 | 112 | 0.931 | 0.170 | 0 | 0 |
| 10117 | 57 | M | 2 | Graduate | Married | $80K - $120K | Blue | 40 | 6 | 3 | 4 | 17925.000 | 1909 | 0.712 | 17498 | 111 | 0.820 | 0.106 | 0 | 0 |
| 10118 | 50 | M | 1 | NaN | NaN | $80K - $120K | Blue | 36 | 6 | 3 | 4 | 9959.000 | 952 | 0.825 | 10310 | 63 | 1.100 | 0.096 | 1 | 1 |
| 10119 | 55 | F | 3 | Uneducated | Single | abc | Blue | 47 | 4 | 3 | 3 | 14657.000 | 2517 | 0.166 | 6009 | 53 | 0.514 | 0.172 | 1 | 1 |
| 10120 | 54 | M | 1 | High School | Single | $60K - $80K | Blue | 34 | 5 | 2 | 0 | 13940.000 | 2109 | 0.660 | 15577 | 114 | 0.754 | 0.151 | 0 | 0 |
| 10121 | 56 | F | 1 | Graduate | Single | Less than $40K | Blue | 50 | 4 | 1 | 4 | 3688.000 | 606 | 0.570 | 14596 | 120 | 0.791 | 0.164 | 0 | 0 |
| 10122 | 50 | M | 2 | Graduate | Single | $40K - $60K | Blue | 40 | 3 | 2 | 3 | 4003.000 | 1851 | 0.703 | 15476 | 117 | 0.857 | 0.462 | 0 | 0 |
| 10123 | 41 | M | 2 | NaN | Divorced | $40K - $60K | Blue | 25 | 4 | 2 | 3 | 4277.000 | 2186 | 0.804 | 8764 | 69 | 0.683 | 0.511 | 1 | 1 |
| 10124 | 44 | F | 1 | High School | Married | Less than $40K | Blue | 36 | 5 | 3 | 4 | 5409.000 | 0 | 0.819 | 10291 | 60 | 0.818 | 0.000 | 1 | 1 |
| 10125 | 30 | M | 2 | Graduate | NaN | $40K - $60K | Blue | 36 | 4 | 3 | 3 | 5281.000 | 0 | 0.535 | 8395 | 62 | 0.722 | 0.000 | 1 | 1 |
| 10126 | 43 | F | 2 | Graduate | Married | Less than $40K | Silver | 25 | 6 | 2 | 4 | 10388.000 | 1961 | 0.703 | 10294 | 61 | 0.649 | 0.189 | 1 | 1 |
confusion_matrix_piped(Y_df, test_pred_df)
model_performance_classification_piped(test_pred_df, Y_df)
| Accuracy | Recall | Precision | F1 | |
|---|---|---|---|---|
| 0 | 0.947 | 0.990 | 0.756 | 0.857 |